demroz / pinn-ms
code for Large area optimization of meta-lens via data-free machine learning
☆17Updated last year
Alternatives and similar repositories for pinn-ms:
Users that are interested in pinn-ms are comparing it to the libraries listed below
- Automated Metasurface Design by Machine Learning☆13Updated 4 years ago
- Meta_SCMT is a software to inverse design large-area dielectric metasurface. The key factor that differentiates the Meta_SCMT from curren…☆43Updated last year
- ☆17Updated 5 months ago
- Generating metasurface layout and simulating metalens as the superposition of the point source☆24Updated last year
- Inverse design of metasurface with non-local interations☆35Updated last year
- SmartGlass (SG) is a python implementation of a diffractive optical neural network. Currently, it supports training an all-optical classi…☆33Updated last year
- A multi-scale differential optimization framework for diffractive optical systems.☆40Updated 10 months ago
- ☆13Updated 5 years ago
- Cyclical Deep Learning Implementation for Simultaneous Inverse and Forward Design of Nanophotonic Metasurfaces☆9Updated 10 months ago
- Inverse design of metasurface using Generative Adversarial Neural Network☆10Updated 2 years ago
- Metamaterial lens shape discovery and optimization methods for the design of COPILOT optical instruments.☆10Updated last year
- Simulation and optimization of dielectric metalens with Tidy3D☆26Updated 3 years ago
- (Tensorflow Version) D-Flat is a forward and inverse design framework for flat optics. Although specially geared for the design of metasu…☆79Updated last year
- The code repository for the 2023 ICCP Paper: Polarization Multi-Image Synthesis with Birefringent Metasurfaces☆15Updated last year
- FDTD Solutions Script Library for Metasurface Holographic (FSMH)☆28Updated 3 years ago
- ☆13Updated 3 years ago
- 2021 SJTU IPP Project, Metasurface, advised by Prof. Xuyang Lu☆12Updated 2 years ago
- RCWA with inherent automatic differentiation using TensorFlow☆44Updated 3 years ago
- Repository for "Multilevel Diffractive Optics Design".☆30Updated 3 months ago
- DFlat is a forward and inverse design framework for flat optics. Although specially geared for the design of metasurface optics, it may b…☆67Updated last month
- ☆27Updated 3 years ago
- Source code for 'Depolarized Holography with Polarization-multiplexing Metasurface' (SIGGRAPH ASIA 2023)☆13Updated last year
- Adjoint-based optimization and inverse design of photonic devices.☆12Updated 5 years ago
- Design code and examples for polarization-analyzing metasurface gratings as in Rubin et al., "Matrix Fourier optics enables a compact ful…☆16Updated 5 months ago
- ☆10Updated 2 years ago
- Repository for "360° Structured Light with Learned Metasurfaces"☆19Updated 8 months ago
- Deep Learning for metasurface parameter optimization using tensorflow/keras☆88Updated last year
- ☆13Updated 2 years ago