Differentiable design of freeform illumination optics with robust curvature control based on topological constraint.

Recent advances in differentiable design methodologies for freeform illumination optics have attracted considerable research interest in non-imaging optics. These approaches represent the freeform optical surfaces with trainable parameters and refine…

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