Neural-Litho / Neural-LithographyLinks
Official implementation of Neural Lithography (SIGGRAPH Asia 2023)
☆40Updated 7 months ago
Alternatives and similar repositories for Neural-Lithography
Users that are interested in Neural-Lithography are comparing it to the libraries listed below
Sorting:
- Python code for electron beam lithography proximity correction.☆19Updated 6 years ago
- Use CUDA for eBeam Lithography Simulation☆17Updated 5 years ago
- Design code and examples for polarization-analyzing metasurface gratings as in Rubin et al., "Matrix Fourier optics enables a compact ful…☆25Updated 2 months ago
- RCWA for optical metrology and metasurfaces☆13Updated 2 years ago
- DFlat is a forward and inverse design framework for flat optics. Although specially geared for the design of metasurface optics, it may b…☆89Updated 3 months ago
- Metasurface design workflow realized with Python (notebook) based on Lumerical FDTD.☆38Updated last week
- (Tensorflow Version) D-Flat is a forward and inverse design framework for flat optics. Although specially geared for the design of metasu…☆80Updated last year
- Simulation and optimization of dielectric metalens with Tidy3D☆27Updated 4 years ago
- eBeam Lithography simulation and Proximity Effect Correction☆26Updated 2 years ago
- Diffractive optical neural network training with arbitrary spatial coherence.☆28Updated last year
- Implementation of image sensing using a 2-layer optical neural network with optical-to-optical nonlinear activations☆37Updated 2 years ago
- Repository for "360° Structured Light with Learned Metasurfaces"☆24Updated last year
- GDoeSII: Software for design of diffractive optical elements and conversion to GDSII lithography files☆15Updated 5 years ago
- SmartGlass (SG) is a python implementation of a diffractive optical neural network. Currently, it supports training an all-optical classi…☆45Updated 2 years ago
- RCWA with inherent automatic differentiation using TensorFlow☆50Updated 4 years ago
- Generates metasurface GDSII layouts for a given phase mask and FDTD dimension vs phase data☆70Updated 4 years ago
- Global optimization based on generative neural networks☆115Updated 2 years ago
- MATLAB Implementation of the Rigorous Coupled Wave Analysis and Plane Wave Expansion Method☆28Updated 8 years ago
- A Generic Framework for Optical Inverse Design☆24Updated 6 months ago
- ☆19Updated last year
- GPU-accelerated RCWA with automatic differentiation☆153Updated last year
- Automated Metasurface Design by Machine Learning☆18Updated 4 years ago
- A multi-scale differential optimization framework for diffractive optical systems.☆48Updated last year
- A hybrid data- and physics-augmented CNN that predicts EM field distributions with ultrafast speed and high accuracy for entire classes o…☆21Updated 2 years ago
- code for Large area optimization of meta-lens via data-free machine learning☆24Updated last year
- Meta_SCMT is a software to inverse design large-area dielectric metasurface. The key factor that differentiates the Meta_SCMT from curren…☆46Updated last year
- Implementation of model-free computational optics to a wide range of tasks.☆18Updated 11 months ago
- ☆23Updated 4 months ago
- Optimization and inverse design of photonic crystals using deep reinforcement learning☆83Updated 2 years ago
- A full software for the propagation of a wavefront phase in free space, assuming coherent illumination.☆26Updated 4 years ago