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cs.LG2026
Neural-network methods for two-dimensional finite-source reflector design
Roel Hacking, Lisa Kusch, Koondanibha Mitra +2
We address the inverse problem of designing two-dimensional reflectors that transform light from a finite, extended source into a prescribed far-field distribution. The reflector h…
cs.LG2024
A neural network approach for solving the Monge-Ampère equation with transport boundary condition
Roel Hacking, Lisa Kusch, Koondanibha Mitra +2
This paper introduces a novel neural network-based approach to solving the Monge-Ampère equation with the transport boundary condition, specifically targeted towards optical design…