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
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…ale Anisotropic Field Deformation framework. Describes methodology, GPU-accelerated execution via PyKeOps, and dual-criteria octree subdivision for efficient and precise geological modeling.
…ogic to support 2D anisotropy matrices.
…l handling, and performance checks.
…onstraints and residual checks.
…ment, refine kernel range, and add anisotropy visualization.
…est, including scalar fields, isosurfaces, and contact points.
…t, simplify constraints handling, and enhance 3D anis
…options for integration test correction
This was referenced Sep 4, 2026
[FIX] Ensure tensors consistently move to backend device and add tests for GPU-specific behavior
#90
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This was referenced Sep 4, 2026
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September 4, 2026 13:19
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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 modeling.
Add micro-anisotropic correction support with evaluator, options, and tests
Add unit test for micro-anisotropic correction and extend evaluator logic to support 2D anisotropy matrices.
Refactor micro-anisotropic test to include macro constraints, residual handling, and performance checks.
Add 3D integration test for micro-anisotropic correction with macro constraints and residual checks.
Refactor 3D micro-anisotropic integration test: enhance contact placement, refine kernel range, and add anisotropy visualization.
Add PyVista-based 3D visualization to micro-anisotropic integration test, including scalar fields, isosurfaces, and contact points.
Refactor micro-anisotropic evaluator pipeline: add kernel type support, simplify constraints handling, and enhance 3D anis
Set
preserve_macro_pointsto False in micro-anisotropic evaluation options for integration test correction