Neural-Litho / Neural-LithographyLinks
Official implementation of Neural Lithography (SIGGRAPH Asia 2023)
☆46Updated 10 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.☆20Updated 7 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…☆102Updated 6 months ago
- RCWA for optical metrology and metasurfaces☆14Updated 2 years ago
- Use CUDA for eBeam Lithography Simulation☆18Updated 6 years ago
- (Tensorflow Version) D-Flat is a forward and inverse design framework for flat optics. Although specially geared for the design of metasu…☆84Updated last year
- Design code and examples for polarization-analyzing metasurface gratings as in Rubin et al., "Matrix Fourier optics enables a compact ful…☆31Updated 5 months ago
- Diffractive optical neural network training with arbitrary spatial coherence.☆31Updated last year
- Global optimization based on generative neural networks☆123Updated 3 years ago
- Simulation and optimization of dielectric metalens with Tidy3D☆27Updated 4 years ago
- RCWA with inherent automatic differentiation using TensorFlow☆51Updated 4 years ago
- A hybrid data- and physics-augmented CNN that predicts EM field distributions with ultrafast speed and high accuracy for entire classes o…☆22Updated 3 years ago
- code for Large area optimization of meta-lens via data-free machine learning☆24Updated 2 years ago
- A multi-scale differential optimization framework for diffractive optical systems.☆50Updated last year
- Repository for "360° Structured Light with Learned Metasurfaces"☆28Updated last year
- ☆20Updated last year
- A Generic Framework for Optical Inverse Design☆45Updated 9 months ago
- Supporting code for "End-to-end optical backpropagation for training neural networks".☆54Updated 5 years ago
- Base repository for simulation and control of photonic devices☆12Updated 2 years ago
- A full software for the propagation of a wavefront phase in free space, assuming coherent illumination.☆26Updated 4 years ago
- Generates metasurface GDSII layouts for a given phase mask and FDTD dimension vs phase data☆70Updated 4 years ago
- MATLAB Implementation of the Rigorous Coupled Wave Analysis and Plane Wave Expansion Method☆33Updated 9 years ago
- ☆39Updated 4 years ago
- SmartGlass (SG) is a python implementation of a diffractive optical neural network. Currently, it supports training an all-optical classi…☆48Updated 2 years ago
- eBeam Lithography simulation and Proximity Effect Correction☆33Updated 2 years ago
- hybrid optical electronic convolutional neural networks☆149Updated 6 years ago
- Meta_SCMT is a software to inverse design large-area dielectric metasurface. The key factor that differentiates the Meta_SCMT from curren…☆51Updated 2 years ago
- Differentiable wave optics simulation library built on PyTorch☆103Updated 2 weeks ago
- Optimization and inverse design of photonic crystals using deep reinforcement learning☆88Updated 2 years ago
- GPU-accelerated RCWA with automatic differentiation☆169Updated last year
- [Optica] Modeling Off-Axis Diffraction with Least-Sampling Angular Spectrum Method☆75Updated last year