git clone https://github.com/jLabKAIST/physics-informed-metasurface.gitpip install -r requirements.txtDeflectorGym is our custom environment for RCWA simulation.
cd deflector-gym
pip install -e .cd physics-informed-metasurface
python main.pySource code for the paper "Sample-efficient inverse design of freeform nanophotonic devices with physics-informed reinforcement learning"
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jLabKAIST/Physics-Informed-Reinforcement-Learning
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Source code for the paper "Sample-efficient inverse design of freeform nanophotonic devices with physics-informed reinforcement learning"
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