inverse-design 8 jax 7 optimization 5 topology 4 python 4 ai 3 design 3 inverse-problems 3 topology-optimization 3 physics 3 deep-learning 2 machine-learning 2 differentiable optics 2 diffraction 1 computational optics 1 PyTorch 1 Fourier optics 1 materials-design 1 generative-model 1 generative-adversarial-network 1 interpretability 1 generative models 1 bias 1 fairness 1 point-charge 1 differentiable-physics 1 electrodynamics 1 vectorfield 1 genetic-algorithm 1 genetic algorithm 1 materials design 1 wave-optics 1 pytorch 1 optics 1 optical-neural-network 1 mplc 1 fourier-optics 1 differentiable-optics 1 computational-optics 1 wave optics 1 optical neural networks 1 microscopy 1 machine learning 1 imaging 1 holography 1 vector-fields 1 geometry 1 nanophotonics 1 gpu-acceleration 1 gdsfactory 1 finite-difference-time-domain 1 fdtd3d 1 fdtd-simulator 1 fdtd-simulation 1 fdtd 1 electromagnetic-simulation 1 cuda 1 computational-electromagnetics 1 compact-model 1 simulation 1 photonics 1 electromagnetics 1 computational physics 1 vector 1 signed-distance-functions 1 signed-distance-fields 1 procedural-generation 1 procedural 1 geometry-algorithms 1 shape optimization 1 gpu 1 automatic differentiation 1 computational geometry 1 director field 1 vector field 1 level set 1 procedural geometry 1 signed distance field 1 signed distance function 1 sdf 1