PanithanS / Defect-Prediction-in-Semiconductor-LithographyLinks
Lithography defect prediction for microchip manufacturing optimization with machine learning model
☆27Updated 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…☆22Updated 7 years ago
- A Python-based tool for modeling optical photolithography☆35Updated last year
- Github repository to share some insights about lithography simulation.☆125Updated 4 years ago
- ☆30Updated 4 years ago
- Learning-based lithography simulator and mask optimizer☆41Updated 4 years ago
- Image simulation for microscopy and lithography systems☆26Updated 2 years ago
- This is a 2D expansion of the pierremifasol's work(https://github.com/pierremifasol/Lithography-Simulation)☆30Updated 2 years ago
- LithoBench: Benchmarking AI Computational Lithography for Semiconductor Manufacturing☆106Updated 2 years ago
- Use CUDA for eBeam Lithography Simulation☆18Updated 6 years ago
- Include pixel-based mask synthesis, imaging model for optical lithography in Python☆84Updated 3 years ago
- Lithography Hotspot detection using Deep Learning. Source code for the paper.☆21Updated 7 years ago
- Generates metasurface GDSII layouts for a given phase mask and FDTD dimension vs phase data☆70Updated 4 years ago
- Optimization and inverse design of photonic crystals using deep reinforcement learning☆88Updated 2 years ago
- Official implementation of Neural Lithography (SIGGRAPH Asia 2023)☆47Updated 10 months ago
- Neural Inverse Design of Nanostructures☆48Updated 2 years ago
- GDSHelpers is an open-source package for automatized pattern generation for nano-structuring.☆123Updated 3 years ago
- This repo contains ~4000 designs that are used to train GAN-OPC [DAC2018. TCAD2019]☆30Updated 4 years ago
- A numerical swiss army knife for computing and optimizing the optical response of multilayered structures.☆59Updated 2 months ago
- ☆13Updated 8 years ago
- This is a very basic lithography simulation and pixel-based OPC tool.☆46Updated 4 years ago
- Optical lithography simulation software☆159Updated 2 years ago
- Silicon Photonics Design Tools.☆64Updated 5 months ago
- GPU-accelerated RCWA with automatic differentiation☆171Updated last year
- An Open-source Platform for Inverse Lithography Technology Research☆210Updated 9 months ago
- Collection of examples and tutorials for the Tidy3D solver by Flexcompute Inc☆42Updated this week
- An electromagnetic simulation tool programmed in Matlab by using the method Rigorous Coupled-Wave analysis (RCWA)☆17Updated 2 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
- Diffractio is a Python library for Diffraction and Interference Optics.☆35Updated 2 months ago
- This is PyFocus, a Python package that provides high-level functions and an user interface to perform full vectorial calculations of the …☆16Updated 2 years ago
- Matlab-based proximity effect correction software for electron beam lithography☆29Updated last year