cuhk-eda / neural-ilt
Neural-ILT, An End-to-end Learning-based Mask Optimizer
☆73Updated 2 years ago
Alternatives and similar repositories for neural-ilt:
Users that are interested in neural-ilt are comparing it to the libraries listed below
- Learning-based lithography simulator and mask optimizer☆34Updated 3 years ago
- LithoBench: Benchmarking AI Computational Lithography for Semiconductor Manufacturing☆64Updated last year
- Include pixel-based mask synthesis, imaging model for optical lithography in Python☆73Updated 2 years ago
- An Open-source Platform for Inverse Lithography Technology Research☆150Updated 7 months ago
- This repo contains ~4000 designs that are used to train GAN-OPC [DAC2018. TCAD2019]☆22Updated 4 years ago
- Github repository to share some insights about lithography simulation.☆102Updated 3 years ago
- Detected Hotspots in the Lithography process using Vision Transformers, Convolution Neural Networks and Artificial Neural Networks, and c…☆34Updated 2 years ago
- This is a very basic lithography simulation and pixel-based OPC tool.☆40Updated 3 years ago
- This Repo Contains the Source Code and Pretrained Model for the Paper "Layout Hotspot Detection with Feature Tensor Generation and Deep B…☆45Updated 4 months ago
- EUV Layer Hotspot Detection Benchmark Suit☆15Updated 4 years ago
- K-Litho is a toolset designed for lithography simulation. It enables optical image calculations using TCC and SOCS, as well as SOCS kern…☆15Updated 11 months ago
- ☆25Updated 3 years ago
- Optical lithography simulation software☆139Updated 2 years ago
- ☆12Updated 2 years ago
- This is a 2D expansion of the pierremifasol's work(https://github.com/pierremifasol/Lithography-Simulation)☆24Updated last year
- eBeam Lithography simulation and Proximity Effect Correction☆22Updated 2 years ago
- Use CUDA for eBeam Lithography Simulation☆15Updated 5 years ago
- A Python-based tool for modeling optical photolithography☆14Updated 2 months ago
- Python script to convert image files to GDSII files☆62Updated 2 months ago
- Lithography Hotspot detection using Deep Learning. Source code for the paper.☆19Updated 6 years ago
- (DAC2019 / TCAD2020) Faster Region-based Hotspot Detection.☆22Updated last year
- A Design Rule Checker with GPU Acceleration☆48Updated last year
- Lithography simulation toolbox☆8Updated 7 years ago
- ☆15Updated 2 years ago
- An open multiple patterning framework☆75Updated 11 months ago
- Python code for electron beam lithography proximity correction.☆16Updated 6 years ago
- [ICCAD 22]DeePEB: A neural network based PEB solver☆10Updated 2 years ago
- A collection of papers in the area of photonic design automation☆60Updated last year
- Analog Placement Quality Prediction☆21Updated 2 years ago
- Practical example from the SPIE short course "Data Analytics and Machine Learning in Semiconductor Manufacturing: Applications for Physic…☆18Updated 7 years ago