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feat: autograd support for rotated Box #2362

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@rahul-flex rahul-flex commented Apr 4, 2025

Autograd support for the Transformed class when the base geometry is a Box under rotation. Key changes are:

Rotated Normals:
Box face derivatives now accept rotation matrix, ensuring that the face derivative computed use rotated normals.

Derivative Computation:
The derivative with respect to rotated faces is computed using the surface mesh and gradient surfaces.

Testing:
Finite difference checks to validate autograd computations.
Emulated simulation test cases to verify rotation.
Test results attached for 7 cases: box, box with background structure, 0 deg rotation, 90 deg rotation about z, 45 deg about y, 45 deg about x, and 45 deg about z.
rel_error_center-x
rel_error_center-y
rel_error_center-z
rel_error_size-x
rel_error_size-y
rel_error_size-z

@rahul-flex rahul-flex requested a review from yaugenst-flex April 4, 2025 19:34
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