From a8f6cff28279031bd62dbb62561dd0ea33cc81bd Mon Sep 17 00:00:00 2001
From: domfournier <dominiquef@mirageoscience.com>
Date: Wed, 8 Apr 2026 14:57:22 -0700
Subject: [PATCH 01/20] Add plotting and save to plate object

---
 .../plate_simulation/match/driver.py          | 61 ++++++++++++++++---
 1 file changed, 51 insertions(+), 10 deletions(-)

diff --git a/simpeg_drivers/plate_simulation/match/driver.py b/simpeg_drivers/plate_simulation/match/driver.py
index 1b36ebdc..335d695b 100644
--- a/simpeg_drivers/plate_simulation/match/driver.py
+++ b/simpeg_drivers/plate_simulation/match/driver.py
@@ -11,9 +11,11 @@
 from __future__ import annotations
 
 import sys
+from io import BytesIO
 from pathlib import Path
 from typing import Self
 
+import matplotlib.pyplot as plt
 import numpy as np
 from dask.distributed import Client, Future, progress
 from geoapps_utils.base import Driver
@@ -241,6 +243,28 @@ def _get_drape_heights(self) -> np.ndarray:
         )
         return topo_drape_z[:, 2]
 
+    def plot_figure(self, survey, observed, spatial_projection) -> BytesIO:
+
+        max_late_val = np.max(np.abs(observed[-1, :]))
+        data = normalized_data(observed, threshold=max_late_val)
+        preds = get_normalized_prediced(
+            survey, spatial_projection, self._time_projection, max_late_val
+        )
+
+        fig, ax = plt.figure(), plt.subplot()
+        for obs, pred in zip(data, preds, strict=True):
+            ax.plot(obs, c="r")
+            ax.plot(pred, c="k")
+
+        ax.set_xlabel("Station #")
+        ax.set_ylabel("Normalized Amplitude")
+        ax.legend(["Observed", "Simulated"])
+
+        buf = BytesIO()
+        fig.savefig(buf, format="png")
+
+        return buf
+
     def spatial_interpolation(
         self,
         indices: np.ndarray,
@@ -318,7 +342,9 @@ def run(self):
             )
             with Workspace(self.params.simulation_files[best], mode="r") as ws:
                 survey = fetch_survey(ws)
+
                 ui_json = survey.parent.parent.options
+
                 ui_json["geoh5"] = ws
                 ifile = InputFile(ui_json=ui_json)
                 options = PlateSimulationOptions.build(ifile)
@@ -330,6 +356,11 @@ def run(self):
                 )
                 plate.name = f"Query [{ii}]"
 
+                figure = self.plot_figure(
+                    survey, observed[:, indices], spatial_projection
+                )
+                plate.add_file(figure.getvalue(), name=f"profile_{plate.name}.png")
+
             names.append(self.params.simulation_files[best].name)
             results.append(scores[best])
 
@@ -465,6 +496,23 @@ def fetch_survey(workspace: Workspace) -> AirborneTEMReceivers | None:
     return None
 
 
+def get_normalized_prediced(
+    survey: AirborneTEMReceivers, spatial_projection, time_projection, threshold
+) -> np.ndarray:
+    data_entity = survey.get_entity("Iteration_0_vertical")[0]
+
+    if data_entity is None:
+        data_entity = survey.get_entity("Iteration_0_z")[0]
+
+    simulated = get_data_array(data_entity)
+
+    pred = time_projection @ (spatial_projection @ simulated.T).T
+    scale = threshold / np.max(np.abs(pred[-1, :]))
+    pred = normalized_data(pred, scale=scale, threshold=threshold)
+
+    return pred
+
+
 def batch_files_score(
     files: Path | list[Path], spatial_projection, time_projection, observed
 ) -> list[tuple[float, int]]:
@@ -497,16 +545,9 @@ def batch_files_score(
                 logger.warning("No survey found in %s, skipping.", sim_file)
                 continue
 
-            data_entity = survey.get_entity("Iteration_0_vertical")[0]
-
-            if data_entity is None:
-                data_entity = survey.get_entity("Iteration_0_z")[0]
-
-            simulated = get_data_array(data_entity)
-
-            pred = time_projection @ (spatial_projection @ simulated.T).T
-            scale = max_late_val / np.max(np.abs(pred[-1, :]))
-            pred = normalized_data(pred, scale=scale, threshold=max_late_val)
+            pred = get_normalized_prediced(
+                survey, spatial_projection, time_projection, max_late_val
+            )
 
             score = 0.0
             indices = []

From 6a0211e4c6e30b5f78e0664fd05ca4f9fbd0165b Mon Sep 17 00:00:00 2001
From: domfournier <dominiquef@mirageoscience.com>
Date: Wed, 8 Apr 2026 14:59:33 -0700
Subject: [PATCH 02/20] Raise GeoAppsError if directory not found

---
 simpeg_drivers/plate_simulation/match/options.py | 5 +++++
 1 file changed, 5 insertions(+)

diff --git a/simpeg_drivers/plate_simulation/match/options.py b/simpeg_drivers/plate_simulation/match/options.py
index 90a655ff..451e6f03 100644
--- a/simpeg_drivers/plate_simulation/match/options.py
+++ b/simpeg_drivers/plate_simulation/match/options.py
@@ -13,6 +13,7 @@
 from typing import ClassVar
 
 import numpy as np
+from geoapps_utils import GeoAppsError
 from geoapps_utils.base import Options
 from geoh5py.data import FloatData
 from geoh5py.groups import PropertyGroup, SimPEGGroup
@@ -57,6 +58,10 @@ def simulation_files(self) -> list[Path]:
         """Path to simulation files directory."""
         sim_dir = self.geoh5.h5file.parent / self.simulations
         simulation_files = []
+
+        if not sim_dir.exists():
+            raise GeoAppsError("Simulation directory not found. Please revise.")
+
         for file in sim_dir.iterdir():
             if Path(file).resolve().suffix == ".geoh5":
                 simulation_files.append(Path(file))

From 1860c9362069f7463e5718cd26d8110e8430accf Mon Sep 17 00:00:00 2001
From: domfournier <dominiquef@mirageoscience.com>
Date: Tue, 14 Apr 2026 14:31:30 -0700
Subject: [PATCH 03/20] Improve plot and scaling

---
 simpeg_drivers/plate_simulation/match/driver.py | 12 ++++++------
 1 file changed, 6 insertions(+), 6 deletions(-)

diff --git a/simpeg_drivers/plate_simulation/match/driver.py b/simpeg_drivers/plate_simulation/match/driver.py
index 335d695b..2e24e56a 100644
--- a/simpeg_drivers/plate_simulation/match/driver.py
+++ b/simpeg_drivers/plate_simulation/match/driver.py
@@ -245,16 +245,16 @@ def _get_drape_heights(self) -> np.ndarray:
 
     def plot_figure(self, survey, observed, spatial_projection) -> BytesIO:
 
-        max_late_val = np.max(np.abs(observed[-1, :]))
+        max_late_val = np.min(np.abs(observed[0, :]))
         data = normalized_data(observed, threshold=max_late_val)
         preds = get_normalized_prediced(
             survey, spatial_projection, self._time_projection, max_late_val
         )
 
-        fig, ax = plt.figure(), plt.subplot()
+        fig, ax = plt.figure(figsize=(12, 10)), plt.subplot()
         for obs, pred in zip(data, preds, strict=True):
-            ax.plot(obs, c="r")
-            ax.plot(pred, c="k")
+            ax.plot(obs, c="k", lw=2)
+            ax.plot(pred, c="r", ls="--")
 
         ax.set_xlabel("Station #")
         ax.set_ylabel("Normalized Amplitude")
@@ -507,7 +507,7 @@ def get_normalized_prediced(
     simulated = get_data_array(data_entity)
 
     pred = time_projection @ (spatial_projection @ simulated.T).T
-    scale = threshold / np.max(np.abs(pred[-1, :]))
+    scale = threshold / np.min(np.abs(pred[0, :]))
     pred = normalized_data(pred, scale=scale, threshold=threshold)
 
     return pred
@@ -534,7 +534,7 @@ def batch_files_score(
     if isinstance(files, Path):
         files = [files]
 
-    max_late_val = np.max(np.abs(observed[-1, :]))
+    max_late_val = np.min(np.abs(observed[0, :]))
     data = normalized_data(observed, threshold=max_late_val)
 
     for sim_file in files:

From 69ab2ea388f5d00ec36f5a9f0f9732bf60af73bb Mon Sep 17 00:00:00 2001
From: domfournier <dominiquef@mirageoscience.com>
Date: Wed, 15 Apr 2026 12:51:26 -0700
Subject: [PATCH 04/20] Review interpolation. Suppress warning from plate_sim

---
 .../plate_simulation/match/driver.py          | 79 ++++++++++++-------
 1 file changed, 51 insertions(+), 28 deletions(-)

diff --git a/simpeg_drivers/plate_simulation/match/driver.py b/simpeg_drivers/plate_simulation/match/driver.py
index 2e24e56a..7539cc7a 100644
--- a/simpeg_drivers/plate_simulation/match/driver.py
+++ b/simpeg_drivers/plate_simulation/match/driver.py
@@ -10,7 +10,9 @@
 
 from __future__ import annotations
 
+import logging
 import sys
+from contextlib import contextmanager
 from io import BytesIO
 from pathlib import Path
 from typing import Self
@@ -24,7 +26,7 @@
 from geoapps_utils.utils.logger import get_logger
 from geoapps_utils.utils.numerical import inverse_weighted_operator
 from geoapps_utils.utils.plotting import symlog
-from geoapps_utils.utils.transformations import cartesian_to_polar
+from geoapps_utils.utils.transformations import rotate_xyz
 from geoh5py import Workspace
 from geoh5py.groups import PropertyGroup, SimPEGGroup
 from geoh5py.objects import AirborneTEMReceivers, MaxwellPlate, Surface
@@ -34,7 +36,7 @@
 from scipy.sparse import csr_matrix
 from scipy.spatial import cKDTree
 
-from simpeg_drivers.driver import BaseDriver, validate_client, validate_workers
+from simpeg_drivers.driver import validate_client, validate_workers
 from simpeg_drivers.electromagnetics.time_domain.options import CONVERSION
 from simpeg_drivers.plate_simulation.match.options import PlateMatchOptions
 from simpeg_drivers.plate_simulation.options import ModelOptions, PlateSimulationOptions
@@ -48,6 +50,18 @@
 logger = get_logger(name=__name__, level_name=False, propagate=False, add_name=False)
 
 
+@contextmanager
+def suppress_logging(level=logging.WARNING):
+    """Context manager to temporarily disable all logging."""
+    # logging.disable(level) stops all loggers from processing messages <= level
+    logging.disable(level)
+    try:
+        yield
+    finally:
+        # Re-enable by setting to NOTSET
+        logging.disable(logging.NOTSET)
+
+
 class PlateMatchDriver(Driver):
     """Sets up and manages workers to run all combinations of swept parameters."""
 
@@ -243,18 +257,21 @@ def _get_drape_heights(self) -> np.ndarray:
         )
         return topo_drape_z[:, 2]
 
-    def plot_figure(self, survey, observed, spatial_projection) -> BytesIO:
+    @staticmethod
+    def plot_figure(survey, observed, time_projection, spatial_projection) -> BytesIO:
 
         max_late_val = np.min(np.abs(observed[0, :]))
         data = normalized_data(observed, threshold=max_late_val)
         preds = get_normalized_prediced(
-            survey, spatial_projection, self._time_projection, max_late_val
+            survey, spatial_projection, time_projection, max_late_val
         )
 
+        preds *= data.max() / preds.max()
+
         fig, ax = plt.figure(figsize=(12, 10)), plt.subplot()
         for obs, pred in zip(data, preds, strict=True):
-            ax.plot(obs, c="k", lw=2)
-            ax.plot(pred, c="r", ls="--")
+            ax.plot(obs, c="0.75", lw=2)
+            ax.plot(pred, c="k", ls="--", lw=2)
 
         ax.set_xlabel("Station #")
         ax.set_ylabel("Normalized Amplitude")
@@ -279,34 +296,34 @@ def spatial_interpolation(
         :return: Spatial interpolation matrix.
         """
         # Compute local coordinates for the current line segment
-        local_polar = cartesian_to_polar(
-            self.params.survey.vertices[indices],
-            origin=np.r_[self.params.survey.vertices[indices, :2].mean(axis=0), 0],
+        local_xyz = (
+            self.params.survey.vertices[indices]
+            - self.params.survey.vertices[indices[0], :]
         )
-        local_polar[local_polar[:, 1] >= 180, 0] *= -1  # Wrap azimuths
-
-        # Flip the line segment if the azimuth angle suggests the opposite direction
-        start_line = len(indices) // 2
-        if np.median(local_polar[:start_line, 1]) < 180:
-            local_polar = local_polar[::-1, :]
+        azimuths = np.mean(np.rad2deg(np.arctan2(local_xyz[:, 1], local_xyz[:, 0]))[1:])
 
-        local_polar[:, 1] = (
+        azimuths += (
             0.0 if strike_angle is None else strike_angle
         )  # Align azimuths to zero
 
-        # Convert to polar coordinates (distance, azimuth, height)
-        query_polar = cartesian_to_polar(self._template.vertices)
-        query_polar[query_polar[:, 1] >= 180, 0] *= -1
-        query_polar[:, 1] = query_polar[:, 1] % 180  # Wrap azimuths
+        # Assume simulations are West to East
+        local_xyz = self.params.survey.vertices[indices] - self.params.survey.vertices[
+            indices, :
+        ].mean(axis=0)
+        local_xyz[:, 2] = (
+            self.params.survey.vertices[indices, 2] - self._drape_heights[indices]
+        )
+        local_xyz = rotate_xyz(local_xyz, [0, 0, 0], -azimuths)
 
         # Get the 8 nearest neighbors in the simulation to each observation point
-        sim_tree = cKDTree(query_polar)
-        rad, inds = sim_tree.query(local_polar, k=16)
-        inds = np.minimum(query_polar.shape[0] - 1, inds)
+        sim_tree = cKDTree(self._template.vertices)
+        rad, inds = sim_tree.query(local_xyz, k=16)
+        inds = np.minimum(self._template.vertices.shape[0] - 1, inds)
+
         return inverse_weighted_operator(
             rad.flatten(),
             inds.flatten(),
-            (local_polar.shape[0], self._template.vertices.shape[0]),
+            (local_xyz.shape[0], self._template.vertices.shape[0]),
             2.0,
             1e-0,
         )
@@ -347,7 +364,9 @@ def run(self):
 
                 ui_json["geoh5"] = ws
                 ifile = InputFile(ui_json=ui_json)
-                options = PlateSimulationOptions.build(ifile)
+
+                with suppress_logging():
+                    options = PlateSimulationOptions.build(ifile)
 
                 dir_correction = strike_angle[ii] + 180 if flip else strike_angle[ii]
 
@@ -357,7 +376,10 @@ def run(self):
                 plate.name = f"Query [{ii}]"
 
                 figure = self.plot_figure(
-                    survey, observed[:, indices], spatial_projection
+                    survey,
+                    observed[:, indices],
+                    self._time_projection,
+                    spatial_projection,
                 )
                 plate.add_file(figure.getvalue(), name=f"profile_{plate.name}.png")
 
@@ -548,7 +570,6 @@ def batch_files_score(
             pred = get_normalized_prediced(
                 survey, spatial_projection, time_projection, max_late_val
             )
-
             score = 0.0
             indices = []
             # Metric: normalized cross-correlation
@@ -572,7 +593,9 @@ def batch_files_score(
 
 
 if __name__ == "__main__":
-    file = Path(sys.argv[1]).resolve()
+    file = Path(
+        r"C:\Users\dominiquef\Documents\tests\plate_match_Vale_test.ui.json"
+    ).resolve()
     n_w, n_t = get_default_parallelization_params(file)
 
     PlateMatchDriver.start_dask_run(file, n_workers=n_w, n_threads=n_t)

From 4b010100dcbaddb0e5a2a6c1632e5e7db85d7a65 Mon Sep 17 00:00:00 2001
From: domfournier <dominiquef@mirageoscience.com>
Date: Wed, 15 Apr 2026 12:57:45 -0700
Subject: [PATCH 05/20] Reverse rotation

---
 simpeg_drivers/plate_simulation/match/driver.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/simpeg_drivers/plate_simulation/match/driver.py b/simpeg_drivers/plate_simulation/match/driver.py
index 7539cc7a..e81e6247 100644
--- a/simpeg_drivers/plate_simulation/match/driver.py
+++ b/simpeg_drivers/plate_simulation/match/driver.py
@@ -313,7 +313,7 @@ def spatial_interpolation(
         local_xyz[:, 2] = (
             self.params.survey.vertices[indices, 2] - self._drape_heights[indices]
         )
-        local_xyz = rotate_xyz(local_xyz, [0, 0, 0], -azimuths)
+        local_xyz = rotate_xyz(local_xyz, [0, 0, 0], azimuths)
 
         # Get the 8 nearest neighbors in the simulation to each observation point
         sim_tree = cKDTree(self._template.vertices)

From 2bad55192c3bdf837eead48dafbb00e4c0a17b01 Mon Sep 17 00:00:00 2001
From: domfournier <dominiquef@mirageoscience.com>
Date: Wed, 15 Apr 2026 13:58:07 -0700
Subject: [PATCH 06/20] Re-locked

---
 .../py-3.12-linux-64-dev.conda.lock.yml       |  10 +-
 environments/py-3.12-linux-64.conda.lock.yml  |  10 +-
 .../py-3.12-win-64-dev.conda.lock.yml         |  13 +-
 environments/py-3.12-win-64.conda.lock.yml    |  10 +-
 .../py-3.13-linux-64-dev.conda.lock.yml       |  10 +-
 environments/py-3.13-linux-64.conda.lock.yml  |  10 +-
 .../py-3.13-win-64-dev.conda.lock.yml         |  10 +-
 environments/py-3.13-win-64.conda.lock.yml    |  10 +-
 .../py-3.14-linux-64-dev.conda.lock.yml       |  10 +-
 environments/py-3.14-linux-64.conda.lock.yml  |  10 +-
 .../py-3.14-win-64-dev.conda.lock.yml         |  10 +-
 environments/py-3.14-win-64.conda.lock.yml    |  10 +-
 py-3.12.conda-lock.yml                        | 206 +++++------
 py-3.13.conda-lock.yml                        | 342 +++++++++---------
 py-3.14.conda-lock.yml                        | 342 +++++++++---------
 15 files changed, 507 insertions(+), 506 deletions(-)

diff --git a/environments/py-3.12-linux-64-dev.conda.lock.yml b/environments/py-3.12-linux-64-dev.conda.lock.yml
index ea352934..84565d01 100644
--- a/environments/py-3.12-linux-64-dev.conda.lock.yml
+++ b/environments/py-3.12-linux-64-dev.conda.lock.yml
@@ -195,7 +195,7 @@ dependencies:
   - openpyxl=3.1.5=py312h7f6eeab_3
   - openssl=3.6.2=h35e630c_0
   - overrides=7.7.0=pyhd8ed1ab_1
-  - packaging=26.0=pyhcf101f3_0
+  - packaging=26.1=pyhc364b38_0
   - pandas=3.0.2=py312h8ecdadd_0
   - pandoc=3.9.0.2=ha770c72_0
   - pandocfilters=1.5.0=pyhd8ed1ab_0
@@ -296,15 +296,15 @@ dependencies:
   - zarr=2.14.2=pyhd8ed1ab_0
   - zeromq=4.3.5=h41580af_10
   - zict=3.0.0=pyhd8ed1ab_1
-  - zipp=3.23.0=pyhcf101f3_1
+  - zipp=3.23.1=pyhcf101f3_0
   - zlib=1.3.2=h25fd6f3_2
   - zlib-ng=2.3.3=hceb46e0_1
   - zstd=1.5.7=hb78ec9c_6
   - pip:
-    - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@50ea38e98956affec5d7468f63c3ce5f80520522
-    - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@0128671df31abe3fbf12e1a2dcc4f9c1ba7818a5
+    - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@6b26f39967277d6384c6fc28d8868c1104dfddeb
+    - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@5304d94ba76f57f82e7519cdcca18b6f6b89a557
     - grid-apps @ git+https://github.com/MiraGeoscience/grid-apps.git@57806e78469cb881a8d5dceae645336e77310bf4
-    - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@f7dd0d37aac285dd9ece26396ee39ae72bd6d18d
+    - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@3430f930a84f83a577e200677a77824e14f198de
 
 variables:
   KMP_WARNINGS: 0
diff --git a/environments/py-3.12-linux-64.conda.lock.yml b/environments/py-3.12-linux-64.conda.lock.yml
index 60baaa86..08191f2d 100644
--- a/environments/py-3.12-linux-64.conda.lock.yml
+++ b/environments/py-3.12-linux-64.conda.lock.yml
@@ -115,7 +115,7 @@ dependencies:
   - openjpeg=2.5.4=h55fea9a_0
   - openpyxl=3.1.5=py312h7f6eeab_3
   - openssl=3.6.2=h35e630c_0
-  - packaging=26.0=pyhcf101f3_0
+  - packaging=26.1=pyhc364b38_0
   - pandas=3.0.2=py312h8ecdadd_0
   - partd=1.4.2=pyhd8ed1ab_0
   - pillow=12.2.0=py312h50c33e8_0
@@ -165,14 +165,14 @@ dependencies:
   - yaml=0.2.5=h280c20c_3
   - zarr=2.14.2=pyhd8ed1ab_0
   - zict=3.0.0=pyhd8ed1ab_1
-  - zipp=3.23.0=pyhcf101f3_1
+  - zipp=3.23.1=pyhcf101f3_0
   - zlib-ng=2.3.3=hceb46e0_1
   - zstd=1.5.7=hb78ec9c_6
   - pip:
-    - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@50ea38e98956affec5d7468f63c3ce5f80520522
-    - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@0128671df31abe3fbf12e1a2dcc4f9c1ba7818a5
+    - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@6b26f39967277d6384c6fc28d8868c1104dfddeb
+    - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@5304d94ba76f57f82e7519cdcca18b6f6b89a557
     - grid-apps @ git+https://github.com/MiraGeoscience/grid-apps.git@57806e78469cb881a8d5dceae645336e77310bf4
-    - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@f7dd0d37aac285dd9ece26396ee39ae72bd6d18d
+    - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@3430f930a84f83a577e200677a77824e14f198de
 
 variables:
   KMP_WARNINGS: 0
diff --git a/environments/py-3.12-win-64-dev.conda.lock.yml b/environments/py-3.12-win-64-dev.conda.lock.yml
index b910a5f6..6d3a6ad6 100644
--- a/environments/py-3.12-win-64-dev.conda.lock.yml
+++ b/environments/py-3.12-win-64-dev.conda.lock.yml
@@ -177,7 +177,7 @@ dependencies:
   - openpyxl=3.1.5=py312h83acffa_3
   - openssl=3.6.2=hf411b9b_0
   - overrides=7.7.0=pyhd8ed1ab_1
-  - packaging=26.0=pyhcf101f3_0
+  - packaging=26.1=pyhc364b38_0
   - pandas=3.0.2=py312h95189c4_0
   - pandoc=3.9.0.2=h57928b3_0
   - pandocfilters=1.5.0=pyhd8ed1ab_0
@@ -282,14 +282,15 @@ dependencies:
   - zarr=2.14.2=pyhd8ed1ab_0
   - zeromq=4.3.5=h507cc87_10
   - zict=3.0.0=pyhd8ed1ab_1
-  - zipp=3.23.0=pyhcf101f3_1
+  - zipp=3.23.1=pyhcf101f3_0
   - zlib-ng=2.3.3=h0261ad2_1
   - zstd=1.5.7=h534d264_6
   - pip:
-    - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@50ea38e98956affec5d7468f63c3ce5f80520522
-    - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@0128671df31abe3fbf12e1a2dcc4f9c1ba7818a5
-    - grid-apps @ git+https://github.com/MiraGeoscience/grid-apps.git@57806e78469cb881a8d5dceae645336e77310bf4
-    - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@f7dd0d37aac285dd9ece26396ee39ae72bd6d18d
+    - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@develop
+    - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@develop
+    - grid-apps @ git+https://github.com/MiraGeoscience/grid-apps.git@develop
+    - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@develop
+    - simpeg-drivers @ git+https://github.com/MiraGeoscience/simpeg-drivers.git@GEOPY-2800
 
 variables:
   KMP_WARNINGS: 0
diff --git a/environments/py-3.12-win-64.conda.lock.yml b/environments/py-3.12-win-64.conda.lock.yml
index 00e9fc46..bf128900 100644
--- a/environments/py-3.12-win-64.conda.lock.yml
+++ b/environments/py-3.12-win-64.conda.lock.yml
@@ -99,7 +99,7 @@ dependencies:
   - openjpeg=2.5.4=h0e57b4f_0
   - openpyxl=3.1.5=py312h83acffa_3
   - openssl=3.6.2=hf411b9b_0
-  - packaging=26.0=pyhcf101f3_0
+  - packaging=26.1=pyhc364b38_0
   - pandas=3.0.2=py312h95189c4_0
   - partd=1.4.2=pyhd8ed1ab_0
   - pillow=12.2.0=py312h31f0997_0
@@ -152,14 +152,14 @@ dependencies:
   - yaml=0.2.5=h6a83c73_3
   - zarr=2.14.2=pyhd8ed1ab_0
   - zict=3.0.0=pyhd8ed1ab_1
-  - zipp=3.23.0=pyhcf101f3_1
+  - zipp=3.23.1=pyhcf101f3_0
   - zlib-ng=2.3.3=h0261ad2_1
   - zstd=1.5.7=h534d264_6
   - pip:
-    - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@50ea38e98956affec5d7468f63c3ce5f80520522
-    - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@0128671df31abe3fbf12e1a2dcc4f9c1ba7818a5
+    - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@6b26f39967277d6384c6fc28d8868c1104dfddeb
+    - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@5304d94ba76f57f82e7519cdcca18b6f6b89a557
     - grid-apps @ git+https://github.com/MiraGeoscience/grid-apps.git@57806e78469cb881a8d5dceae645336e77310bf4
-    - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@f7dd0d37aac285dd9ece26396ee39ae72bd6d18d
+    - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@3430f930a84f83a577e200677a77824e14f198de
 
 variables:
   KMP_WARNINGS: 0
diff --git a/environments/py-3.13-linux-64-dev.conda.lock.yml b/environments/py-3.13-linux-64-dev.conda.lock.yml
index 7ad64685..e9bb2c55 100644
--- a/environments/py-3.13-linux-64-dev.conda.lock.yml
+++ b/environments/py-3.13-linux-64-dev.conda.lock.yml
@@ -194,7 +194,7 @@ dependencies:
   - openpyxl=3.1.5=py313ha4be090_3
   - openssl=3.6.2=h35e630c_0
   - overrides=7.7.0=pyhd8ed1ab_1
-  - packaging=26.0=pyhcf101f3_0
+  - packaging=26.1=pyhc364b38_0
   - pandas=3.0.2=py313hbfd7664_0
   - pandoc=3.9.0.2=ha770c72_0
   - pandocfilters=1.5.0=pyhd8ed1ab_0
@@ -293,15 +293,15 @@ dependencies:
   - zarr=2.14.2=pyhd8ed1ab_0
   - zeromq=4.3.5=h41580af_10
   - zict=3.0.0=pyhd8ed1ab_1
-  - zipp=3.23.0=pyhcf101f3_1
+  - zipp=3.23.1=pyhcf101f3_0
   - zlib=1.3.2=h25fd6f3_2
   - zlib-ng=2.3.3=hceb46e0_1
   - zstd=1.5.7=hb78ec9c_6
   - pip:
-    - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@50ea38e98956affec5d7468f63c3ce5f80520522
-    - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@0128671df31abe3fbf12e1a2dcc4f9c1ba7818a5
+    - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@6b26f39967277d6384c6fc28d8868c1104dfddeb
+    - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@5304d94ba76f57f82e7519cdcca18b6f6b89a557
     - grid-apps @ git+https://github.com/MiraGeoscience/grid-apps.git@57806e78469cb881a8d5dceae645336e77310bf4
-    - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@f7dd0d37aac285dd9ece26396ee39ae72bd6d18d
+    - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@3430f930a84f83a577e200677a77824e14f198de
 
 variables:
   KMP_WARNINGS: 0
diff --git a/environments/py-3.13-linux-64.conda.lock.yml b/environments/py-3.13-linux-64.conda.lock.yml
index b27e15a0..609c667a 100644
--- a/environments/py-3.13-linux-64.conda.lock.yml
+++ b/environments/py-3.13-linux-64.conda.lock.yml
@@ -114,7 +114,7 @@ dependencies:
   - openjpeg=2.5.4=h55fea9a_0
   - openpyxl=3.1.5=py313ha4be090_3
   - openssl=3.6.2=h35e630c_0
-  - packaging=26.0=pyhcf101f3_0
+  - packaging=26.1=pyhc364b38_0
   - pandas=3.0.2=py313hbfd7664_0
   - partd=1.4.2=pyhd8ed1ab_0
   - pillow=12.2.0=py313h80991f8_0
@@ -162,14 +162,14 @@ dependencies:
   - yaml=0.2.5=h280c20c_3
   - zarr=2.14.2=pyhd8ed1ab_0
   - zict=3.0.0=pyhd8ed1ab_1
-  - zipp=3.23.0=pyhcf101f3_1
+  - zipp=3.23.1=pyhcf101f3_0
   - zlib-ng=2.3.3=hceb46e0_1
   - zstd=1.5.7=hb78ec9c_6
   - pip:
-    - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@50ea38e98956affec5d7468f63c3ce5f80520522
-    - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@0128671df31abe3fbf12e1a2dcc4f9c1ba7818a5
+    - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@6b26f39967277d6384c6fc28d8868c1104dfddeb
+    - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@5304d94ba76f57f82e7519cdcca18b6f6b89a557
     - grid-apps @ git+https://github.com/MiraGeoscience/grid-apps.git@57806e78469cb881a8d5dceae645336e77310bf4
-    - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@f7dd0d37aac285dd9ece26396ee39ae72bd6d18d
+    - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@3430f930a84f83a577e200677a77824e14f198de
 
 variables:
   KMP_WARNINGS: 0
diff --git a/environments/py-3.13-win-64-dev.conda.lock.yml b/environments/py-3.13-win-64-dev.conda.lock.yml
index 54d2ce0c..640fd61f 100644
--- a/environments/py-3.13-win-64-dev.conda.lock.yml
+++ b/environments/py-3.13-win-64-dev.conda.lock.yml
@@ -178,7 +178,7 @@ dependencies:
   - openpyxl=3.1.5=py313hc624790_3
   - openssl=3.6.2=hf411b9b_0
   - overrides=7.7.0=pyhd8ed1ab_1
-  - packaging=26.0=pyhcf101f3_0
+  - packaging=26.1=pyhc364b38_0
   - pandas=3.0.2=py313h26f5e95_0
   - pandoc=3.9.0.2=h57928b3_0
   - pandocfilters=1.5.0=pyhd8ed1ab_0
@@ -281,14 +281,14 @@ dependencies:
   - zarr=2.14.2=pyhd8ed1ab_0
   - zeromq=4.3.5=h507cc87_10
   - zict=3.0.0=pyhd8ed1ab_1
-  - zipp=3.23.0=pyhcf101f3_1
+  - zipp=3.23.1=pyhcf101f3_0
   - zlib-ng=2.3.3=h0261ad2_1
   - zstd=1.5.7=h534d264_6
   - pip:
-    - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@50ea38e98956affec5d7468f63c3ce5f80520522
-    - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@0128671df31abe3fbf12e1a2dcc4f9c1ba7818a5
+    - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@6b26f39967277d6384c6fc28d8868c1104dfddeb
+    - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@5304d94ba76f57f82e7519cdcca18b6f6b89a557
     - grid-apps @ git+https://github.com/MiraGeoscience/grid-apps.git@57806e78469cb881a8d5dceae645336e77310bf4
-    - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@f7dd0d37aac285dd9ece26396ee39ae72bd6d18d
+    - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@3430f930a84f83a577e200677a77824e14f198de
 
 variables:
   KMP_WARNINGS: 0
diff --git a/environments/py-3.13-win-64.conda.lock.yml b/environments/py-3.13-win-64.conda.lock.yml
index 15360226..a17a472c 100644
--- a/environments/py-3.13-win-64.conda.lock.yml
+++ b/environments/py-3.13-win-64.conda.lock.yml
@@ -100,7 +100,7 @@ dependencies:
   - openjpeg=2.5.4=h0e57b4f_0
   - openpyxl=3.1.5=py313hc624790_3
   - openssl=3.6.2=hf411b9b_0
-  - packaging=26.0=pyhcf101f3_0
+  - packaging=26.1=pyhc364b38_0
   - pandas=3.0.2=py313h26f5e95_0
   - partd=1.4.2=pyhd8ed1ab_0
   - pillow=12.2.0=py313h38f99e1_0
@@ -151,14 +151,14 @@ dependencies:
   - yaml=0.2.5=h6a83c73_3
   - zarr=2.14.2=pyhd8ed1ab_0
   - zict=3.0.0=pyhd8ed1ab_1
-  - zipp=3.23.0=pyhcf101f3_1
+  - zipp=3.23.1=pyhcf101f3_0
   - zlib-ng=2.3.3=h0261ad2_1
   - zstd=1.5.7=h534d264_6
   - pip:
-    - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@50ea38e98956affec5d7468f63c3ce5f80520522
-    - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@0128671df31abe3fbf12e1a2dcc4f9c1ba7818a5
+    - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@6b26f39967277d6384c6fc28d8868c1104dfddeb
+    - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@5304d94ba76f57f82e7519cdcca18b6f6b89a557
     - grid-apps @ git+https://github.com/MiraGeoscience/grid-apps.git@57806e78469cb881a8d5dceae645336e77310bf4
-    - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@f7dd0d37aac285dd9ece26396ee39ae72bd6d18d
+    - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@3430f930a84f83a577e200677a77824e14f198de
 
 variables:
   KMP_WARNINGS: 0
diff --git a/environments/py-3.14-linux-64-dev.conda.lock.yml b/environments/py-3.14-linux-64-dev.conda.lock.yml
index b24a4ca4..2edcb005 100644
--- a/environments/py-3.14-linux-64-dev.conda.lock.yml
+++ b/environments/py-3.14-linux-64-dev.conda.lock.yml
@@ -194,7 +194,7 @@ dependencies:
   - openpyxl=3.1.5=py314hf3b76af_3
   - openssl=3.6.2=h35e630c_0
   - overrides=7.7.0=pyhd8ed1ab_1
-  - packaging=26.0=pyhcf101f3_0
+  - packaging=26.1=pyhc364b38_0
   - pandas=3.0.2=py314hb4ffadd_0
   - pandoc=3.9.0.2=ha770c72_0
   - pandocfilters=1.5.0=pyhd8ed1ab_0
@@ -294,15 +294,15 @@ dependencies:
   - zarr=2.14.2=pyhd8ed1ab_0
   - zeromq=4.3.5=h41580af_10
   - zict=3.0.0=pyhd8ed1ab_1
-  - zipp=3.23.0=pyhcf101f3_1
+  - zipp=3.23.1=pyhcf101f3_0
   - zlib=1.3.2=h25fd6f3_2
   - zlib-ng=2.3.3=hceb46e0_1
   - zstd=1.5.7=hb78ec9c_6
   - pip:
-    - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@50ea38e98956affec5d7468f63c3ce5f80520522
-    - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@0128671df31abe3fbf12e1a2dcc4f9c1ba7818a5
+    - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@6b26f39967277d6384c6fc28d8868c1104dfddeb
+    - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@5304d94ba76f57f82e7519cdcca18b6f6b89a557
     - grid-apps @ git+https://github.com/MiraGeoscience/grid-apps.git@57806e78469cb881a8d5dceae645336e77310bf4
-    - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@f7dd0d37aac285dd9ece26396ee39ae72bd6d18d
+    - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@3430f930a84f83a577e200677a77824e14f198de
 
 variables:
   KMP_WARNINGS: 0
diff --git a/environments/py-3.14-linux-64.conda.lock.yml b/environments/py-3.14-linux-64.conda.lock.yml
index ae3c6674..6fc8fa5e 100644
--- a/environments/py-3.14-linux-64.conda.lock.yml
+++ b/environments/py-3.14-linux-64.conda.lock.yml
@@ -114,7 +114,7 @@ dependencies:
   - openjpeg=2.5.4=h55fea9a_0
   - openpyxl=3.1.5=py314hf3b76af_3
   - openssl=3.6.2=h35e630c_0
-  - packaging=26.0=pyhcf101f3_0
+  - packaging=26.1=pyhc364b38_0
   - pandas=3.0.2=py314hb4ffadd_0
   - partd=1.4.2=pyhd8ed1ab_0
   - pillow=12.2.0=py314h8ec4b1a_0
@@ -163,14 +163,14 @@ dependencies:
   - yaml=0.2.5=h280c20c_3
   - zarr=2.14.2=pyhd8ed1ab_0
   - zict=3.0.0=pyhd8ed1ab_1
-  - zipp=3.23.0=pyhcf101f3_1
+  - zipp=3.23.1=pyhcf101f3_0
   - zlib-ng=2.3.3=hceb46e0_1
   - zstd=1.5.7=hb78ec9c_6
   - pip:
-    - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@50ea38e98956affec5d7468f63c3ce5f80520522
-    - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@0128671df31abe3fbf12e1a2dcc4f9c1ba7818a5
+    - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@6b26f39967277d6384c6fc28d8868c1104dfddeb
+    - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@5304d94ba76f57f82e7519cdcca18b6f6b89a557
     - grid-apps @ git+https://github.com/MiraGeoscience/grid-apps.git@57806e78469cb881a8d5dceae645336e77310bf4
-    - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@f7dd0d37aac285dd9ece26396ee39ae72bd6d18d
+    - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@3430f930a84f83a577e200677a77824e14f198de
 
 variables:
   KMP_WARNINGS: 0
diff --git a/environments/py-3.14-win-64-dev.conda.lock.yml b/environments/py-3.14-win-64-dev.conda.lock.yml
index cc7cab56..75d0d9df 100644
--- a/environments/py-3.14-win-64-dev.conda.lock.yml
+++ b/environments/py-3.14-win-64-dev.conda.lock.yml
@@ -178,7 +178,7 @@ dependencies:
   - openpyxl=3.1.5=py314hccc76fc_3
   - openssl=3.6.2=hf411b9b_0
   - overrides=7.7.0=pyhd8ed1ab_1
-  - packaging=26.0=pyhcf101f3_0
+  - packaging=26.1=pyhc364b38_0
   - pandas=3.0.2=py314hf700ef7_0
   - pandoc=3.9.0.2=h57928b3_0
   - pandocfilters=1.5.0=pyhd8ed1ab_0
@@ -282,14 +282,14 @@ dependencies:
   - zarr=2.14.2=pyhd8ed1ab_0
   - zeromq=4.3.5=h507cc87_10
   - zict=3.0.0=pyhd8ed1ab_1
-  - zipp=3.23.0=pyhcf101f3_1
+  - zipp=3.23.1=pyhcf101f3_0
   - zlib-ng=2.3.3=h0261ad2_1
   - zstd=1.5.7=h534d264_6
   - pip:
-    - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@50ea38e98956affec5d7468f63c3ce5f80520522
-    - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@0128671df31abe3fbf12e1a2dcc4f9c1ba7818a5
+    - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@6b26f39967277d6384c6fc28d8868c1104dfddeb
+    - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@5304d94ba76f57f82e7519cdcca18b6f6b89a557
     - grid-apps @ git+https://github.com/MiraGeoscience/grid-apps.git@57806e78469cb881a8d5dceae645336e77310bf4
-    - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@f7dd0d37aac285dd9ece26396ee39ae72bd6d18d
+    - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@3430f930a84f83a577e200677a77824e14f198de
 
 variables:
   KMP_WARNINGS: 0
diff --git a/environments/py-3.14-win-64.conda.lock.yml b/environments/py-3.14-win-64.conda.lock.yml
index 7fbe4ac1..27e4a886 100644
--- a/environments/py-3.14-win-64.conda.lock.yml
+++ b/environments/py-3.14-win-64.conda.lock.yml
@@ -100,7 +100,7 @@ dependencies:
   - openjpeg=2.5.4=h0e57b4f_0
   - openpyxl=3.1.5=py314hccc76fc_3
   - openssl=3.6.2=hf411b9b_0
-  - packaging=26.0=pyhcf101f3_0
+  - packaging=26.1=pyhc364b38_0
   - pandas=3.0.2=py314hf700ef7_0
   - partd=1.4.2=pyhd8ed1ab_0
   - pillow=12.2.0=py314h61b30b5_0
@@ -152,14 +152,14 @@ dependencies:
   - yaml=0.2.5=h6a83c73_3
   - zarr=2.14.2=pyhd8ed1ab_0
   - zict=3.0.0=pyhd8ed1ab_1
-  - zipp=3.23.0=pyhcf101f3_1
+  - zipp=3.23.1=pyhcf101f3_0
   - zlib-ng=2.3.3=h0261ad2_1
   - zstd=1.5.7=h534d264_6
   - pip:
-    - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@50ea38e98956affec5d7468f63c3ce5f80520522
-    - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@0128671df31abe3fbf12e1a2dcc4f9c1ba7818a5
+    - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@6b26f39967277d6384c6fc28d8868c1104dfddeb
+    - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@5304d94ba76f57f82e7519cdcca18b6f6b89a557
     - grid-apps @ git+https://github.com/MiraGeoscience/grid-apps.git@57806e78469cb881a8d5dceae645336e77310bf4
-    - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@f7dd0d37aac285dd9ece26396ee39ae72bd6d18d
+    - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@3430f930a84f83a577e200677a77824e14f198de
 
 variables:
   KMP_WARNINGS: 0
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index d9eaf37a..8d820af3 100644
--- a/py-3.12.conda-lock.yml
+++ b/py-3.12.conda-lock.yml
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-  url: git+https://github.com/MiraGeoscience/geoapps-utils.git@50ea38e98956affec5d7468f63c3ce5f80520522
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-  url: git+https://github.com/MiraGeoscience/geoapps-utils.git@50ea38e98956affec5d7468f63c3ce5f80520522
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@@ -8422,22 +8422,22 @@ package:
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-  url: git+https://github.com/MiraGeoscience/geoh5py.git@0128671df31abe3fbf12e1a2dcc4f9c1ba7818a5
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 - name: grid-apps
-  version: 0.2.0a3.dev7+57806e7
+  version: 0.2.0a3
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   dependencies:
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-    geoapps-utils: 0.7.0a3.dev25+50ea38e
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@@ -8450,13 +8450,13 @@ package:
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+  version: 0.2.0a3
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+  version: 0.25.0.1a3.dev9+g3430f930a
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@@ -8482,16 +8482,16 @@ package:
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     typing-extensions: '*'
-  url: git+https://github.com/MiraGeoscience/simpeg.git@f7dd0d37aac285dd9ece26396ee39ae72bd6d18d
+  url: git+https://github.com/MiraGeoscience/simpeg.git@3430f930a84f83a577e200677a77824e14f198de
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-    url: git+https://github.com/MiraGeoscience/simpeg.git@f7dd0d37aac285dd9ece26396ee39ae72bd6d18d
+    url: git+https://github.com/MiraGeoscience/simpeg.git@3430f930a84f83a577e200677a77824e14f198de
   category: main
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+  version: 0.25.0.1a3.dev9+g3430f930a
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@@ -8504,11 +8504,11 @@ package:
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     typing-extensions: '*'
-  url: git+https://github.com/MiraGeoscience/simpeg.git@f7dd0d37aac285dd9ece26396ee39ae72bd6d18d
+  url: git+https://github.com/MiraGeoscience/simpeg.git@3430f930a84f83a577e200677a77824e14f198de
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-    url: git+https://github.com/MiraGeoscience/simpeg.git@f7dd0d37aac285dd9ece26396ee39ae72bd6d18d
+    url: git+https://github.com/MiraGeoscience/simpeg.git@3430f930a84f83a577e200677a77824e14f198de
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diff --git a/py-3.13.conda-lock.yml b/py-3.13.conda-lock.yml
index 91bcd53a..8d9fbee5 100644
--- a/py-3.13.conda-lock.yml
+++ b/py-3.13.conda-lock.yml
@@ -137,7 +137,7 @@ package:
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-    python: '>=3.10'
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+    python: ''
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   dependencies:
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@@ -1572,7 +1572,7 @@ package:
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@@ -1885,7 +1885,7 @@ package:
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@@ -1901,7 +1901,7 @@ package:
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@@ -1919,7 +1919,7 @@ package:
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+    python: ''
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   hash:
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   hash:
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@@ -2347,7 +2347,7 @@ package:
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@@ -2370,7 +2370,7 @@ package:
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   url: https://repo.prefix.dev/conda-forge/noarch/ipython-9.12.0-pyhecfbec7_0.conda
@@ -2392,7 +2392,7 @@ package:
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@@ -2571,7 +2571,7 @@ package:
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-    python: '>=3.10'
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@@ -2584,7 +2584,7 @@ package:
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@@ -2646,7 +2646,7 @@ package:
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-    python: '>=3.9'
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@@ -6803,7 +6803,7 @@ package:
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   url: https://repo.prefix.dev/conda-forge/linux-64/scipy-1.17.1-py313h4b8bb8b_0.conda
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-    python: '>=3.10'
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   url: https://repo.prefix.dev/conda-forge/noarch/terminado-0.18.1-pyh6dadd2b_1.conda
@@ -7439,7 +7439,7 @@ package:
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+    python: ''
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   hash:
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@@ -8209,27 +8209,27 @@ package:
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 - name: zipp
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+  version: 3.23.1
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   dependencies:
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-  url: https://repo.prefix.dev/conda-forge/noarch/zipp-3.23.0-pyhcf101f3_1.conda
+    python: ''
+  url: https://repo.prefix.dev/conda-forge/noarch/zipp-3.23.1-pyhcf101f3_0.conda
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 - name: zipp
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   platform: win-64
   dependencies:
-    python: '>=3.10'
-  url: https://repo.prefix.dev/conda-forge/noarch/zipp-3.23.0-pyhcf101f3_1.conda
+    python: ''
+  url: https://repo.prefix.dev/conda-forge/noarch/zipp-3.23.1-pyhcf101f3_0.conda
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 - name: zlib
@@ -8302,43 +8302,43 @@ package:
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 - name: geoapps-utils
-  version: 0.7.0a3.dev25+50ea38e
+  version: 0.7.0a4.dev14+6b26f39
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   platform: linux-64
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-  url: git+https://github.com/MiraGeoscience/geoapps-utils.git@50ea38e98956affec5d7468f63c3ce5f80520522
+  url: git+https://github.com/MiraGeoscience/geoapps-utils.git@6b26f39967277d6384c6fc28d8868c1104dfddeb
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-    url: git+https://github.com/MiraGeoscience/geoapps-utils.git@50ea38e98956affec5d7468f63c3ce5f80520522
+    url: git+https://github.com/MiraGeoscience/geoapps-utils.git@6b26f39967277d6384c6fc28d8868c1104dfddeb
   category: main
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+  version: 0.7.0a4.dev14+6b26f39
   manager: pip
   platform: win-64
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+    geoh5py: 0.13.0a4.dev5+5304d94b
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-  url: git+https://github.com/MiraGeoscience/geoapps-utils.git@50ea38e98956affec5d7468f63c3ce5f80520522
+  url: git+https://github.com/MiraGeoscience/geoapps-utils.git@6b26f39967277d6384c6fc28d8868c1104dfddeb
   hash:
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+    sha256: 6b26f39967277d6384c6fc28d8868c1104dfddeb
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-    url: git+https://github.com/MiraGeoscience/geoapps-utils.git@50ea38e98956affec5d7468f63c3ce5f80520522
+    url: git+https://github.com/MiraGeoscience/geoapps-utils.git@6b26f39967277d6384c6fc28d8868c1104dfddeb
   category: main
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+  version: 0.13.0a4.dev5+5304d94b
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@@ -8346,16 +8346,16 @@ package:
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     pillow: '>=12.1.0,<12.2.0'
     pydantic: '>=2.12.0,<2.13.0'
-  url: git+https://github.com/MiraGeoscience/geoh5py.git@0128671df31abe3fbf12e1a2dcc4f9c1ba7818a5
+  url: git+https://github.com/MiraGeoscience/geoh5py.git@5304d94ba76f57f82e7519cdcca18b6f6b89a557
   hash:
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+    sha256: 5304d94ba76f57f82e7519cdcca18b6f6b89a557
   source:
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-    url: git+https://github.com/MiraGeoscience/geoh5py.git@0128671df31abe3fbf12e1a2dcc4f9c1ba7818a5
+    url: git+https://github.com/MiraGeoscience/geoh5py.git@5304d94ba76f57f82e7519cdcca18b6f6b89a557
   category: main
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 - name: geoh5py
-  version: 0.12.3.dev301+0128671d
+  version: 0.13.0a4.dev5+5304d94b
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   dependencies:
@@ -8363,22 +8363,22 @@ package:
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     pillow: '>=12.1.0,<12.2.0'
     pydantic: '>=2.12.0,<2.13.0'
-  url: git+https://github.com/MiraGeoscience/geoh5py.git@0128671df31abe3fbf12e1a2dcc4f9c1ba7818a5
+  url: git+https://github.com/MiraGeoscience/geoh5py.git@5304d94ba76f57f82e7519cdcca18b6f6b89a557
   hash:
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+    sha256: 5304d94ba76f57f82e7519cdcca18b6f6b89a557
   source:
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-    url: git+https://github.com/MiraGeoscience/geoh5py.git@0128671df31abe3fbf12e1a2dcc4f9c1ba7818a5
+    url: git+https://github.com/MiraGeoscience/geoh5py.git@5304d94ba76f57f82e7519cdcca18b6f6b89a557
   category: main
   optional: false
 - name: grid-apps
-  version: 0.2.0a3.dev7+57806e7
+  version: 0.2.0a3
   manager: pip
   platform: linux-64
   dependencies:
     discretize: '>=0.12.0,<0.13.0'
-    geoapps-utils: 0.7.0a3.dev25+50ea38e
-    geoh5py: 0.12.3.dev301+0128671d
+    geoapps-utils: 0.7.0a4.dev14+6b26f39
+    geoh5py: 0.13.0a4.dev5+5304d94b
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     pydantic: '>=2.12.0,<2.13.0'
     scipy: '>=1.17.0,<1.18.0'
@@ -8391,13 +8391,13 @@ package:
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   optional: false
 - name: grid-apps
-  version: 0.2.0a3.dev7+57806e7
+  version: 0.2.0a3
   manager: pip
   platform: win-64
   dependencies:
     discretize: '>=0.12.0,<0.13.0'
-    geoapps-utils: 0.7.0a3.dev25+50ea38e
-    geoh5py: 0.12.3.dev301+0128671d
+    geoapps-utils: 0.7.0a4.dev14+6b26f39
+    geoh5py: 0.13.0a4.dev5+5304d94b
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     pydantic: '>=2.12.0,<2.13.0'
     scipy: '>=1.17.0,<1.18.0'
@@ -8410,7 +8410,7 @@ package:
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   optional: false
 - name: mira-simpeg
-  version: 0.25.0.1a2.dev12+gf7dd0d37a
+  version: 0.25.0.1a3.dev9+g3430f930a
   manager: pip
   platform: linux-64
   dependencies:
@@ -8422,16 +8422,16 @@ package:
     numpy: '>=1.22'
     pymatsolver: '>=0.3'
     scipy: '>=1.8'
-  url: git+https://github.com/MiraGeoscience/simpeg.git@f7dd0d37aac285dd9ece26396ee39ae72bd6d18d
+  url: git+https://github.com/MiraGeoscience/simpeg.git@3430f930a84f83a577e200677a77824e14f198de
   hash:
-    sha256: f7dd0d37aac285dd9ece26396ee39ae72bd6d18d
+    sha256: 3430f930a84f83a577e200677a77824e14f198de
   source:
     type: url
-    url: git+https://github.com/MiraGeoscience/simpeg.git@f7dd0d37aac285dd9ece26396ee39ae72bd6d18d
+    url: git+https://github.com/MiraGeoscience/simpeg.git@3430f930a84f83a577e200677a77824e14f198de
   category: main
   optional: false
 - name: mira-simpeg
-  version: 0.25.0.1a2.dev12+gf7dd0d37a
+  version: 0.25.0.1a3.dev9+g3430f930a
   manager: pip
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   dependencies:
@@ -8443,11 +8443,11 @@ package:
     numpy: '>=1.22'
     pymatsolver: '>=0.3'
     scipy: '>=1.8'
-  url: git+https://github.com/MiraGeoscience/simpeg.git@f7dd0d37aac285dd9ece26396ee39ae72bd6d18d
+  url: git+https://github.com/MiraGeoscience/simpeg.git@3430f930a84f83a577e200677a77824e14f198de
   hash:
-    sha256: f7dd0d37aac285dd9ece26396ee39ae72bd6d18d
+    sha256: 3430f930a84f83a577e200677a77824e14f198de
   source:
     type: url
-    url: git+https://github.com/MiraGeoscience/simpeg.git@f7dd0d37aac285dd9ece26396ee39ae72bd6d18d
+    url: git+https://github.com/MiraGeoscience/simpeg.git@3430f930a84f83a577e200677a77824e14f198de
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   optional: false
diff --git a/py-3.14.conda-lock.yml b/py-3.14.conda-lock.yml
index ec0cc0c9..baf8c016 100644
--- a/py-3.14.conda-lock.yml
+++ b/py-3.14.conda-lock.yml
@@ -137,7 +137,7 @@ package:
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     idna: '>=2.8'
-    python: '>=3.10'
+    python: ''
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   url: https://repo.prefix.dev/conda-forge/noarch/anyio-4.13.0-pyhcf101f3_0.conda
   hash:
@@ -152,7 +152,7 @@ package:
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     idna: '>=2.8'
-    python: '>=3.10'
+    python: ''
     typing_extensions: '>=4.5'
   url: https://repo.prefix.dev/conda-forge/noarch/anyio-4.13.0-pyhcf101f3_0.conda
   hash:
@@ -226,7 +226,7 @@ package:
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-    python: '>=3.10'
+    python: ''
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   url: https://repo.prefix.dev/conda-forge/noarch/arrow-1.4.0-pyhcf101f3_0.conda
@@ -240,7 +240,7 @@ package:
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   dependencies:
-    python: '>=3.10'
+    python: ''
     python-dateutil: '>=2.7.0'
     python-tzdata: ''
   url: https://repo.prefix.dev/conda-forge/noarch/arrow-1.4.0-pyhcf101f3_0.conda
@@ -328,7 +328,7 @@ package:
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   dependencies:
-    python: '>=3.10'
+    python: ''
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   url: https://repo.prefix.dev/conda-forge/noarch/async-lru-2.3.0-pyhcf101f3_0.conda
   hash:
@@ -341,7 +341,7 @@ package:
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   dependencies:
-    python: '>=3.10'
+    python: ''
     typing_extensions: '>=4.0.0'
   url: https://repo.prefix.dev/conda-forge/noarch/async-lru-2.3.0-pyhcf101f3_0.conda
   hash:
@@ -354,7 +354,7 @@ package:
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   platform: linux-64
   dependencies:
-    python: '>=3.10'
+    python: ''
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   hash:
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@@ -366,7 +366,7 @@ package:
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   dependencies:
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+    python: ''
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   hash:
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@@ -666,7 +666,7 @@ package:
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   dependencies:
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+    python: ''
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   hash:
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@@ -678,7 +678,7 @@ package:
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   platform: win-64
   dependencies:
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+    python: ''
   url: https://repo.prefix.dev/conda-forge/noarch/babel-2.18.0-pyhcf101f3_1.conda
   hash:
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@@ -742,7 +742,7 @@ package:
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   platform: linux-64
   dependencies:
-    python: '>=3.10'
+    python: ''
     webencodings: ''
   url: https://repo.prefix.dev/conda-forge/noarch/bleach-6.3.0-pyhcf101f3_1.conda
   hash:
@@ -755,7 +755,7 @@ package:
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   platform: win-64
   dependencies:
-    python: '>=3.10'
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   hash:
-    sha256: 0128671df31abe3fbf12e1a2dcc4f9c1ba7818a5
+    sha256: 5304d94ba76f57f82e7519cdcca18b6f6b89a557
   source:
     type: url
-    url: git+https://github.com/MiraGeoscience/geoh5py.git@0128671df31abe3fbf12e1a2dcc4f9c1ba7818a5
+    url: git+https://github.com/MiraGeoscience/geoh5py.git@5304d94ba76f57f82e7519cdcca18b6f6b89a557
   category: main
   optional: false
 - name: geoh5py
-  version: 0.12.3.dev301+0128671d
+  version: 0.13.0a4.dev5+5304d94b
   manager: pip
   platform: win-64
   dependencies:
@@ -8382,22 +8382,22 @@ package:
     numpy: '>=2.4.0,<2.5.0'
     pillow: '>=12.1.0,<12.2.0'
     pydantic: '>=2.12.0,<2.13.0'
-  url: git+https://github.com/MiraGeoscience/geoh5py.git@0128671df31abe3fbf12e1a2dcc4f9c1ba7818a5
+  url: git+https://github.com/MiraGeoscience/geoh5py.git@5304d94ba76f57f82e7519cdcca18b6f6b89a557
   hash:
-    sha256: 0128671df31abe3fbf12e1a2dcc4f9c1ba7818a5
+    sha256: 5304d94ba76f57f82e7519cdcca18b6f6b89a557
   source:
     type: url
-    url: git+https://github.com/MiraGeoscience/geoh5py.git@0128671df31abe3fbf12e1a2dcc4f9c1ba7818a5
+    url: git+https://github.com/MiraGeoscience/geoh5py.git@5304d94ba76f57f82e7519cdcca18b6f6b89a557
   category: main
   optional: false
 - name: grid-apps
-  version: 0.2.0a3.dev7+57806e7
+  version: 0.2.0a3
   manager: pip
   platform: linux-64
   dependencies:
     discretize: '>=0.12.0,<0.13.0'
-    geoapps-utils: 0.7.0a3.dev25+50ea38e
-    geoh5py: 0.12.3.dev301+0128671d
+    geoapps-utils: 0.7.0a4.dev14+6b26f39
+    geoh5py: 0.13.0a4.dev5+5304d94b
     numpy: '>=2.4.2,<2.5.0'
     pydantic: '>=2.12.0,<2.13.0'
     scipy: '>=1.17.0,<1.18.0'
@@ -8410,13 +8410,13 @@ package:
   category: main
   optional: false
 - name: grid-apps
-  version: 0.2.0a3.dev7+57806e7
+  version: 0.2.0a3
   manager: pip
   platform: win-64
   dependencies:
     discretize: '>=0.12.0,<0.13.0'
-    geoapps-utils: 0.7.0a3.dev25+50ea38e
-    geoh5py: 0.12.3.dev301+0128671d
+    geoapps-utils: 0.7.0a4.dev14+6b26f39
+    geoh5py: 0.13.0a4.dev5+5304d94b
     numpy: '>=2.4.2,<2.5.0'
     pydantic: '>=2.12.0,<2.13.0'
     scipy: '>=1.17.0,<1.18.0'
@@ -8429,7 +8429,7 @@ package:
   category: main
   optional: false
 - name: mira-simpeg
-  version: 0.25.0.1a2.dev12+gf7dd0d37a
+  version: 0.25.0.1a3.dev9+g3430f930a
   manager: pip
   platform: linux-64
   dependencies:
@@ -8441,16 +8441,16 @@ package:
     numpy: '>=1.22'
     pymatsolver: '>=0.3'
     scipy: '>=1.8'
-  url: git+https://github.com/MiraGeoscience/simpeg.git@f7dd0d37aac285dd9ece26396ee39ae72bd6d18d
+  url: git+https://github.com/MiraGeoscience/simpeg.git@3430f930a84f83a577e200677a77824e14f198de
   hash:
-    sha256: f7dd0d37aac285dd9ece26396ee39ae72bd6d18d
+    sha256: 3430f930a84f83a577e200677a77824e14f198de
   source:
     type: url
-    url: git+https://github.com/MiraGeoscience/simpeg.git@f7dd0d37aac285dd9ece26396ee39ae72bd6d18d
+    url: git+https://github.com/MiraGeoscience/simpeg.git@3430f930a84f83a577e200677a77824e14f198de
   category: main
   optional: false
 - name: mira-simpeg
-  version: 0.25.0.1a2.dev12+gf7dd0d37a
+  version: 0.25.0.1a3.dev9+g3430f930a
   manager: pip
   platform: win-64
   dependencies:
@@ -8462,11 +8462,11 @@ package:
     numpy: '>=1.22'
     pymatsolver: '>=0.3'
     scipy: '>=1.8'
-  url: git+https://github.com/MiraGeoscience/simpeg.git@f7dd0d37aac285dd9ece26396ee39ae72bd6d18d
+  url: git+https://github.com/MiraGeoscience/simpeg.git@3430f930a84f83a577e200677a77824e14f198de
   hash:
-    sha256: f7dd0d37aac285dd9ece26396ee39ae72bd6d18d
+    sha256: 3430f930a84f83a577e200677a77824e14f198de
   source:
     type: url
-    url: git+https://github.com/MiraGeoscience/simpeg.git@f7dd0d37aac285dd9ece26396ee39ae72bd6d18d
+    url: git+https://github.com/MiraGeoscience/simpeg.git@3430f930a84f83a577e200677a77824e14f198de
   category: main
   optional: false

From 1957921d672f5af680522bd060dbae900fc9d08b Mon Sep 17 00:00:00 2001
From: domfournier <dominiquef@mirageoscience.com>
Date: Thu, 16 Apr 2026 08:59:51 -0700
Subject: [PATCH 07/20] Shift the plot according to the convolution

---
 .../plate_simulation/match/driver.py          | 24 ++++++++++++-------
 1 file changed, 16 insertions(+), 8 deletions(-)

diff --git a/simpeg_drivers/plate_simulation/match/driver.py b/simpeg_drivers/plate_simulation/match/driver.py
index e81e6247..3d9cae44 100644
--- a/simpeg_drivers/plate_simulation/match/driver.py
+++ b/simpeg_drivers/plate_simulation/match/driver.py
@@ -258,7 +258,14 @@ def _get_drape_heights(self) -> np.ndarray:
         return topo_drape_z[:, 2]
 
     @staticmethod
-    def plot_figure(survey, observed, time_projection, spatial_projection) -> BytesIO:
+    def plot_figure(
+        locations, survey, observed, time_projection, spatial_projection, center: int
+    ) -> BytesIO:
+        """
+        Generate a figure showing the observed and simulated plate locations.
+        """
+        distances = np.linalg.norm(locations[0, :] - locations, axis=1)
+        horizontal_shift = (distances - np.mean(distances))[center]
 
         max_late_val = np.min(np.abs(observed[0, :]))
         data = normalized_data(observed, threshold=max_late_val)
@@ -270,11 +277,11 @@ def plot_figure(survey, observed, time_projection, spatial_projection) -> BytesI
 
         fig, ax = plt.figure(figsize=(12, 10)), plt.subplot()
         for obs, pred in zip(data, preds, strict=True):
-            ax.plot(obs, c="0.75", lw=2)
-            ax.plot(pred, c="k", ls="--", lw=2)
+            ax.plot(distances, obs, c="0.75", lw=2)
+            ax.plot(distances + horizontal_shift, pred, c="k", ls="--", lw=2)
 
-        ax.set_xlabel("Station #")
-        ax.set_ylabel("Normalized Amplitude")
+        ax.set_xlabel("Distance (m)")
+        ax.set_ylabel("Log Normalized Amplitude")
         ax.legend(["Observed", "Simulated"])
 
         buf = BytesIO()
@@ -369,17 +376,18 @@ def run(self):
                     options = PlateSimulationOptions.build(ifile)
 
                 dir_correction = strike_angle[ii] + 180 if flip else strike_angle[ii]
-
+                ind_center = int(centers[best])
                 plate = self._create_plate_from_parameters(
-                    int(indices[int(centers[best])]), options.model, dir_correction
+                    int(indices[ind_center]), options.model, dir_correction
                 )
                 plate.name = f"Query [{ii}]"
-
                 figure = self.plot_figure(
+                    self.params.survey.vertices[indices, :2],
                     survey,
                     observed[:, indices],
                     self._time_projection,
                     spatial_projection,
+                    ind_center,
                 )
                 plate.add_file(figure.getvalue(), name=f"profile_{plate.name}.png")
 

From 23e24e19a097f7c6033787bbcb259c40dc75fd69 Mon Sep 17 00:00:00 2001
From: domfournier <dominiquef@mirageoscience.com>
Date: Thu, 16 Apr 2026 15:13:59 -0700
Subject: [PATCH 08/20] Review inverse interpolation. Smooth out results

---
 .../plate_simulation/match/driver.py          | 57 ++++++++++++-------
 1 file changed, 35 insertions(+), 22 deletions(-)

diff --git a/simpeg_drivers/plate_simulation/match/driver.py b/simpeg_drivers/plate_simulation/match/driver.py
index 3d9cae44..e55cee4c 100644
--- a/simpeg_drivers/plate_simulation/match/driver.py
+++ b/simpeg_drivers/plate_simulation/match/driver.py
@@ -26,13 +26,13 @@
 from geoapps_utils.utils.logger import get_logger
 from geoapps_utils.utils.numerical import inverse_weighted_operator
 from geoapps_utils.utils.plotting import symlog
-from geoapps_utils.utils.transformations import rotate_xyz
+from geoapps_utils.utils.transformations import cartesian_to_polar, rotate_xyz
 from geoh5py import Workspace
 from geoh5py.groups import PropertyGroup, SimPEGGroup
 from geoh5py.objects import AirborneTEMReceivers, MaxwellPlate, Surface
 from geoh5py.objects.maxwell_plate import PlateGeometry
 from geoh5py.ui_json import InputFile
-from scipy import signal
+from scipy import ndimage, signal
 from scipy.sparse import csr_matrix
 from scipy.spatial import cKDTree
 
@@ -303,36 +303,49 @@ def spatial_interpolation(
         :return: Spatial interpolation matrix.
         """
         # Compute local coordinates for the current line segment
-        local_xyz = (
+        delta = (
             self.params.survey.vertices[indices]
             - self.params.survey.vertices[indices[0], :]
         )
-        azimuths = np.mean(np.rad2deg(np.arctan2(local_xyz[:, 1], local_xyz[:, 0]))[1:])
-
-        azimuths += (
-            0.0 if strike_angle is None else strike_angle
-        )  # Align azimuths to zero
+        azimuths = np.mean(np.rad2deg(np.arctan2(delta[:, 1], delta[:, 0]))[1:])
+        azimuths -= np.abs(strike_angle) if strike_angle else 0.0
 
         # Assume simulations are West to East
-        local_xyz = self.params.survey.vertices[indices] - self.params.survey.vertices[
-            indices, :
-        ].mean(axis=0)
+        arg_center = int(np.median(indices))
+        local_xyz = (
+            self.params.survey.vertices[indices]
+            - self.params.survey.vertices[arg_center, :]
+        )
         local_xyz[:, 2] = (
             self.params.survey.vertices[indices, 2] - self._drape_heights[indices]
         )
-        local_xyz = rotate_xyz(local_xyz, [0, 0, 0], azimuths)
+        local_xyz = rotate_xyz(local_xyz, [0, 0, 0], -azimuths)
+
+        # Get polar coordinates
+        local_polar = cartesian_to_polar(local_xyz)
+        local_polar[local_polar[:, 1] > 180, 0] *= -1
+        local_polar[local_polar[:, 1] > 180, 1] -= 180
+        # Transform azimuth to arc-lengths
+        local_polar[:, 1] = np.abs(
+            local_polar[:, 0] * np.deg2rad(90 - local_polar[:, 1])
+        )
 
-        # Get the 8 nearest neighbors in the simulation to each observation point
-        sim_tree = cKDTree(self._template.vertices)
-        rad, inds = sim_tree.query(local_xyz, k=16)
+        # Get template polar coordinates
+        sim_polar = cartesian_to_polar(self._template.vertices)
+        sim_polar[sim_polar[:, 1] > 180, 0] *= -1
+        sim_polar[sim_polar[:, 1] > 180, 1] -= 180
+        sim_polar[:, 1] = np.abs(sim_polar[:, 0] * np.deg2rad(90 - sim_polar[:, 1]))
+
+        sim_tree = cKDTree(sim_polar)
+        rad, inds = sim_tree.query(local_polar, k=14)
         inds = np.minimum(self._template.vertices.shape[0] - 1, inds)
 
         return inverse_weighted_operator(
             rad.flatten(),
             inds.flatten(),
             (local_xyz.shape[0], self._template.vertices.shape[0]),
-            2.0,
-            1e-0,
+            1.0,
+            1e-1,
         )
 
     def run(self):
@@ -540,6 +553,9 @@ def get_normalized_prediced(
     scale = threshold / np.min(np.abs(pred[0, :]))
     pred = normalized_data(pred, scale=scale, threshold=threshold)
 
+    # Smooth out the spatial interpolation
+    pred = ndimage.convolve1d(pred, np.ones(4) / 4, axis=1)
+
     return pred
 
 
@@ -582,7 +598,6 @@ def batch_files_score(
             indices = []
             # Metric: normalized cross-correlation
             for obs, pre in zip(data, pred, strict=True):
-                # Scale pre on obs
                 # Full cross-correlation
                 corr = signal.correlate(obs, pre, mode="same")
                 # Normalize by energy to get correlation coefficient in [-1, 1]
@@ -592,7 +607,7 @@ def batch_files_score(
                 else:
                     corr_norm = corr / denom
 
-                score += np.linalg.norm(obs - pre)
+                score += np.linalg.norm(obs - pre) / np.linalg.norm(obs)
                 indices.append(np.argmax(corr_norm))
 
             scores.append((score, np.median(indices)))
@@ -601,9 +616,7 @@ def batch_files_score(
 
 
 if __name__ == "__main__":
-    file = Path(
-        r"C:\Users\dominiquef\Documents\tests\plate_match_Vale_test.ui.json"
-    ).resolve()
+    file = Path(sys.argv[1]).resolve()
     n_w, n_t = get_default_parallelization_params(file)
 
     PlateMatchDriver.start_dask_run(file, n_workers=n_w, n_threads=n_t)

From f4bfba52fbfb634029ebdedf8dfd0d11c4c0cbc9 Mon Sep 17 00:00:00 2001
From: domfournier <dominiquef@mirageoscience.com>
Date: Thu, 16 Apr 2026 15:18:37 -0700
Subject: [PATCH 09/20] Add docstrings

---
 .../plate_simulation/match/driver.py          | 20 +++++++++++++++++++
 1 file changed, 20 insertions(+)

diff --git a/simpeg_drivers/plate_simulation/match/driver.py b/simpeg_drivers/plate_simulation/match/driver.py
index e55cee4c..74ef9042 100644
--- a/simpeg_drivers/plate_simulation/match/driver.py
+++ b/simpeg_drivers/plate_simulation/match/driver.py
@@ -263,6 +263,15 @@ def plot_figure(
     ) -> BytesIO:
         """
         Generate a figure showing the observed and simulated plate locations.
+
+        :param locations: Array of locations.
+        :param survey: Survey object.
+        :param observed: Array of observed data.
+        :param time_projection: Array performing the time interpolation.
+        :param spatial_projection: Array performing the spatial interpolation.
+        :param center: Index of the center point in the survey vertices.
+
+        :return: BytesIO object containing the figure.
         """
         distances = np.linalg.norm(locations[0, :] - locations, axis=1)
         horizontal_shift = (distances - np.mean(distances))[center]
@@ -542,6 +551,17 @@ def fetch_survey(workspace: Workspace) -> AirborneTEMReceivers | None:
 def get_normalized_prediced(
     survey: AirborneTEMReceivers, spatial_projection, time_projection, threshold
 ) -> np.ndarray:
+    """
+    From a survey entity, retrieve the predicted data group,
+    interpolate and normalize the data
+
+    :param survey: AirborneTEMReceivers entity
+    :param spatial_projection: Spatial interpolation matrix for the current query.
+    :param time_projection: Time interpolation matrix for the current query.
+    :param threshold: Percentile threshold for symlog normalization.
+
+    :return: Normalized predicted data
+    """
     data_entity = survey.get_entity("Iteration_0_vertical")[0]
 
     if data_entity is None:

From bdb6ba17493d28f2edfb7532082aac26961fdb22 Mon Sep 17 00:00:00 2001
From: domfournier <dominiquef@mirageoscience.com>
Date: Thu, 16 Apr 2026 15:28:27 -0700
Subject: [PATCH 10/20] Re-lock

---
 environments/py-3.12-linux-64-dev.conda.lock.yml |  2 +-
 environments/py-3.12-linux-64.conda.lock.yml     |  2 +-
 environments/py-3.12-win-64-dev.conda.lock.yml   | 11 +++++------
 environments/py-3.12-win-64.conda.lock.yml       |  2 +-
 environments/py-3.13-linux-64-dev.conda.lock.yml |  2 +-
 environments/py-3.13-linux-64.conda.lock.yml     |  2 +-
 environments/py-3.13-win-64-dev.conda.lock.yml   |  2 +-
 environments/py-3.13-win-64.conda.lock.yml       |  2 +-
 environments/py-3.14-linux-64-dev.conda.lock.yml |  2 +-
 environments/py-3.14-linux-64.conda.lock.yml     |  2 +-
 environments/py-3.14-win-64-dev.conda.lock.yml   |  2 +-
 environments/py-3.14-win-64.conda.lock.yml       |  2 +-
 py-3.12.conda-lock.yml                           | 16 ++++++++--------
 py-3.13.conda-lock.yml                           | 16 ++++++++--------
 py-3.14.conda-lock.yml                           | 16 ++++++++--------
 15 files changed, 40 insertions(+), 41 deletions(-)

diff --git a/environments/py-3.12-linux-64-dev.conda.lock.yml b/environments/py-3.12-linux-64-dev.conda.lock.yml
index 84565d01..dfe6dbdb 100644
--- a/environments/py-3.12-linux-64-dev.conda.lock.yml
+++ b/environments/py-3.12-linux-64-dev.conda.lock.yml
@@ -146,7 +146,7 @@ dependencies:
   - liblzma=5.8.3=hb03c661_0
   - libnghttp2=1.68.1=h877daf1_0
   - libnsl=2.0.1=hb9d3cd8_1
-  - libpng=1.6.57=h421ea60_0
+  - libpng=1.6.58=h421ea60_0
   - libscotch=7.0.11=int64_hfcc3fd4_2
   - libsodium=1.0.21=h280c20c_3
   - libspatialindex=2.1.0=he57a185_0
diff --git a/environments/py-3.12-linux-64.conda.lock.yml b/environments/py-3.12-linux-64.conda.lock.yml
index 08191f2d..fb9fdb71 100644
--- a/environments/py-3.12-linux-64.conda.lock.yml
+++ b/environments/py-3.12-linux-64.conda.lock.yml
@@ -84,7 +84,7 @@ dependencies:
   - liblzma=5.8.3=hb03c661_0
   - libnghttp2=1.68.1=h877daf1_0
   - libnsl=2.0.1=hb9d3cd8_1
-  - libpng=1.6.57=h421ea60_0
+  - libpng=1.6.58=h421ea60_0
   - libscotch=7.0.11=int64_hfcc3fd4_2
   - libspatialindex=2.1.0=he57a185_0
   - libsqlite=3.53.0=h0c1763c_0
diff --git a/environments/py-3.12-win-64-dev.conda.lock.yml b/environments/py-3.12-win-64-dev.conda.lock.yml
index 6d3a6ad6..e83804b4 100644
--- a/environments/py-3.12-win-64-dev.conda.lock.yml
+++ b/environments/py-3.12-win-64-dev.conda.lock.yml
@@ -136,7 +136,7 @@ dependencies:
   - libjpeg-turbo=3.1.4.1=hfd05255_0
   - liblapack=3.11.0=6_hf9ab0e9_mkl
   - liblzma=5.8.3=hfd05255_0
-  - libpng=1.6.57=h7351971_0
+  - libpng=1.6.58=h7351971_0
   - libsodium=1.0.21=h6a83c73_3
   - libspatialindex=2.1.0=h518811d_0
   - libsqlite=3.53.0=hf5d6505_0
@@ -286,11 +286,10 @@ dependencies:
   - zlib-ng=2.3.3=h0261ad2_1
   - zstd=1.5.7=h534d264_6
   - pip:
-    - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@develop
-    - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@develop
-    - grid-apps @ git+https://github.com/MiraGeoscience/grid-apps.git@develop
-    - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@develop
-    - simpeg-drivers @ git+https://github.com/MiraGeoscience/simpeg-drivers.git@GEOPY-2800
+    - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@6b26f39967277d6384c6fc28d8868c1104dfddeb
+    - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@5304d94ba76f57f82e7519cdcca18b6f6b89a557
+    - grid-apps @ git+https://github.com/MiraGeoscience/grid-apps.git@57806e78469cb881a8d5dceae645336e77310bf4
+    - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@3430f930a84f83a577e200677a77824e14f198de
 
 variables:
   KMP_WARNINGS: 0
diff --git a/environments/py-3.12-win-64.conda.lock.yml b/environments/py-3.12-win-64.conda.lock.yml
index bf128900..c1b23284 100644
--- a/environments/py-3.12-win-64.conda.lock.yml
+++ b/environments/py-3.12-win-64.conda.lock.yml
@@ -75,7 +75,7 @@ dependencies:
   - libjpeg-turbo=3.1.4.1=hfd05255_0
   - liblapack=3.11.0=6_hf9ab0e9_mkl
   - liblzma=5.8.3=hfd05255_0
-  - libpng=1.6.57=h7351971_0
+  - libpng=1.6.58=h7351971_0
   - libspatialindex=2.1.0=h518811d_0
   - libsqlite=3.53.0=hf5d6505_0
   - libssh2=1.11.1=h9aa295b_0
diff --git a/environments/py-3.13-linux-64-dev.conda.lock.yml b/environments/py-3.13-linux-64-dev.conda.lock.yml
index e9bb2c55..f2ae647f 100644
--- a/environments/py-3.13-linux-64-dev.conda.lock.yml
+++ b/environments/py-3.13-linux-64-dev.conda.lock.yml
@@ -146,7 +146,7 @@ dependencies:
   - liblzma=5.8.3=hb03c661_0
   - libmpdec=4.0.0=hb03c661_1
   - libnghttp2=1.68.1=h877daf1_0
-  - libpng=1.6.57=h421ea60_0
+  - libpng=1.6.58=h421ea60_0
   - libscotch=7.0.11=int64_hfcc3fd4_2
   - libsodium=1.0.21=h280c20c_3
   - libspatialindex=2.1.0=he57a185_0
diff --git a/environments/py-3.13-linux-64.conda.lock.yml b/environments/py-3.13-linux-64.conda.lock.yml
index 609c667a..24869f1b 100644
--- a/environments/py-3.13-linux-64.conda.lock.yml
+++ b/environments/py-3.13-linux-64.conda.lock.yml
@@ -84,7 +84,7 @@ dependencies:
   - liblzma=5.8.3=hb03c661_0
   - libmpdec=4.0.0=hb03c661_1
   - libnghttp2=1.68.1=h877daf1_0
-  - libpng=1.6.57=h421ea60_0
+  - libpng=1.6.58=h421ea60_0
   - libscotch=7.0.11=int64_hfcc3fd4_2
   - libspatialindex=2.1.0=he57a185_0
   - libsqlite=3.53.0=h0c1763c_0
diff --git a/environments/py-3.13-win-64-dev.conda.lock.yml b/environments/py-3.13-win-64-dev.conda.lock.yml
index 640fd61f..be8f9fed 100644
--- a/environments/py-3.13-win-64-dev.conda.lock.yml
+++ b/environments/py-3.13-win-64-dev.conda.lock.yml
@@ -137,7 +137,7 @@ dependencies:
   - liblapack=3.11.0=6_hf9ab0e9_mkl
   - liblzma=5.8.3=hfd05255_0
   - libmpdec=4.0.0=hfd05255_1
-  - libpng=1.6.57=h7351971_0
+  - libpng=1.6.58=h7351971_0
   - libsodium=1.0.21=h6a83c73_3
   - libspatialindex=2.1.0=h518811d_0
   - libsqlite=3.53.0=hf5d6505_0
diff --git a/environments/py-3.13-win-64.conda.lock.yml b/environments/py-3.13-win-64.conda.lock.yml
index a17a472c..2bf9ed02 100644
--- a/environments/py-3.13-win-64.conda.lock.yml
+++ b/environments/py-3.13-win-64.conda.lock.yml
@@ -76,7 +76,7 @@ dependencies:
   - liblapack=3.11.0=6_hf9ab0e9_mkl
   - liblzma=5.8.3=hfd05255_0
   - libmpdec=4.0.0=hfd05255_1
-  - libpng=1.6.57=h7351971_0
+  - libpng=1.6.58=h7351971_0
   - libspatialindex=2.1.0=h518811d_0
   - libsqlite=3.53.0=hf5d6505_0
   - libssh2=1.11.1=h9aa295b_0
diff --git a/environments/py-3.14-linux-64-dev.conda.lock.yml b/environments/py-3.14-linux-64-dev.conda.lock.yml
index 2edcb005..6916e888 100644
--- a/environments/py-3.14-linux-64-dev.conda.lock.yml
+++ b/environments/py-3.14-linux-64-dev.conda.lock.yml
@@ -146,7 +146,7 @@ dependencies:
   - liblzma=5.8.3=hb03c661_0
   - libmpdec=4.0.0=hb03c661_1
   - libnghttp2=1.68.1=h877daf1_0
-  - libpng=1.6.57=h421ea60_0
+  - libpng=1.6.58=h421ea60_0
   - libscotch=7.0.11=int64_hfcc3fd4_2
   - libsodium=1.0.21=h280c20c_3
   - libspatialindex=2.1.0=he57a185_0
diff --git a/environments/py-3.14-linux-64.conda.lock.yml b/environments/py-3.14-linux-64.conda.lock.yml
index 6fc8fa5e..54b8645b 100644
--- a/environments/py-3.14-linux-64.conda.lock.yml
+++ b/environments/py-3.14-linux-64.conda.lock.yml
@@ -84,7 +84,7 @@ dependencies:
   - liblzma=5.8.3=hb03c661_0
   - libmpdec=4.0.0=hb03c661_1
   - libnghttp2=1.68.1=h877daf1_0
-  - libpng=1.6.57=h421ea60_0
+  - libpng=1.6.58=h421ea60_0
   - libscotch=7.0.11=int64_hfcc3fd4_2
   - libspatialindex=2.1.0=he57a185_0
   - libsqlite=3.53.0=h0c1763c_0
diff --git a/environments/py-3.14-win-64-dev.conda.lock.yml b/environments/py-3.14-win-64-dev.conda.lock.yml
index 75d0d9df..69e184fb 100644
--- a/environments/py-3.14-win-64-dev.conda.lock.yml
+++ b/environments/py-3.14-win-64-dev.conda.lock.yml
@@ -137,7 +137,7 @@ dependencies:
   - liblapack=3.11.0=6_hf9ab0e9_mkl
   - liblzma=5.8.3=hfd05255_0
   - libmpdec=4.0.0=hfd05255_1
-  - libpng=1.6.57=h7351971_0
+  - libpng=1.6.58=h7351971_0
   - libsodium=1.0.21=h6a83c73_3
   - libspatialindex=2.1.0=h518811d_0
   - libsqlite=3.53.0=hf5d6505_0
diff --git a/environments/py-3.14-win-64.conda.lock.yml b/environments/py-3.14-win-64.conda.lock.yml
index 27e4a886..a9abd5ea 100644
--- a/environments/py-3.14-win-64.conda.lock.yml
+++ b/environments/py-3.14-win-64.conda.lock.yml
@@ -76,7 +76,7 @@ dependencies:
   - liblapack=3.11.0=6_hf9ab0e9_mkl
   - liblzma=5.8.3=hfd05255_0
   - libmpdec=4.0.0=hfd05255_1
-  - libpng=1.6.57=h7351971_0
+  - libpng=1.6.58=h7351971_0
   - libspatialindex=2.1.0=h518811d_0
   - libsqlite=3.53.0=hf5d6505_0
   - libssh2=1.11.1=h9aa295b_0
diff --git a/py-3.12.conda-lock.yml b/py-3.12.conda-lock.yml
index 8d820af3..5fa72938 100644
--- a/py-3.12.conda-lock.yml
+++ b/py-3.12.conda-lock.yml
@@ -3999,21 +3999,21 @@ package:
   category: main
   optional: false
 - name: libpng
-  version: 1.6.57
+  version: 1.6.58
   manager: conda
   platform: linux-64
   dependencies:
     __glibc: '>=2.17,<3.0.a0'
     libgcc: '>=14'
     libzlib: '>=1.3.2,<2.0a0'
-  url: https://repo.prefix.dev/conda-forge/linux-64/libpng-1.6.57-h421ea60_0.conda
+  url: https://repo.prefix.dev/conda-forge/linux-64/libpng-1.6.58-h421ea60_0.conda
   hash:
-    md5: 06f225e6d8c549ad6c0201679828a882
-    sha256: 06323fb0a831440f0b72a53013182e1d4bb219e3ea958bb37af98b25dc0cf518
+    md5: eba48a68a1a2b9d3c0d9511548db85db
+    sha256: 377cfe037f3eeb3b1bf3ad333f724a64d32f315ee1958581fc671891d63d3f89
   category: main
   optional: false
 - name: libpng
-  version: 1.6.57
+  version: 1.6.58
   manager: conda
   platform: win-64
   dependencies:
@@ -4021,10 +4021,10 @@ package:
     ucrt: '>=10.0.20348.0'
     vc: '>=14.3,<15'
     vc14_runtime: '>=14.44.35208'
-  url: https://repo.prefix.dev/conda-forge/win-64/libpng-1.6.57-h7351971_0.conda
+  url: https://repo.prefix.dev/conda-forge/win-64/libpng-1.6.58-h7351971_0.conda
   hash:
-    md5: 3e40866d979cf6faba7263de9c2b4b99
-    sha256: e6bcba34dc6b4855f5fcd988980d06978ec33686dde8b99fe75fa76e6620d394
+    md5: 52f1280563f3b48b5f75414cd2d15dd1
+    sha256: 218913aeee391460bd0e341b834dbd9c6fa6ae0a4276c0c300266cc99a816a28
   category: main
   optional: false
 - name: libscotch
diff --git a/py-3.13.conda-lock.yml b/py-3.13.conda-lock.yml
index 8d9fbee5..0b520412 100644
--- a/py-3.13.conda-lock.yml
+++ b/py-3.13.conda-lock.yml
@@ -4011,21 +4011,21 @@ package:
   category: main
   optional: false
 - name: libpng
-  version: 1.6.57
+  version: 1.6.58
   manager: conda
   platform: linux-64
   dependencies:
     __glibc: '>=2.17,<3.0.a0'
     libgcc: '>=14'
     libzlib: '>=1.3.2,<2.0a0'
-  url: https://repo.prefix.dev/conda-forge/linux-64/libpng-1.6.57-h421ea60_0.conda
+  url: https://repo.prefix.dev/conda-forge/linux-64/libpng-1.6.58-h421ea60_0.conda
   hash:
-    md5: 06f225e6d8c549ad6c0201679828a882
-    sha256: 06323fb0a831440f0b72a53013182e1d4bb219e3ea958bb37af98b25dc0cf518
+    md5: eba48a68a1a2b9d3c0d9511548db85db
+    sha256: 377cfe037f3eeb3b1bf3ad333f724a64d32f315ee1958581fc671891d63d3f89
   category: main
   optional: false
 - name: libpng
-  version: 1.6.57
+  version: 1.6.58
   manager: conda
   platform: win-64
   dependencies:
@@ -4033,10 +4033,10 @@ package:
     ucrt: '>=10.0.20348.0'
     vc: '>=14.3,<15'
     vc14_runtime: '>=14.44.35208'
-  url: https://repo.prefix.dev/conda-forge/win-64/libpng-1.6.57-h7351971_0.conda
+  url: https://repo.prefix.dev/conda-forge/win-64/libpng-1.6.58-h7351971_0.conda
   hash:
-    md5: 3e40866d979cf6faba7263de9c2b4b99
-    sha256: e6bcba34dc6b4855f5fcd988980d06978ec33686dde8b99fe75fa76e6620d394
+    md5: 52f1280563f3b48b5f75414cd2d15dd1
+    sha256: 218913aeee391460bd0e341b834dbd9c6fa6ae0a4276c0c300266cc99a816a28
   category: main
   optional: false
 - name: libscotch
diff --git a/py-3.14.conda-lock.yml b/py-3.14.conda-lock.yml
index baf8c016..31d29cb8 100644
--- a/py-3.14.conda-lock.yml
+++ b/py-3.14.conda-lock.yml
@@ -3997,21 +3997,21 @@ package:
   category: main
   optional: false
 - name: libpng
-  version: 1.6.57
+  version: 1.6.58
   manager: conda
   platform: linux-64
   dependencies:
     __glibc: '>=2.17,<3.0.a0'
     libgcc: '>=14'
     libzlib: '>=1.3.2,<2.0a0'
-  url: https://repo.prefix.dev/conda-forge/linux-64/libpng-1.6.57-h421ea60_0.conda
+  url: https://repo.prefix.dev/conda-forge/linux-64/libpng-1.6.58-h421ea60_0.conda
   hash:
-    md5: 06f225e6d8c549ad6c0201679828a882
-    sha256: 06323fb0a831440f0b72a53013182e1d4bb219e3ea958bb37af98b25dc0cf518
+    md5: eba48a68a1a2b9d3c0d9511548db85db
+    sha256: 377cfe037f3eeb3b1bf3ad333f724a64d32f315ee1958581fc671891d63d3f89
   category: main
   optional: false
 - name: libpng
-  version: 1.6.57
+  version: 1.6.58
   manager: conda
   platform: win-64
   dependencies:
@@ -4019,10 +4019,10 @@ package:
     ucrt: '>=10.0.20348.0'
     vc: '>=14.3,<15'
     vc14_runtime: '>=14.44.35208'
-  url: https://repo.prefix.dev/conda-forge/win-64/libpng-1.6.57-h7351971_0.conda
+  url: https://repo.prefix.dev/conda-forge/win-64/libpng-1.6.58-h7351971_0.conda
   hash:
-    md5: 3e40866d979cf6faba7263de9c2b4b99
-    sha256: e6bcba34dc6b4855f5fcd988980d06978ec33686dde8b99fe75fa76e6620d394
+    md5: 52f1280563f3b48b5f75414cd2d15dd1
+    sha256: 218913aeee391460bd0e341b834dbd9c6fa6ae0a4276c0c300266cc99a816a28
   category: main
   optional: false
 - name: libscotch

From b236d0f8e3c413e3dd96587c40549164c95934c7 Mon Sep 17 00:00:00 2001
From: domfournier <dominiquef@mirageoscience.com>
Date: Thu, 16 Apr 2026 15:30:55 -0700
Subject: [PATCH 11/20] Copilot comments

---
 .../plate_simulation/match/driver.py          | 21 ++++++++++---------
 .../plate_simulation/match/options.py         |  4 +---
 2 files changed, 12 insertions(+), 13 deletions(-)

diff --git a/simpeg_drivers/plate_simulation/match/driver.py b/simpeg_drivers/plate_simulation/match/driver.py
index 74ef9042..f8a7d73c 100644
--- a/simpeg_drivers/plate_simulation/match/driver.py
+++ b/simpeg_drivers/plate_simulation/match/driver.py
@@ -276,10 +276,10 @@ def plot_figure(
         distances = np.linalg.norm(locations[0, :] - locations, axis=1)
         horizontal_shift = (distances - np.mean(distances))[center]
 
-        max_late_val = np.min(np.abs(observed[0, :]))
-        data = normalized_data(observed, threshold=max_late_val)
-        preds = get_normalized_prediced(
-            survey, spatial_projection, time_projection, max_late_val
+        in_early_val = np.min(np.abs(observed[0, :]))
+        data = normalized_data(observed, threshold=in_early_val)
+        preds = get_normalized_predicted(
+            survey, spatial_projection, time_projection, in_early_val
         )
 
         preds *= data.max() / preds.max()
@@ -295,7 +295,8 @@ def plot_figure(
 
         buf = BytesIO()
         fig.savefig(buf, format="png")
-
+        plt.close(fig)
+        buf.seek(0)
         return buf
 
     def spatial_interpolation(
@@ -548,7 +549,7 @@ def fetch_survey(workspace: Workspace) -> AirborneTEMReceivers | None:
     return None
 
 
-def get_normalized_prediced(
+def get_normalized_predicted(
     survey: AirborneTEMReceivers, spatial_projection, time_projection, threshold
 ) -> np.ndarray:
     """
@@ -600,8 +601,8 @@ def batch_files_score(
     if isinstance(files, Path):
         files = [files]
 
-    max_late_val = np.min(np.abs(observed[0, :]))
-    data = normalized_data(observed, threshold=max_late_val)
+    in_early_val = np.minimum(np.abs(observed[0, :]), 1e-20)
+    data = normalized_data(observed, threshold=in_early_val)
 
     for sim_file in files:
         with Workspace(sim_file, mode="r") as ws:
@@ -611,8 +612,8 @@ def batch_files_score(
                 logger.warning("No survey found in %s, skipping.", sim_file)
                 continue
 
-            pred = get_normalized_prediced(
-                survey, spatial_projection, time_projection, max_late_val
+            pred = get_normalized_predicted(
+                survey, spatial_projection, time_projection, in_early_val
             )
             score = 0.0
             indices = []
diff --git a/simpeg_drivers/plate_simulation/match/options.py b/simpeg_drivers/plate_simulation/match/options.py
index 451e6f03..e589a7fe 100644
--- a/simpeg_drivers/plate_simulation/match/options.py
+++ b/simpeg_drivers/plate_simulation/match/options.py
@@ -8,13 +8,11 @@
 #                                                                                   '
 # '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
-import itertools
 from pathlib import Path
 from typing import ClassVar
 
-import numpy as np
-from geoapps_utils import GeoAppsError
 from geoapps_utils.base import Options
+from geoapps_utils.utils.importing import GeoAppsError
 from geoh5py.data import FloatData
 from geoh5py.groups import PropertyGroup, SimPEGGroup
 from geoh5py.objects import Grid2D, Points

From 4140a97b1204f1007ee08efc85545ddd98e98598 Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Thu, 16 Apr 2026 22:34:16 +0000
Subject: [PATCH 12/20] fix: restore logging disable level in suppress_logging

Agent-Logs-Url: https://github.com/MiraGeoscience/simpeg-drivers/sessions/5b024b64-b5f4-42ff-b10e-b52592459dd1

Co-authored-by: domfournier <55204635+domfournier@users.noreply.github.com>
---
 .../plate_simulation/match/driver.py          |  7 +++----
 tests/plate_simulation/runtest/match_test.py  | 19 ++++++++++++++++++-
 2 files changed, 21 insertions(+), 5 deletions(-)

diff --git a/simpeg_drivers/plate_simulation/match/driver.py b/simpeg_drivers/plate_simulation/match/driver.py
index f8a7d73c..30deb57f 100644
--- a/simpeg_drivers/plate_simulation/match/driver.py
+++ b/simpeg_drivers/plate_simulation/match/driver.py
@@ -52,14 +52,13 @@
 
 @contextmanager
 def suppress_logging(level=logging.WARNING):
-    """Context manager to temporarily disable all logging."""
-    # logging.disable(level) stops all loggers from processing messages <= level
+    """Temporarily disable logging records at or below the given level."""
+    previous_disable_level = logging.root.manager.disable
     logging.disable(level)
     try:
         yield
     finally:
-        # Re-enable by setting to NOTSET
-        logging.disable(logging.NOTSET)
+        logging.disable(previous_disable_level)
 
 
 class PlateMatchDriver(Driver):
diff --git a/tests/plate_simulation/runtest/match_test.py b/tests/plate_simulation/runtest/match_test.py
index 956c492d..fd452ee6 100644
--- a/tests/plate_simulation/runtest/match_test.py
+++ b/tests/plate_simulation/runtest/match_test.py
@@ -8,6 +8,7 @@
 #                                                                                   '
 # '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 import shutil
+import logging
 from pathlib import Path
 
 import numpy as np
@@ -26,7 +27,11 @@
     TDEMForwardOptions,
 )
 from simpeg_drivers.plate_simulation.driver import PlateSimulationDriver
-from simpeg_drivers.plate_simulation.match.driver import PlateMatchDriver, fetch_survey
+from simpeg_drivers.plate_simulation.match.driver import (
+    PlateMatchDriver,
+    fetch_survey,
+    suppress_logging,
+)
 from simpeg_drivers.plate_simulation.match.options import PlateMatchOptions
 from simpeg_drivers.plate_simulation.options import PlateSimulationOptions
 from simpeg_drivers.utils.synthetics.driver import (
@@ -215,3 +220,15 @@ def test_matching_driver(tmp_path: Path):
         assert names.values[0] == file.stem + f"_[{4}].geoh5"
 
         assert geoh5.get_entity("Query [0]")[0].geometry.dip_direction == 45.0
+
+
+def test_suppress_logging_restores_disable_level():
+    original_disable_level = logging.root.manager.disable
+    logging.disable(logging.ERROR)
+    try:
+        with suppress_logging(level=logging.WARNING):
+            assert logging.root.manager.disable == logging.WARNING
+
+        assert logging.root.manager.disable == logging.ERROR
+    finally:
+        logging.disable(original_disable_level)

From 50d7194eaee60d5c2da9dc5f018062ce13e996c3 Mon Sep 17 00:00:00 2001
From: "pre-commit-ci[bot]"
 <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Date: Thu, 16 Apr 2026 22:38:25 +0000
Subject: [PATCH 13/20] [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci
---
 tests/plate_simulation/runtest/match_test.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/tests/plate_simulation/runtest/match_test.py b/tests/plate_simulation/runtest/match_test.py
index fd452ee6..cfb3ca83 100644
--- a/tests/plate_simulation/runtest/match_test.py
+++ b/tests/plate_simulation/runtest/match_test.py
@@ -7,8 +7,8 @@
 #  (see LICENSE file at the root of this source code package).                      '
 #                                                                                   '
 # '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-import shutil
 import logging
+import shutil
 from pathlib import Path
 
 import numpy as np

From 9e35d4b9437c35be1f769623f3d788ad325ad23c Mon Sep 17 00:00:00 2001
From: domfournier <dominiquef@mirageoscience.com>
Date: Fri, 17 Apr 2026 10:08:07 -0700
Subject: [PATCH 14/20] Augment unittests

---
 .../plate_simulation/match/driver.py          |  4 +--
 tests/plate_simulation/runtest/match_test.py  | 25 ++++++++++++++-----
 2 files changed, 21 insertions(+), 8 deletions(-)

diff --git a/simpeg_drivers/plate_simulation/match/driver.py b/simpeg_drivers/plate_simulation/match/driver.py
index 30deb57f..4c0dd36b 100644
--- a/simpeg_drivers/plate_simulation/match/driver.py
+++ b/simpeg_drivers/plate_simulation/match/driver.py
@@ -233,7 +233,7 @@ def _create_plate_from_parameters(
             }
         )
         plate = MaxwellPlate.create(
-            self.params.geoh5, geometry=plate_geometry, parent=self.params.out_group
+            self.params.geoh5, geometry=plate_geometry, parent=self.out_group
         )
         plate.metadata = model_options.model_dump()
 
@@ -416,7 +416,7 @@ def run(self):
             names.append(self.params.simulation_files[best].name)
             results.append(scores[best])
 
-        out = self.params.queries.copy(parent=self.params.out_group)
+        out = self.params.queries.copy(parent=self.out_group)
         out.add_data(
             {
                 "file": {
diff --git a/tests/plate_simulation/runtest/match_test.py b/tests/plate_simulation/runtest/match_test.py
index fd452ee6..3841b267 100644
--- a/tests/plate_simulation/runtest/match_test.py
+++ b/tests/plate_simulation/runtest/match_test.py
@@ -7,8 +7,8 @@
 #  (see LICENSE file at the root of this source code package).                      '
 #                                                                                   '
 # '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-import shutil
 import logging
+import shutil
 from pathlib import Path
 
 import numpy as np
@@ -16,6 +16,7 @@
 from geoapps_utils.utils.importing import GeoAppsError
 from geoapps_utils.utils.transformations import rotate_xyz
 from geoh5py import Workspace
+from geoh5py.data import FilenameData
 from geoh5py.groups import PropertyGroup, SimPEGGroup
 from geoh5py.objects import Points
 from geoh5py.ui_json import InputFile
@@ -57,7 +58,7 @@ def generate_example(geoh5: Workspace, n_grid_points: int, refinement: tuple[int
             topography=lambda x, y: np.zeros(x.shape),
         ),
         mesh=MeshOptions(refinement=refinement),
-        model=ModelOptions(background=0.001),
+        model=ModelOptions(background=0.0001, anomaly=10),
     )
     components = SyntheticsComponents(geoh5, options=opts)
     vals = components.survey.add_data(
@@ -88,15 +89,20 @@ def test_file_parsing(tmp_path: Path):
 
     with get_workspace(tmp_path / f"{__name__}.geoh5") as geoh5:
         components = generate_example(geoh5, n_grid_points=3, refinement=(2,))
+
         options = PlateMatchOptions(
             geoh5=geoh5,
             survey=components.survey,
             data=components.property_group,
             queries=components.queries,
             topography_object=components.topography,
-            simulations=tmp_path,
+            simulations=tmp_path / "non_existing",
         )
 
+    with pytest.raises(GeoAppsError, match="Simulation directory not found"):
+        _ = options.simulation_files
+
+    options.simulations = tmp_path
     sim_files = options.simulation_files
     assert len(sim_files) == 1
     assert sim_files[0].name == f"{__name__}.geoh5"
@@ -147,8 +153,13 @@ def test_matching_driver(tmp_path: Path):
         ifile.data["simulation"] = fwr_driver.out_group
 
         plate_options = PlateSimulationOptions.build(ifile.data)
-        plate_options.model.overburden_options.thickness = 40.0
+        plate_options.model.overburden_options.thickness = 25.0
+        plate_options.model.overburden_options.overburden_property = 10000
         plate_options.model.plate_options.geometry.dip_length = 300.0
+        plate_options.model.plate_options.geometry.width = 50.0
+        plate_options.model.plate_options.geometry.elevation = 50
+        plate_options.model.plate_options.plate_property = 10
+        plate_options.model.background = 10000
         driver = PlateSimulationDriver(plate_options)
         driver.run()
 
@@ -217,9 +228,11 @@ def test_matching_driver(tmp_path: Path):
         assert isinstance(results, Points)
 
         names = results.get_data("file")[0]
-        assert names.values[0] == file.stem + f"_[{4}].geoh5"
+        assert names.values[0] == file.stem + f"_[{1}].geoh5"
 
-        assert geoh5.get_entity("Query [0]")[0].geometry.dip_direction == 45.0
+        plate = geoh5.get_entity("Query [0]")[0]
+        assert plate.geometry.dip_direction == 45.0
+        assert isinstance(plate.get_entity("profile_Query [0].png")[0], FilenameData)
 
 
 def test_suppress_logging_restores_disable_level():

From a20c598979961c5ba6102e39fce3cb0d48ffa7ec Mon Sep 17 00:00:00 2001
From: domfournier <dominiquef@mirageoscience.com>
Date: Fri, 17 Apr 2026 10:08:58 -0700
Subject: [PATCH 15/20] Docstring

---
 simpeg_drivers/plate_simulation/match/driver.py | 6 +++++-
 1 file changed, 5 insertions(+), 1 deletion(-)

diff --git a/simpeg_drivers/plate_simulation/match/driver.py b/simpeg_drivers/plate_simulation/match/driver.py
index 4c0dd36b..6ea0699f 100644
--- a/simpeg_drivers/plate_simulation/match/driver.py
+++ b/simpeg_drivers/plate_simulation/match/driver.py
@@ -52,7 +52,11 @@
 
 @contextmanager
 def suppress_logging(level=logging.WARNING):
-    """Temporarily disable logging records at or below the given level."""
+    """
+    Temporarily disable logging records at or below the given level.
+
+    :param level: Logging level to suppress (default: logging.WARNING).
+    """
     previous_disable_level = logging.root.manager.disable
     logging.disable(level)
     try:

From 16a5cf127f7db873e1b8a963b76d0dc0bfd054db Mon Sep 17 00:00:00 2001
From: domfournier <dominiquef@mirageoscience.com>
Date: Fri, 17 Apr 2026 13:35:54 -0700
Subject: [PATCH 16/20] Update simpeg_drivers/plate_simulation/match/driver.py

Co-authored-by: benk-mira <81254271+benk-mira@users.noreply.github.com>
---
 simpeg_drivers/plate_simulation/match/driver.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/simpeg_drivers/plate_simulation/match/driver.py b/simpeg_drivers/plate_simulation/match/driver.py
index 6ea0699f..590ed21a 100644
--- a/simpeg_drivers/plate_simulation/match/driver.py
+++ b/simpeg_drivers/plate_simulation/match/driver.py
@@ -265,7 +265,7 @@ def plot_figure(
         locations, survey, observed, time_projection, spatial_projection, center: int
     ) -> BytesIO:
         """
-        Generate a figure showing the observed and simulated plate locations.
+        Generate a figure showing the observed data and best matching simulated plate responses.
 
         :param locations: Array of locations.
         :param survey: Survey object.

From 6bea0f5ee0718b62fccef5881ceef2253100c285 Mon Sep 17 00:00:00 2001
From: domfournier <dominiquef@mirageoscience.com>
Date: Fri, 17 Apr 2026 13:38:10 -0700
Subject: [PATCH 17/20] Migrate suppress_logging. Add comment

---
 .../plate_simulation/match/driver.py          | 20 ++-----------------
 1 file changed, 2 insertions(+), 18 deletions(-)

diff --git a/simpeg_drivers/plate_simulation/match/driver.py b/simpeg_drivers/plate_simulation/match/driver.py
index 6ea0699f..3cd66e49 100644
--- a/simpeg_drivers/plate_simulation/match/driver.py
+++ b/simpeg_drivers/plate_simulation/match/driver.py
@@ -10,9 +10,7 @@
 
 from __future__ import annotations
 
-import logging
 import sys
-from contextlib import contextmanager
 from io import BytesIO
 from pathlib import Path
 from typing import Self
@@ -23,7 +21,7 @@
 from geoapps_utils.base import Driver
 from geoapps_utils.utils.importing import GeoAppsError
 from geoapps_utils.utils.locations import topo_drape_elevation
-from geoapps_utils.utils.logger import get_logger
+from geoapps_utils.utils.logger import get_logger, suppress_logging
 from geoapps_utils.utils.numerical import inverse_weighted_operator
 from geoapps_utils.utils.plotting import symlog
 from geoapps_utils.utils.transformations import cartesian_to_polar, rotate_xyz
@@ -50,21 +48,6 @@
 logger = get_logger(name=__name__, level_name=False, propagate=False, add_name=False)
 
 
-@contextmanager
-def suppress_logging(level=logging.WARNING):
-    """
-    Temporarily disable logging records at or below the given level.
-
-    :param level: Logging level to suppress (default: logging.WARNING).
-    """
-    previous_disable_level = logging.root.manager.disable
-    logging.disable(level)
-    try:
-        yield
-    finally:
-        logging.disable(previous_disable_level)
-
-
 class PlateMatchDriver(Driver):
     """Sets up and manages workers to run all combinations of swept parameters."""
 
@@ -398,6 +381,7 @@ def run(self):
                 ui_json["geoh5"] = ws
                 ifile = InputFile(ui_json=ui_json)
 
+                # Avoid getting pydantic deprecation warnings from old PlateSimulations stored
                 with suppress_logging():
                     options = PlateSimulationOptions.build(ifile)
 

From 173b2aa20b3b620ba9ce247de11a0caa2406968e Mon Sep 17 00:00:00 2001
From: domfournier <dominiquef@mirageoscience.com>
Date: Fri, 17 Apr 2026 13:38:37 -0700
Subject: [PATCH 18/20] Update simpeg_drivers/plate_simulation/match/driver.py

Co-authored-by: benk-mira <81254271+benk-mira@users.noreply.github.com>
---
 simpeg_drivers/plate_simulation/match/driver.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/simpeg_drivers/plate_simulation/match/driver.py b/simpeg_drivers/plate_simulation/match/driver.py
index 590ed21a..df31dcb1 100644
--- a/simpeg_drivers/plate_simulation/match/driver.py
+++ b/simpeg_drivers/plate_simulation/match/driver.py
@@ -556,7 +556,7 @@ def get_normalized_predicted(
     survey: AirborneTEMReceivers, spatial_projection, time_projection, threshold
 ) -> np.ndarray:
     """
-    From a survey entity, retrieve the predicted data group,
+    Retrieve, interpolate and normalize predicted data stored on survey.
     interpolate and normalize the data
 
     :param survey: AirborneTEMReceivers entity

From d5873e119f97571132c6e703a91369bda1ca4a80 Mon Sep 17 00:00:00 2001
From: domfournier <dominiquef@mirageoscience.com>
Date: Mon, 20 Apr 2026 09:55:16 -0700
Subject: [PATCH 19/20] Fix potential crash for no reference model

---
 simpeg_drivers/driver.py | 12 +++++++++---
 1 file changed, 9 insertions(+), 3 deletions(-)

diff --git a/simpeg_drivers/driver.py b/simpeg_drivers/driver.py
index 7268e426..67a3014a 100644
--- a/simpeg_drivers/driver.py
+++ b/simpeg_drivers/driver.py
@@ -611,7 +611,9 @@ def get_modified_regularization(
                 continue
 
             weight = mapping * getattr(self.models, weight_name)
-            norm = mapping * getattr(self.models, f"{comp}_norm")
+            norm = getattr(self.models, f"{comp}_norm")
+            if norm is not None:
+                norm = mapping * norm
 
             if not isinstance(fun, SparseSmoothness):
                 fun.set_weights(**{comp: weight})
@@ -633,7 +635,9 @@ def get_modified_regularization(
                 f"aveCC2F{fun.orientation}",
             )
             fun.set_weights(**{comp: average_op @ weight})
-            fun.norm = np.round(average_op @ norm, decimals=3)
+
+            if norm is not None:
+                fun.norm = np.round(average_op @ norm, decimals=3)
             functions.append(fun)
 
             if is_rotated:
@@ -656,7 +660,9 @@ def get_modified_regularization(
                     f"aveCC2F{fun.orientation}",
                 )
                 backward_fun.set_weights(**{comp: average_op @ weight})
-                backward_fun.norm = np.round(average_op @ norm, decimals=3)
+
+                if norm is not None:
+                    backward_fun.norm = np.round(average_op @ norm, decimals=3)
                 functions.append(backward_fun)
 
         return functions

From f8f84ac1d3103a27b6ff2f17850e63114fd8743d Mon Sep 17 00:00:00 2001
From: domfournier <dominiquef@mirageoscience.com>
Date: Mon, 20 Apr 2026 10:42:07 -0700
Subject: [PATCH 20/20] re-lock

---
 .../py-3.12-linux-64-dev.conda.lock.yml       |   8 +-
 environments/py-3.12-linux-64.conda.lock.yml  |   8 +-
 .../py-3.12-win-64-dev.conda.lock.yml         |  10 +-
 environments/py-3.12-win-64.conda.lock.yml    |  10 +-
 .../py-3.13-linux-64-dev.conda.lock.yml       |   8 +-
 environments/py-3.13-linux-64.conda.lock.yml  |   8 +-
 .../py-3.13-win-64-dev.conda.lock.yml         |  10 +-
 environments/py-3.13-win-64.conda.lock.yml    |  10 +-
 .../py-3.14-linux-64-dev.conda.lock.yml       |   8 +-
 environments/py-3.14-linux-64.conda.lock.yml  |   8 +-
 .../py-3.14-win-64-dev.conda.lock.yml         |  10 +-
 environments/py-3.14-win-64.conda.lock.yml    |  10 +-
 py-3.12.conda-lock.yml                        | 128 +++++++++---------
 py-3.13.conda-lock.yml                        | 128 +++++++++---------
 py-3.14.conda-lock.yml                        | 128 +++++++++---------
 15 files changed, 246 insertions(+), 246 deletions(-)

diff --git a/environments/py-3.12-linux-64-dev.conda.lock.yml b/environments/py-3.12-linux-64-dev.conda.lock.yml
index dfe6dbdb..8c8a1aa6 100644
--- a/environments/py-3.12-linux-64-dev.conda.lock.yml
+++ b/environments/py-3.12-linux-64-dev.conda.lock.yml
@@ -147,7 +147,7 @@ dependencies:
   - libnghttp2=1.68.1=h877daf1_0
   - libnsl=2.0.1=hb9d3cd8_1
   - libpng=1.6.58=h421ea60_0
-  - libscotch=7.0.11=int64_hfcc3fd4_2
+  - libscotch=7.0.11=int64_h807e49d_3
   - libsodium=1.0.21=h280c20c_3
   - libspatialindex=2.1.0=he57a185_0
   - libsqlite=3.53.0=h0c1763c_0
@@ -301,10 +301,10 @@ dependencies:
   - zlib-ng=2.3.3=hceb46e0_1
   - zstd=1.5.7=hb78ec9c_6
   - pip:
-    - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@6b26f39967277d6384c6fc28d8868c1104dfddeb
-    - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@5304d94ba76f57f82e7519cdcca18b6f6b89a557
+    - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@9baaece0133496c23519ff2708f89e679e900fd0
+    - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@6ad559b09341b80c22aac363cbd0087089bd1a8a
     - grid-apps @ git+https://github.com/MiraGeoscience/grid-apps.git@57806e78469cb881a8d5dceae645336e77310bf4
-    - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@3430f930a84f83a577e200677a77824e14f198de
+    - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@fa25746b50102620bd8bcaf91aff8a3f745d8c4b
 
 variables:
   KMP_WARNINGS: 0
diff --git a/environments/py-3.12-linux-64.conda.lock.yml b/environments/py-3.12-linux-64.conda.lock.yml
index fb9fdb71..e91545be 100644
--- a/environments/py-3.12-linux-64.conda.lock.yml
+++ b/environments/py-3.12-linux-64.conda.lock.yml
@@ -85,7 +85,7 @@ dependencies:
   - libnghttp2=1.68.1=h877daf1_0
   - libnsl=2.0.1=hb9d3cd8_1
   - libpng=1.6.58=h421ea60_0
-  - libscotch=7.0.11=int64_hfcc3fd4_2
+  - libscotch=7.0.11=int64_h807e49d_3
   - libspatialindex=2.1.0=he57a185_0
   - libsqlite=3.53.0=h0c1763c_0
   - libssh2=1.11.1=hcf80075_0
@@ -169,10 +169,10 @@ dependencies:
   - zlib-ng=2.3.3=hceb46e0_1
   - zstd=1.5.7=hb78ec9c_6
   - pip:
-    - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@6b26f39967277d6384c6fc28d8868c1104dfddeb
-    - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@5304d94ba76f57f82e7519cdcca18b6f6b89a557
+    - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@9baaece0133496c23519ff2708f89e679e900fd0
+    - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@6ad559b09341b80c22aac363cbd0087089bd1a8a
     - grid-apps @ git+https://github.com/MiraGeoscience/grid-apps.git@57806e78469cb881a8d5dceae645336e77310bf4
-    - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@3430f930a84f83a577e200677a77824e14f198de
+    - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@fa25746b50102620bd8bcaf91aff8a3f745d8c4b
 
 variables:
   KMP_WARNINGS: 0
diff --git a/environments/py-3.12-win-64-dev.conda.lock.yml b/environments/py-3.12-win-64-dev.conda.lock.yml
index e83804b4..fe68dab7 100644
--- a/environments/py-3.12-win-64-dev.conda.lock.yml
+++ b/environments/py-3.12-win-64-dev.conda.lock.yml
@@ -145,8 +145,8 @@ dependencies:
   - libwebp-base=1.6.0=h4d5522a_0
   - libwinpthread=12.0.0.r4.gg4f2fc60ca=h57928b3_10
   - libxcb=1.17.0=h0e4246c_0
-  - libxml2=2.15.2=h5d26750_0
-  - libxml2-16=2.15.2=h692994f_0
+  - libxml2=2.15.3=hbc0d294_0
+  - libxml2-16=2.15.3=h692994f_0
   - libzlib=1.3.2=hfd05255_2
   - llvm-openmp=22.1.3=h4fa8253_0
   - locket=1.0.0=pyhd8ed1ab_0
@@ -286,10 +286,10 @@ dependencies:
   - zlib-ng=2.3.3=h0261ad2_1
   - zstd=1.5.7=h534d264_6
   - pip:
-    - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@6b26f39967277d6384c6fc28d8868c1104dfddeb
-    - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@5304d94ba76f57f82e7519cdcca18b6f6b89a557
+    - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@9baaece0133496c23519ff2708f89e679e900fd0
+    - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@6ad559b09341b80c22aac363cbd0087089bd1a8a
     - grid-apps @ git+https://github.com/MiraGeoscience/grid-apps.git@57806e78469cb881a8d5dceae645336e77310bf4
-    - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@3430f930a84f83a577e200677a77824e14f198de
+    - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@fa25746b50102620bd8bcaf91aff8a3f745d8c4b
 
 variables:
   KMP_WARNINGS: 0
diff --git a/environments/py-3.12-win-64.conda.lock.yml b/environments/py-3.12-win-64.conda.lock.yml
index c1b23284..bf126458 100644
--- a/environments/py-3.12-win-64.conda.lock.yml
+++ b/environments/py-3.12-win-64.conda.lock.yml
@@ -83,8 +83,8 @@ dependencies:
   - libwebp-base=1.6.0=h4d5522a_0
   - libwinpthread=12.0.0.r4.gg4f2fc60ca=h57928b3_10
   - libxcb=1.17.0=h0e4246c_0
-  - libxml2=2.15.2=h5d26750_0
-  - libxml2-16=2.15.2=h692994f_0
+  - libxml2=2.15.3=hbc0d294_0
+  - libxml2-16=2.15.3=h692994f_0
   - libzlib=1.3.2=hfd05255_2
   - llvm-openmp=22.1.3=h4fa8253_0
   - locket=1.0.0=pyhd8ed1ab_0
@@ -156,10 +156,10 @@ dependencies:
   - zlib-ng=2.3.3=h0261ad2_1
   - zstd=1.5.7=h534d264_6
   - pip:
-    - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@6b26f39967277d6384c6fc28d8868c1104dfddeb
-    - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@5304d94ba76f57f82e7519cdcca18b6f6b89a557
+    - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@9baaece0133496c23519ff2708f89e679e900fd0
+    - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@6ad559b09341b80c22aac363cbd0087089bd1a8a
     - grid-apps @ git+https://github.com/MiraGeoscience/grid-apps.git@57806e78469cb881a8d5dceae645336e77310bf4
-    - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@3430f930a84f83a577e200677a77824e14f198de
+    - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@fa25746b50102620bd8bcaf91aff8a3f745d8c4b
 
 variables:
   KMP_WARNINGS: 0
diff --git a/environments/py-3.13-linux-64-dev.conda.lock.yml b/environments/py-3.13-linux-64-dev.conda.lock.yml
index f2ae647f..81134acf 100644
--- a/environments/py-3.13-linux-64-dev.conda.lock.yml
+++ b/environments/py-3.13-linux-64-dev.conda.lock.yml
@@ -147,7 +147,7 @@ dependencies:
   - libmpdec=4.0.0=hb03c661_1
   - libnghttp2=1.68.1=h877daf1_0
   - libpng=1.6.58=h421ea60_0
-  - libscotch=7.0.11=int64_hfcc3fd4_2
+  - libscotch=7.0.11=int64_h807e49d_3
   - libsodium=1.0.21=h280c20c_3
   - libspatialindex=2.1.0=he57a185_0
   - libsqlite=3.53.0=h0c1763c_0
@@ -298,10 +298,10 @@ dependencies:
   - zlib-ng=2.3.3=hceb46e0_1
   - zstd=1.5.7=hb78ec9c_6
   - pip:
-    - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@6b26f39967277d6384c6fc28d8868c1104dfddeb
-    - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@5304d94ba76f57f82e7519cdcca18b6f6b89a557
+    - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@9baaece0133496c23519ff2708f89e679e900fd0
+    - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@6ad559b09341b80c22aac363cbd0087089bd1a8a
     - grid-apps @ git+https://github.com/MiraGeoscience/grid-apps.git@57806e78469cb881a8d5dceae645336e77310bf4
-    - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@3430f930a84f83a577e200677a77824e14f198de
+    - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@fa25746b50102620bd8bcaf91aff8a3f745d8c4b
 
 variables:
   KMP_WARNINGS: 0
diff --git a/environments/py-3.13-linux-64.conda.lock.yml b/environments/py-3.13-linux-64.conda.lock.yml
index 24869f1b..d6d455e0 100644
--- a/environments/py-3.13-linux-64.conda.lock.yml
+++ b/environments/py-3.13-linux-64.conda.lock.yml
@@ -85,7 +85,7 @@ dependencies:
   - libmpdec=4.0.0=hb03c661_1
   - libnghttp2=1.68.1=h877daf1_0
   - libpng=1.6.58=h421ea60_0
-  - libscotch=7.0.11=int64_hfcc3fd4_2
+  - libscotch=7.0.11=int64_h807e49d_3
   - libspatialindex=2.1.0=he57a185_0
   - libsqlite=3.53.0=h0c1763c_0
   - libssh2=1.11.1=hcf80075_0
@@ -166,10 +166,10 @@ dependencies:
   - zlib-ng=2.3.3=hceb46e0_1
   - zstd=1.5.7=hb78ec9c_6
   - pip:
-    - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@6b26f39967277d6384c6fc28d8868c1104dfddeb
-    - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@5304d94ba76f57f82e7519cdcca18b6f6b89a557
+    - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@9baaece0133496c23519ff2708f89e679e900fd0
+    - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@6ad559b09341b80c22aac363cbd0087089bd1a8a
     - grid-apps @ git+https://github.com/MiraGeoscience/grid-apps.git@57806e78469cb881a8d5dceae645336e77310bf4
-    - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@3430f930a84f83a577e200677a77824e14f198de
+    - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@fa25746b50102620bd8bcaf91aff8a3f745d8c4b
 
 variables:
   KMP_WARNINGS: 0
diff --git a/environments/py-3.13-win-64-dev.conda.lock.yml b/environments/py-3.13-win-64-dev.conda.lock.yml
index be8f9fed..c367a277 100644
--- a/environments/py-3.13-win-64-dev.conda.lock.yml
+++ b/environments/py-3.13-win-64-dev.conda.lock.yml
@@ -146,8 +146,8 @@ dependencies:
   - libwebp-base=1.6.0=h4d5522a_0
   - libwinpthread=12.0.0.r4.gg4f2fc60ca=h57928b3_10
   - libxcb=1.17.0=h0e4246c_0
-  - libxml2=2.15.2=h5d26750_0
-  - libxml2-16=2.15.2=h692994f_0
+  - libxml2=2.15.3=hbc0d294_0
+  - libxml2-16=2.15.3=h692994f_0
   - libzlib=1.3.2=hfd05255_2
   - llvm-openmp=22.1.3=h4fa8253_0
   - locket=1.0.0=pyhd8ed1ab_0
@@ -285,10 +285,10 @@ dependencies:
   - zlib-ng=2.3.3=h0261ad2_1
   - zstd=1.5.7=h534d264_6
   - pip:
-    - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@6b26f39967277d6384c6fc28d8868c1104dfddeb
-    - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@5304d94ba76f57f82e7519cdcca18b6f6b89a557
+    - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@9baaece0133496c23519ff2708f89e679e900fd0
+    - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@6ad559b09341b80c22aac363cbd0087089bd1a8a
     - grid-apps @ git+https://github.com/MiraGeoscience/grid-apps.git@57806e78469cb881a8d5dceae645336e77310bf4
-    - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@3430f930a84f83a577e200677a77824e14f198de
+    - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@fa25746b50102620bd8bcaf91aff8a3f745d8c4b
 
 variables:
   KMP_WARNINGS: 0
diff --git a/environments/py-3.13-win-64.conda.lock.yml b/environments/py-3.13-win-64.conda.lock.yml
index 2bf9ed02..cbbb4e81 100644
--- a/environments/py-3.13-win-64.conda.lock.yml
+++ b/environments/py-3.13-win-64.conda.lock.yml
@@ -84,8 +84,8 @@ dependencies:
   - libwebp-base=1.6.0=h4d5522a_0
   - libwinpthread=12.0.0.r4.gg4f2fc60ca=h57928b3_10
   - libxcb=1.17.0=h0e4246c_0
-  - libxml2=2.15.2=h5d26750_0
-  - libxml2-16=2.15.2=h692994f_0
+  - libxml2=2.15.3=hbc0d294_0
+  - libxml2-16=2.15.3=h692994f_0
   - libzlib=1.3.2=hfd05255_2
   - llvm-openmp=22.1.3=h4fa8253_0
   - locket=1.0.0=pyhd8ed1ab_0
@@ -155,10 +155,10 @@ dependencies:
   - zlib-ng=2.3.3=h0261ad2_1
   - zstd=1.5.7=h534d264_6
   - pip:
-    - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@6b26f39967277d6384c6fc28d8868c1104dfddeb
-    - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@5304d94ba76f57f82e7519cdcca18b6f6b89a557
+    - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@9baaece0133496c23519ff2708f89e679e900fd0
+    - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@6ad559b09341b80c22aac363cbd0087089bd1a8a
     - grid-apps @ git+https://github.com/MiraGeoscience/grid-apps.git@57806e78469cb881a8d5dceae645336e77310bf4
-    - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@3430f930a84f83a577e200677a77824e14f198de
+    - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@fa25746b50102620bd8bcaf91aff8a3f745d8c4b
 
 variables:
   KMP_WARNINGS: 0
diff --git a/environments/py-3.14-linux-64-dev.conda.lock.yml b/environments/py-3.14-linux-64-dev.conda.lock.yml
index 6916e888..0ffffdc1 100644
--- a/environments/py-3.14-linux-64-dev.conda.lock.yml
+++ b/environments/py-3.14-linux-64-dev.conda.lock.yml
@@ -147,7 +147,7 @@ dependencies:
   - libmpdec=4.0.0=hb03c661_1
   - libnghttp2=1.68.1=h877daf1_0
   - libpng=1.6.58=h421ea60_0
-  - libscotch=7.0.11=int64_hfcc3fd4_2
+  - libscotch=7.0.11=int64_h807e49d_3
   - libsodium=1.0.21=h280c20c_3
   - libspatialindex=2.1.0=he57a185_0
   - libsqlite=3.53.0=h0c1763c_0
@@ -299,10 +299,10 @@ dependencies:
   - zlib-ng=2.3.3=hceb46e0_1
   - zstd=1.5.7=hb78ec9c_6
   - pip:
-    - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@6b26f39967277d6384c6fc28d8868c1104dfddeb
-    - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@5304d94ba76f57f82e7519cdcca18b6f6b89a557
+    - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@9baaece0133496c23519ff2708f89e679e900fd0
+    - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@6ad559b09341b80c22aac363cbd0087089bd1a8a
     - grid-apps @ git+https://github.com/MiraGeoscience/grid-apps.git@57806e78469cb881a8d5dceae645336e77310bf4
-    - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@3430f930a84f83a577e200677a77824e14f198de
+    - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@fa25746b50102620bd8bcaf91aff8a3f745d8c4b
 
 variables:
   KMP_WARNINGS: 0
diff --git a/environments/py-3.14-linux-64.conda.lock.yml b/environments/py-3.14-linux-64.conda.lock.yml
index 54b8645b..7ac8a05c 100644
--- a/environments/py-3.14-linux-64.conda.lock.yml
+++ b/environments/py-3.14-linux-64.conda.lock.yml
@@ -85,7 +85,7 @@ dependencies:
   - libmpdec=4.0.0=hb03c661_1
   - libnghttp2=1.68.1=h877daf1_0
   - libpng=1.6.58=h421ea60_0
-  - libscotch=7.0.11=int64_hfcc3fd4_2
+  - libscotch=7.0.11=int64_h807e49d_3
   - libspatialindex=2.1.0=he57a185_0
   - libsqlite=3.53.0=h0c1763c_0
   - libssh2=1.11.1=hcf80075_0
@@ -167,10 +167,10 @@ dependencies:
   - zlib-ng=2.3.3=hceb46e0_1
   - zstd=1.5.7=hb78ec9c_6
   - pip:
-    - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@6b26f39967277d6384c6fc28d8868c1104dfddeb
-    - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@5304d94ba76f57f82e7519cdcca18b6f6b89a557
+    - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@9baaece0133496c23519ff2708f89e679e900fd0
+    - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@6ad559b09341b80c22aac363cbd0087089bd1a8a
     - grid-apps @ git+https://github.com/MiraGeoscience/grid-apps.git@57806e78469cb881a8d5dceae645336e77310bf4
-    - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@3430f930a84f83a577e200677a77824e14f198de
+    - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@fa25746b50102620bd8bcaf91aff8a3f745d8c4b
 
 variables:
   KMP_WARNINGS: 0
diff --git a/environments/py-3.14-win-64-dev.conda.lock.yml b/environments/py-3.14-win-64-dev.conda.lock.yml
index 69e184fb..9d524d83 100644
--- a/environments/py-3.14-win-64-dev.conda.lock.yml
+++ b/environments/py-3.14-win-64-dev.conda.lock.yml
@@ -146,8 +146,8 @@ dependencies:
   - libwebp-base=1.6.0=h4d5522a_0
   - libwinpthread=12.0.0.r4.gg4f2fc60ca=h57928b3_10
   - libxcb=1.17.0=h0e4246c_0
-  - libxml2=2.15.2=h5d26750_0
-  - libxml2-16=2.15.2=h692994f_0
+  - libxml2=2.15.3=hbc0d294_0
+  - libxml2-16=2.15.3=h692994f_0
   - libzlib=1.3.2=hfd05255_2
   - llvm-openmp=22.1.3=h4fa8253_0
   - locket=1.0.0=pyhd8ed1ab_0
@@ -286,10 +286,10 @@ dependencies:
   - zlib-ng=2.3.3=h0261ad2_1
   - zstd=1.5.7=h534d264_6
   - pip:
-    - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@6b26f39967277d6384c6fc28d8868c1104dfddeb
-    - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@5304d94ba76f57f82e7519cdcca18b6f6b89a557
+    - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@9baaece0133496c23519ff2708f89e679e900fd0
+    - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@6ad559b09341b80c22aac363cbd0087089bd1a8a
     - grid-apps @ git+https://github.com/MiraGeoscience/grid-apps.git@57806e78469cb881a8d5dceae645336e77310bf4
-    - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@3430f930a84f83a577e200677a77824e14f198de
+    - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@fa25746b50102620bd8bcaf91aff8a3f745d8c4b
 
 variables:
   KMP_WARNINGS: 0
diff --git a/environments/py-3.14-win-64.conda.lock.yml b/environments/py-3.14-win-64.conda.lock.yml
index a9abd5ea..133ea6c7 100644
--- a/environments/py-3.14-win-64.conda.lock.yml
+++ b/environments/py-3.14-win-64.conda.lock.yml
@@ -84,8 +84,8 @@ dependencies:
   - libwebp-base=1.6.0=h4d5522a_0
   - libwinpthread=12.0.0.r4.gg4f2fc60ca=h57928b3_10
   - libxcb=1.17.0=h0e4246c_0
-  - libxml2=2.15.2=h5d26750_0
-  - libxml2-16=2.15.2=h692994f_0
+  - libxml2=2.15.3=hbc0d294_0
+  - libxml2-16=2.15.3=h692994f_0
   - libzlib=1.3.2=hfd05255_2
   - llvm-openmp=22.1.3=h4fa8253_0
   - locket=1.0.0=pyhd8ed1ab_0
@@ -156,10 +156,10 @@ dependencies:
   - zlib-ng=2.3.3=h0261ad2_1
   - zstd=1.5.7=h534d264_6
   - pip:
-    - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@6b26f39967277d6384c6fc28d8868c1104dfddeb
-    - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@5304d94ba76f57f82e7519cdcca18b6f6b89a557
+    - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@9baaece0133496c23519ff2708f89e679e900fd0
+    - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@6ad559b09341b80c22aac363cbd0087089bd1a8a
     - grid-apps @ git+https://github.com/MiraGeoscience/grid-apps.git@57806e78469cb881a8d5dceae645336e77310bf4
-    - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@3430f930a84f83a577e200677a77824e14f198de
+    - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@fa25746b50102620bd8bcaf91aff8a3f745d8c4b
 
 variables:
   KMP_WARNINGS: 0
diff --git a/py-3.12.conda-lock.yml b/py-3.12.conda-lock.yml
index f5c7489d..c13d64ec 100644
--- a/py-3.12.conda-lock.yml
+++ b/py-3.12.conda-lock.yml
@@ -3999,21 +3999,21 @@ package:
   category: main
   optional: false
 - name: libpng
-  version: 1.6.57
+  version: 1.6.58
   manager: conda
   platform: linux-64
   dependencies:
     __glibc: '>=2.17,<3.0.a0'
     libgcc: '>=14'
     libzlib: '>=1.3.2,<2.0a0'
-  url: https://repo.prefix.dev/conda-forge/linux-64/libpng-1.6.57-h421ea60_0.conda
+  url: https://repo.prefix.dev/conda-forge/linux-64/libpng-1.6.58-h421ea60_0.conda
   hash:
-    md5: 06f225e6d8c549ad6c0201679828a882
-    sha256: 06323fb0a831440f0b72a53013182e1d4bb219e3ea958bb37af98b25dc0cf518
+    md5: eba48a68a1a2b9d3c0d9511548db85db
+    sha256: 377cfe037f3eeb3b1bf3ad333f724a64d32f315ee1958581fc671891d63d3f89
   category: main
   optional: false
 - name: libpng
-  version: 1.6.57
+  version: 1.6.58
   manager: conda
   platform: win-64
   dependencies:
@@ -4021,10 +4021,10 @@ package:
     ucrt: '>=10.0.20348.0'
     vc: '>=14.3,<15'
     vc14_runtime: '>=14.44.35208'
-  url: https://repo.prefix.dev/conda-forge/win-64/libpng-1.6.57-h7351971_0.conda
+  url: https://repo.prefix.dev/conda-forge/win-64/libpng-1.6.58-h7351971_0.conda
   hash:
-    md5: 3e40866d979cf6faba7263de9c2b4b99
-    sha256: e6bcba34dc6b4855f5fcd988980d06978ec33686dde8b99fe75fa76e6620d394
+    md5: 52f1280563f3b48b5f75414cd2d15dd1
+    sha256: 218913aeee391460bd0e341b834dbd9c6fa6ae0a4276c0c300266cc99a816a28
   category: main
   optional: false
 - name: libscotch
@@ -4037,12 +4037,12 @@ package:
     libgcc: '>=14'
     libgfortran: ''
     libgfortran5: '>=14.3.0'
-    liblzma: '>=5.8.2,<6.0a0'
-    libzlib: '>=1.3.1,<2.0a0'
-  url: https://repo.prefix.dev/conda-forge/linux-64/libscotch-7.0.11-int64_hfcc3fd4_2.conda
+    liblzma: '>=5.8.3,<6.0a0'
+    libzlib: '>=1.3.2,<2.0a0'
+  url: https://repo.prefix.dev/conda-forge/linux-64/libscotch-7.0.11-int64_h807e49d_3.conda
   hash:
-    md5: 263641cd867b74db096f6f30752bd502
-    sha256: 2c2030d8dc2a4af1bbeac2c25de74fd3269afaf72d3ba666b6bd5af6f4b534ba
+    md5: cdc96eb14693f0a33fb2daffb1987c4d
+    sha256: d28da67deec6e16bc6acaad1b30a22a251b3868f9e79602d1d1b14b3d5030b90
   category: main
   optional: false
 - name: libsodium
@@ -4354,21 +4354,21 @@ package:
   category: main
   optional: false
 - name: libxml2
-  version: 2.15.2
+  version: 2.15.3
   manager: conda
   platform: win-64
   dependencies:
     libiconv: '>=1.18,<2.0a0'
-    liblzma: '>=5.8.2,<6.0a0'
-    libxml2-16: 2.15.2
-    libzlib: '>=1.3.1,<2.0a0'
+    liblzma: '>=5.8.3,<6.0a0'
+    libxml2-16: 2.15.3
+    libzlib: '>=1.3.2,<2.0a0'
     ucrt: '>=10.0.20348.0'
     vc: '>=14.3,<15'
     vc14_runtime: '>=14.44.35208'
-  url: https://repo.prefix.dev/conda-forge/win-64/libxml2-2.15.2-h5d26750_0.conda
+  url: https://repo.prefix.dev/conda-forge/win-64/libxml2-2.15.3-hbc0d294_0.conda
   hash:
-    md5: 1007e1bfe181a2aee214779ee7f13d30
-    sha256: f905eb7046987c336122121759e7f09144729f6898f48cd06df2a945b86998d8
+    md5: e3b5acbb857a12f5d59e8d174bc536c0
+    sha256: da68af9d9d28d65a6916db1bef68f8a25c64c4fdcf759f32a2d2f2f143220adf
   category: main
   optional: false
 - name: libxml2-16
@@ -4389,20 +4389,20 @@ package:
   category: main
   optional: false
 - name: libxml2-16
-  version: 2.15.2
+  version: 2.15.3
   manager: conda
   platform: win-64
   dependencies:
     libiconv: '>=1.18,<2.0a0'
-    liblzma: '>=5.8.2,<6.0a0'
-    libzlib: '>=1.3.1,<2.0a0'
+    liblzma: '>=5.8.3,<6.0a0'
+    libzlib: '>=1.3.2,<2.0a0'
     ucrt: '>=10.0.20348.0'
     vc: '>=14.3,<15'
     vc14_runtime: '>=14.44.35208'
-  url: https://repo.prefix.dev/conda-forge/win-64/libxml2-16-2.15.2-h692994f_0.conda
+  url: https://repo.prefix.dev/conda-forge/win-64/libxml2-16-2.15.3-h692994f_0.conda
   hash:
-    md5: e365238134188e42ed36ee996159d482
-    sha256: b8c71b3b609c7cfe17f3f2a47c75394d7b30acfb8b34ad7a049ea8757b4d33df
+    md5: f7d6fcda29570e20851b78d92ea2154e
+    sha256: 8038084c60eda2006d0122d05e3364fe8db0a18935ca6ed0168b5ba5aa33f904
   category: main
   optional: false
 - name: libzlib
@@ -5374,27 +5374,27 @@ package:
   category: dev
   optional: true
 - name: packaging
-  version: '26.0'
+  version: '26.1'
   manager: conda
   platform: linux-64
   dependencies:
     python: ''
-  url: https://repo.prefix.dev/conda-forge/noarch/packaging-26.0-pyhcf101f3_0.conda
+  url: https://repo.prefix.dev/conda-forge/noarch/packaging-26.1-pyhc364b38_0.conda
   hash:
-    md5: b76541e68fea4d511b1ac46a28dcd2c6
-    sha256: c1fc0f953048f743385d31c468b4a678b3ad20caffdeaa94bed85ba63049fd58
+    md5: b8ae38639d323d808da535fb71e31be8
+    sha256: 171d977bc977fd80f2a05de3d4b7d571c4ec3cdea436ed364e5cd50547c50881
   category: main
   optional: false
 - name: packaging
-  version: '26.0'
+  version: '26.1'
   manager: conda
   platform: win-64
   dependencies:
     python: ''
-  url: https://repo.prefix.dev/conda-forge/noarch/packaging-26.0-pyhcf101f3_0.conda
+  url: https://repo.prefix.dev/conda-forge/noarch/packaging-26.1-pyhc364b38_0.conda
   hash:
-    md5: b76541e68fea4d511b1ac46a28dcd2c6
-    sha256: c1fc0f953048f743385d31c468b4a678b3ad20caffdeaa94bed85ba63049fd58
+    md5: b8ae38639d323d808da535fb71e31be8
+    sha256: 171d977bc977fd80f2a05de3d4b7d571c4ec3cdea436ed364e5cd50547c50881
   category: main
   optional: false
 - name: pandas
@@ -8361,43 +8361,43 @@ package:
   category: main
   optional: false
 - name: geoapps-utils
-  version: 0.7.0a4.dev14+6b26f39
+  version: 0.7.0a4.dev21+9baaece
   manager: pip
   platform: linux-64
   dependencies:
-    geoh5py: 0.13.0a4.dev5+5304d94b
+    geoh5py: 0.13.0a4.dev7+6ad559b0
     matplotlib: '>=3.10.0,<3.11.0'
     numpy: '>=2.4.2,<2.5.0'
     pydantic: '>=2.12.0,<2.13.0'
     scipy: '>=1.17.0,<1.18.0'
-  url: git+https://github.com/MiraGeoscience/geoapps-utils.git@6b26f39967277d6384c6fc28d8868c1104dfddeb
+  url: git+https://github.com/MiraGeoscience/geoapps-utils.git@9baaece0133496c23519ff2708f89e679e900fd0
   hash:
-    sha256: 6b26f39967277d6384c6fc28d8868c1104dfddeb
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-  url: git+https://github.com/MiraGeoscience/geoapps-utils.git@6b26f39967277d6384c6fc28d8868c1104dfddeb
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 - name: grid-apps
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-    geoapps-utils: 0.7.0a4.dev14+6b26f39
-    geoh5py: 0.13.0a4.dev5+5304d94b
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@@ -8455,8 +8455,8 @@ package:
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diff --git a/py-3.13.conda-lock.yml b/py-3.13.conda-lock.yml
index 708169d1..6172af6f 100644
--- a/py-3.13.conda-lock.yml
+++ b/py-3.13.conda-lock.yml
@@ -4011,21 +4011,21 @@ package:
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   optional: true
 - name: packaging
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+  version: '26.1'
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 - name: geoapps-utils
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+  version: 0.7.0a4.dev21+9baaece
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   platform: linux-64
   dependencies:
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+    geoh5py: 0.13.0a4.dev7+6ad559b0
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+    url: git+https://github.com/MiraGeoscience/geoapps-utils.git@9baaece0133496c23519ff2708f89e679e900fd0
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+    geoh5py: 0.13.0a4.dev7+6ad559b0
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@@ -8377,8 +8377,8 @@ package:
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-    geoapps-utils: 0.7.0a4.dev14+6b26f39
-    geoh5py: 0.13.0a4.dev5+5304d94b
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@@ -8396,8 +8396,8 @@ package:
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-    geoh5py: 0.13.0a4.dev5+5304d94b
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@@ -8410,7 +8410,7 @@ package:
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   optional: false
 - name: mira-simpeg
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+  version: 0.25.0.1a3.dev16+gfa25746b5
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@@ -8422,16 +8422,16 @@ package:
     numpy: '>=1.22'
     pymatsolver: '>=0.3'
     scipy: '>=1.8'
-  url: git+https://github.com/MiraGeoscience/simpeg.git@3430f930a84f83a577e200677a77824e14f198de
+  url: git+https://github.com/MiraGeoscience/simpeg.git@fa25746b50102620bd8bcaf91aff8a3f745d8c4b
   hash:
-    sha256: 3430f930a84f83a577e200677a77824e14f198de
+    sha256: fa25746b50102620bd8bcaf91aff8a3f745d8c4b
   source:
     type: url
-    url: git+https://github.com/MiraGeoscience/simpeg.git@3430f930a84f83a577e200677a77824e14f198de
+    url: git+https://github.com/MiraGeoscience/simpeg.git@fa25746b50102620bd8bcaf91aff8a3f745d8c4b
   category: main
   optional: false
 - name: mira-simpeg
-  version: 0.25.0.1a3.dev9+g3430f930a
+  version: 0.25.0.1a3.dev16+gfa25746b5
   manager: pip
   platform: win-64
   dependencies:
@@ -8443,11 +8443,11 @@ package:
     numpy: '>=1.22'
     pymatsolver: '>=0.3'
     scipy: '>=1.8'
-  url: git+https://github.com/MiraGeoscience/simpeg.git@3430f930a84f83a577e200677a77824e14f198de
+  url: git+https://github.com/MiraGeoscience/simpeg.git@fa25746b50102620bd8bcaf91aff8a3f745d8c4b
   hash:
-    sha256: 3430f930a84f83a577e200677a77824e14f198de
+    sha256: fa25746b50102620bd8bcaf91aff8a3f745d8c4b
   source:
     type: url
-    url: git+https://github.com/MiraGeoscience/simpeg.git@3430f930a84f83a577e200677a77824e14f198de
+    url: git+https://github.com/MiraGeoscience/simpeg.git@fa25746b50102620bd8bcaf91aff8a3f745d8c4b
   category: main
   optional: false
diff --git a/py-3.14.conda-lock.yml b/py-3.14.conda-lock.yml
index cee284d7..08f19fd6 100644
--- a/py-3.14.conda-lock.yml
+++ b/py-3.14.conda-lock.yml
@@ -3997,21 +3997,21 @@ package:
   category: main
   optional: false
 - name: libpng
-  version: 1.6.57
+  version: 1.6.58
   manager: conda
   platform: linux-64
   dependencies:
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     libgcc: '>=14'
     libzlib: '>=1.3.2,<2.0a0'
-  url: https://repo.prefix.dev/conda-forge/linux-64/libpng-1.6.57-h421ea60_0.conda
+  url: https://repo.prefix.dev/conda-forge/linux-64/libpng-1.6.58-h421ea60_0.conda
   hash:
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-    sha256: 06323fb0a831440f0b72a53013182e1d4bb219e3ea958bb37af98b25dc0cf518
+    md5: eba48a68a1a2b9d3c0d9511548db85db
+    sha256: 377cfe037f3eeb3b1bf3ad333f724a64d32f315ee1958581fc671891d63d3f89
   category: main
   optional: false
 - name: libpng
-  version: 1.6.57
+  version: 1.6.58
   manager: conda
   platform: win-64
   dependencies:
@@ -4019,10 +4019,10 @@ package:
     ucrt: '>=10.0.20348.0'
     vc: '>=14.3,<15'
     vc14_runtime: '>=14.44.35208'
-  url: https://repo.prefix.dev/conda-forge/win-64/libpng-1.6.57-h7351971_0.conda
+  url: https://repo.prefix.dev/conda-forge/win-64/libpng-1.6.58-h7351971_0.conda
   hash:
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-    sha256: e6bcba34dc6b4855f5fcd988980d06978ec33686dde8b99fe75fa76e6620d394
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+    sha256: 218913aeee391460bd0e341b834dbd9c6fa6ae0a4276c0c300266cc99a816a28
   category: main
   optional: false
 - name: libscotch
@@ -4035,12 +4035,12 @@ package:
     libgcc: '>=14'
     libgfortran: ''
     libgfortran5: '>=14.3.0'
-    liblzma: '>=5.8.2,<6.0a0'
-    libzlib: '>=1.3.1,<2.0a0'
-  url: https://repo.prefix.dev/conda-forge/linux-64/libscotch-7.0.11-int64_hfcc3fd4_2.conda
+    liblzma: '>=5.8.3,<6.0a0'
+    libzlib: '>=1.3.2,<2.0a0'
+  url: https://repo.prefix.dev/conda-forge/linux-64/libscotch-7.0.11-int64_h807e49d_3.conda
   hash:
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-    sha256: 2c2030d8dc2a4af1bbeac2c25de74fd3269afaf72d3ba666b6bd5af6f4b534ba
+    md5: cdc96eb14693f0a33fb2daffb1987c4d
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   category: main
   optional: false
 - name: libsodium
@@ -4340,21 +4340,21 @@ package:
   category: main
   optional: false
 - name: libxml2
-  version: 2.15.2
+  version: 2.15.3
   manager: conda
   platform: win-64
   dependencies:
     libiconv: '>=1.18,<2.0a0'
-    liblzma: '>=5.8.2,<6.0a0'
-    libxml2-16: 2.15.2
-    libzlib: '>=1.3.1,<2.0a0'
+    liblzma: '>=5.8.3,<6.0a0'
+    libxml2-16: 2.15.3
+    libzlib: '>=1.3.2,<2.0a0'
     ucrt: '>=10.0.20348.0'
     vc: '>=14.3,<15'
     vc14_runtime: '>=14.44.35208'
-  url: https://repo.prefix.dev/conda-forge/win-64/libxml2-2.15.2-h5d26750_0.conda
+  url: https://repo.prefix.dev/conda-forge/win-64/libxml2-2.15.3-hbc0d294_0.conda
   hash:
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-    sha256: f905eb7046987c336122121759e7f09144729f6898f48cd06df2a945b86998d8
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   category: main
   optional: false
 - name: libxml2-16
@@ -4375,20 +4375,20 @@ package:
   category: main
   optional: false
 - name: libxml2-16
-  version: 2.15.2
+  version: 2.15.3
   manager: conda
   platform: win-64
   dependencies:
     libiconv: '>=1.18,<2.0a0'
-    liblzma: '>=5.8.2,<6.0a0'
-    libzlib: '>=1.3.1,<2.0a0'
+    liblzma: '>=5.8.3,<6.0a0'
+    libzlib: '>=1.3.2,<2.0a0'
     ucrt: '>=10.0.20348.0'
     vc: '>=14.3,<15'
     vc14_runtime: '>=14.44.35208'
-  url: https://repo.prefix.dev/conda-forge/win-64/libxml2-16-2.15.2-h692994f_0.conda
+  url: https://repo.prefix.dev/conda-forge/win-64/libxml2-16-2.15.3-h692994f_0.conda
   hash:
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-    sha256: b8c71b3b609c7cfe17f3f2a47c75394d7b30acfb8b34ad7a049ea8757b4d33df
+    md5: f7d6fcda29570e20851b78d92ea2154e
+    sha256: 8038084c60eda2006d0122d05e3364fe8db0a18935ca6ed0168b5ba5aa33f904
   category: main
   optional: false
 - name: libzlib
@@ -5360,27 +5360,27 @@ package:
   category: dev
   optional: true
 - name: packaging
-  version: '26.0'
+  version: '26.1'
   manager: conda
   platform: linux-64
   dependencies:
     python: ''
-  url: https://repo.prefix.dev/conda-forge/noarch/packaging-26.0-pyhcf101f3_0.conda
+  url: https://repo.prefix.dev/conda-forge/noarch/packaging-26.1-pyhc364b38_0.conda
   hash:
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-    sha256: c1fc0f953048f743385d31c468b4a678b3ad20caffdeaa94bed85ba63049fd58
+    md5: b8ae38639d323d808da535fb71e31be8
+    sha256: 171d977bc977fd80f2a05de3d4b7d571c4ec3cdea436ed364e5cd50547c50881
   category: main
   optional: false
 - name: packaging
-  version: '26.0'
+  version: '26.1'
   manager: conda
   platform: win-64
   dependencies:
     python: ''
-  url: https://repo.prefix.dev/conda-forge/noarch/packaging-26.0-pyhcf101f3_0.conda
+  url: https://repo.prefix.dev/conda-forge/noarch/packaging-26.1-pyhc364b38_0.conda
   hash:
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-    sha256: c1fc0f953048f743385d31c468b4a678b3ad20caffdeaa94bed85ba63049fd58
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   category: main
   optional: false
 - name: pandas
@@ -8321,43 +8321,43 @@ package:
   category: main
   optional: false
 - name: geoapps-utils
-  version: 0.7.0a4.dev14+6b26f39
+  version: 0.7.0a4.dev21+9baaece
   manager: pip
   platform: linux-64
   dependencies:
-    geoh5py: 0.13.0a4.dev5+5304d94b
+    geoh5py: 0.13.0a4.dev7+6ad559b0
     matplotlib: '>=3.10.0,<3.11.0'
     numpy: '>=2.4.2,<2.5.0'
     pydantic: '>=2.12.0,<2.13.0'
     scipy: '>=1.17.0,<1.18.0'
-  url: git+https://github.com/MiraGeoscience/geoapps-utils.git@6b26f39967277d6384c6fc28d8868c1104dfddeb
+  url: git+https://github.com/MiraGeoscience/geoapps-utils.git@9baaece0133496c23519ff2708f89e679e900fd0
   hash:
-    sha256: 6b26f39967277d6384c6fc28d8868c1104dfddeb
+    sha256: 9baaece0133496c23519ff2708f89e679e900fd0
   source:
     type: url
-    url: git+https://github.com/MiraGeoscience/geoapps-utils.git@6b26f39967277d6384c6fc28d8868c1104dfddeb
+    url: git+https://github.com/MiraGeoscience/geoapps-utils.git@9baaece0133496c23519ff2708f89e679e900fd0
   category: main
   optional: false
 - name: geoapps-utils
-  version: 0.7.0a4.dev14+6b26f39
+  version: 0.7.0a4.dev21+9baaece
   manager: pip
   platform: win-64
   dependencies:
-    geoh5py: 0.13.0a4.dev5+5304d94b
+    geoh5py: 0.13.0a4.dev7+6ad559b0
     matplotlib: '>=3.10.0,<3.11.0'
     numpy: '>=2.4.2,<2.5.0'
     pydantic: '>=2.12.0,<2.13.0'
     scipy: '>=1.17.0,<1.18.0'
-  url: git+https://github.com/MiraGeoscience/geoapps-utils.git@6b26f39967277d6384c6fc28d8868c1104dfddeb
+  url: git+https://github.com/MiraGeoscience/geoapps-utils.git@9baaece0133496c23519ff2708f89e679e900fd0
   hash:
-    sha256: 6b26f39967277d6384c6fc28d8868c1104dfddeb
+    sha256: 9baaece0133496c23519ff2708f89e679e900fd0
   source:
     type: url
-    url: git+https://github.com/MiraGeoscience/geoapps-utils.git@6b26f39967277d6384c6fc28d8868c1104dfddeb
+    url: git+https://github.com/MiraGeoscience/geoapps-utils.git@9baaece0133496c23519ff2708f89e679e900fd0
   category: main
   optional: false
 - name: geoh5py
-  version: 0.13.0a4.dev5+5304d94b
+  version: 0.13.0a4.dev7+6ad559b0
   manager: pip
   platform: linux-64
   dependencies:
@@ -8365,16 +8365,16 @@ package:
     numpy: '>=2.4.0,<2.5.0'
     pillow: '>=12.1.0,<12.2.0'
     pydantic: '>=2.12.0,<2.13.0'
-  url: git+https://github.com/MiraGeoscience/geoh5py.git@5304d94ba76f57f82e7519cdcca18b6f6b89a557
+  url: git+https://github.com/MiraGeoscience/geoh5py.git@6ad559b09341b80c22aac363cbd0087089bd1a8a
   hash:
-    sha256: 5304d94ba76f57f82e7519cdcca18b6f6b89a557
+    sha256: 6ad559b09341b80c22aac363cbd0087089bd1a8a
   source:
     type: url
-    url: git+https://github.com/MiraGeoscience/geoh5py.git@5304d94ba76f57f82e7519cdcca18b6f6b89a557
+    url: git+https://github.com/MiraGeoscience/geoh5py.git@6ad559b09341b80c22aac363cbd0087089bd1a8a
   category: main
   optional: false
 - name: geoh5py
-  version: 0.13.0a4.dev5+5304d94b
+  version: 0.13.0a4.dev7+6ad559b0
   manager: pip
   platform: win-64
   dependencies:
@@ -8382,12 +8382,12 @@ package:
     numpy: '>=2.4.0,<2.5.0'
     pillow: '>=12.1.0,<12.2.0'
     pydantic: '>=2.12.0,<2.13.0'
-  url: git+https://github.com/MiraGeoscience/geoh5py.git@5304d94ba76f57f82e7519cdcca18b6f6b89a557
+  url: git+https://github.com/MiraGeoscience/geoh5py.git@6ad559b09341b80c22aac363cbd0087089bd1a8a
   hash:
-    sha256: 5304d94ba76f57f82e7519cdcca18b6f6b89a557
+    sha256: 6ad559b09341b80c22aac363cbd0087089bd1a8a
   source:
     type: url
-    url: git+https://github.com/MiraGeoscience/geoh5py.git@5304d94ba76f57f82e7519cdcca18b6f6b89a557
+    url: git+https://github.com/MiraGeoscience/geoh5py.git@6ad559b09341b80c22aac363cbd0087089bd1a8a
   category: main
   optional: false
 - name: grid-apps
@@ -8396,8 +8396,8 @@ package:
   platform: linux-64
   dependencies:
     discretize: '>=0.12.0,<0.13.0'
-    geoapps-utils: 0.7.0a4.dev14+6b26f39
-    geoh5py: 0.13.0a4.dev5+5304d94b
+    geoapps-utils: 0.7.0a4.dev21+9baaece
+    geoh5py: 0.13.0a4.dev7+6ad559b0
     numpy: '>=2.4.2,<2.5.0'
     pydantic: '>=2.12.0,<2.13.0'
     scipy: '>=1.17.0,<1.18.0'
@@ -8415,8 +8415,8 @@ package:
   platform: win-64
   dependencies:
     discretize: '>=0.12.0,<0.13.0'
-    geoapps-utils: 0.7.0a4.dev14+6b26f39
-    geoh5py: 0.13.0a4.dev5+5304d94b
+    geoapps-utils: 0.7.0a4.dev21+9baaece
+    geoh5py: 0.13.0a4.dev7+6ad559b0
     numpy: '>=2.4.2,<2.5.0'
     pydantic: '>=2.12.0,<2.13.0'
     scipy: '>=1.17.0,<1.18.0'
@@ -8429,7 +8429,7 @@ package:
   category: main
   optional: false
 - name: mira-simpeg
-  version: 0.25.0.1a3.dev9+g3430f930a
+  version: 0.25.0.1a3.dev16+gfa25746b5
   manager: pip
   platform: linux-64
   dependencies:
@@ -8441,16 +8441,16 @@ package:
     numpy: '>=1.22'
     pymatsolver: '>=0.3'
     scipy: '>=1.8'
-  url: git+https://github.com/MiraGeoscience/simpeg.git@3430f930a84f83a577e200677a77824e14f198de
+  url: git+https://github.com/MiraGeoscience/simpeg.git@fa25746b50102620bd8bcaf91aff8a3f745d8c4b
   hash:
-    sha256: 3430f930a84f83a577e200677a77824e14f198de
+    sha256: fa25746b50102620bd8bcaf91aff8a3f745d8c4b
   source:
     type: url
-    url: git+https://github.com/MiraGeoscience/simpeg.git@3430f930a84f83a577e200677a77824e14f198de
+    url: git+https://github.com/MiraGeoscience/simpeg.git@fa25746b50102620bd8bcaf91aff8a3f745d8c4b
   category: main
   optional: false
 - name: mira-simpeg
-  version: 0.25.0.1a3.dev9+g3430f930a
+  version: 0.25.0.1a3.dev16+gfa25746b5
   manager: pip
   platform: win-64
   dependencies:
@@ -8462,11 +8462,11 @@ package:
     numpy: '>=1.22'
     pymatsolver: '>=0.3'
     scipy: '>=1.8'
-  url: git+https://github.com/MiraGeoscience/simpeg.git@3430f930a84f83a577e200677a77824e14f198de
+  url: git+https://github.com/MiraGeoscience/simpeg.git@fa25746b50102620bd8bcaf91aff8a3f745d8c4b
   hash:
-    sha256: 3430f930a84f83a577e200677a77824e14f198de
+    sha256: fa25746b50102620bd8bcaf91aff8a3f745d8c4b
   source:
     type: url
-    url: git+https://github.com/MiraGeoscience/simpeg.git@3430f930a84f83a577e200677a77824e14f198de
+    url: git+https://github.com/MiraGeoscience/simpeg.git@fa25746b50102620bd8bcaf91aff8a3f745d8c4b
   category: main
   optional: false