PanithanS / Defect-Prediction-in-Semiconductor-LithographyLinks
Lithography defect prediction for microchip manufacturing optimization with machine learning model
☆26Updated 2 years ago
Alternatives and similar repositories for Defect-Prediction-in-Semiconductor-Lithography
Users that are interested in Defect-Prediction-in-Semiconductor-Lithography are comparing it to the libraries listed below
Sorting:
- Practical example from the SPIE short course "Data Analytics and Machine Learning in Semiconductor Manufacturing: Applications for Physic…☆21Updated 7 years ago
- Github repository to share some insights about lithography simulation.☆120Updated 4 years ago
- ☆29Updated 4 years ago
- A Python-based tool for modeling optical photolithography☆33Updated 10 months ago
- Learning-based lithography simulator and mask optimizer☆39Updated 4 years ago
- This is a 2D expansion of the pierremifasol's work(https://github.com/pierremifasol/Lithography-Simulation)☆28Updated 2 years ago
- Generates metasurface GDSII layouts for a given phase mask and FDTD dimension vs phase data☆69Updated 4 years ago
- Include pixel-based mask synthesis, imaging model for optical lithography in Python☆80Updated 3 years ago
- Image simulation for microscopy and lithography systems☆26Updated 2 years ago
- LithoBench: Benchmarking AI Computational Lithography for Semiconductor Manufacturing☆102Updated 2 years ago
- Optimization and inverse design of photonic crystals using deep reinforcement learning☆86Updated 2 years ago
- This is a very basic lithography simulation and pixel-based OPC tool.☆46Updated 4 years ago
- An electromagnetic simulation tool programmed in Matlab by using the method Rigorous Coupled-Wave analysis (RCWA)☆16Updated 2 years ago
- MATLAB tools for Raith electron-beam lithography (EBL) and focused ion beam (FIB) systems — Outils MATLAB pour les systèmes Raith de lith…☆20Updated last year
- GDSHelpers is an open-source package for automatized pattern generation for nano-structuring.☆121Updated 3 years ago
- Use CUDA for eBeam Lithography Simulation☆17Updated 6 years ago
- Beampy is a python package - with an user interface - allowing to propagate beams in differents guides using the Beam Propagation Method …☆37Updated 4 years ago
- Lithography Hotspot detection using Deep Learning. Source code for the paper.☆21Updated 7 years ago
- A numerical swiss army knife for computing and optimizing the optical response of multilayered structures.☆57Updated last week
- Optical lithography simulation software☆155Updated 2 years ago
- Matlab-based proximity effect correction software for electron beam lithography☆28Updated 11 months ago
- varRCWA algorithm implementation with GPU support☆23Updated 2 years ago
- This repo contains ~4000 designs that are used to train GAN-OPC [DAC2018. TCAD2019]☆27Updated 4 years ago
- Simple module to find numerically propagation mode profiles and propagation constants of multimode fibers of arbitrary radial index pro…☆44Updated 2 months ago
- GPU-accelerated RCWA with automatic differentiation☆163Updated last year
- Official implementation of Neural Lithography (SIGGRAPH Asia 2023)☆43Updated 9 months ago
- Python code for electron beam lithography proximity correction.☆20Updated 7 years ago
- 涡旋光的产生与检测方法:拉盖尔-高斯光束,贝塞尔-高斯光束,环形☆21Updated 4 years ago
- Rigorous coupled wave analysis and PWEM implemented in short readable python codes☆39Updated 4 years ago
- modules for semi-analytic fourier series solutions for Maxwell's equations. Includes transfer-matrix-method, plane-wave-expansion-method,…☆146Updated 3 years ago