[ENH] Add tests and example model for finite-fault handling with diagnostics

[Leguark]

[ENH] Add tests and example model for finite-fault handling with diagnostics

Introduces a test case and example model (last_model.gempy) for finite-fault scalar field handling and visualization diagnostics. Includes validation of finite-fault descriptions, boundary conditions, and ellipsoid distance functions. Adds diagnostic plots for fault layer meshes and finite-fault scalar distribution.

Add tests and documentation for finite fault transformations

Introduce tests ensuring finite fault transformations are correctly applied without mutating the model and validate isotropic transform enforcement. Update documentation to clarify the handling of finite fault coordinates and transformation constraints in GemPy Engine.

[ENH] Add micro-point front-end and serialization design documentation

Documents the proposed micro-point front-end data model, serialization schema, and local RBF correction methods. Includes the architectural pipeline, validation requirements, serialization updates, and tests for integration, ensuring micro-point observations enhance local compliance without affecting macro cokriging systems.

[DEL]

[Leguark]

• [ENH] Add octree refinement modes, diagnostics, and support stencils with tests #100
• [ENH] Improve finite-fault and grid scalar handling with backend adjustments and test updates #99
• [ENH] Add tests and example model for finite-fault handling with diagnostics #98 👈 (View in Graphite)
• [ENH] Add support for finite-fault scalar field handling #97
• [ENH] Add finite-fault support to server schema, validation, and PyTorch backend #96
• [ENH] Wire finite-fault definitions into fault stack interpolation #93 : 1 other dependent PR (#94 )
• [ENH] Refactor project_points_onto_surface for robustness and nonlinear projection support #92
• [ENH] Introduce FiniteFault model with validation, serialization, and spline taper support #91
• [FIX] Ensure tensors consistently move to backend device and add tests for GPU-specific behavior #90
• Added a comprehensive technical implementation report for the Multiscale Anisotropic Field Deformation framework. Describes methodology, GPU-accelerated execution via PyKeOps, and dual-criteria octree subdivision for efficient and precise geological model #95
• main

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Merge activity

• Sep 5, 9:11 AM UTC: A user started a stack merge that includes this pull request via Graphite.
• Sep 5, 9:32 AM UTC: Graphite couldn't merge this pull request because a downstack PR [ENH] Introduce FiniteFault model with validation, serialization, and spline taper support #91 failed to merge.