shelljane / lithobenchLinks
LithoBench: Benchmarking AI Computational Lithography for Semiconductor Manufacturing
☆98Updated 2 years ago
Alternatives and similar repositories for lithobench
Users that are interested in lithobench are comparing it to the libraries listed below
Sorting:
- An Open-source Platform for Inverse Lithography Technology Research☆189Updated 7 months ago
- Neural-ILT, An End-to-end Learning-based Mask Optimizer☆80Updated 2 years ago
- Github repository to share some insights about lithography simulation.☆118Updated 4 years ago
- Include pixel-based mask synthesis, imaging model for optical lithography in Python☆79Updated 3 years ago
- This repo contains ~4000 designs that are used to train GAN-OPC [DAC2018. TCAD2019]☆27Updated 4 years ago
- Learning-based lithography simulator and mask optimizer☆39Updated 4 years ago
- Optical lithography simulation software☆154Updated 2 years ago
- EUV Layer Hotspot Detection Benchmark Suit☆18Updated 4 years ago
- Detected Hotspots in the Lithography process using Vision Transformers, Convolution Neural Networks and Artificial Neural Networks, and c…☆44Updated 4 months ago
- K-Litho is a toolset designed for lithography simulation. It enables optical image calculations using TCC and SOCS, as well as SOCS kern…☆26Updated last year
- This is a very basic lithography simulation and pixel-based OPC tool.☆46Updated 4 years ago
- ☆29Updated 4 years ago
- A collection of papers in the area of photonic design automation☆74Updated last year
- A Python-based tool for modeling optical photolithography☆31Updated 9 months ago
- A Design Rule Checker with GPU Acceleration☆58Updated 2 years ago
- This is a 2D expansion of the pierremifasol's work(https://github.com/pierremifasol/Lithography-Simulation)☆28Updated 2 years ago
- Lithography Hotspot detection using Deep Learning. Source code for the paper.☆20Updated 6 years ago
- This Repo Contains the Source Code and Pretrained Model for the Paper "Layout Hotspot Detection with Feature Tensor Generation and Deep B…☆50Updated 11 months ago
- Practical example from the SPIE short course "Data Analytics and Machine Learning in Semiconductor Manufacturing: Applications for Physic…☆21Updated 7 years ago
- ☆13Updated 2 years ago
- eBeam Lithography simulation and Proximity Effect Correction☆26Updated 2 years ago
- Automated Large-Scale PIC Routing (accepted at ISPD 2025)☆29Updated 8 months ago
- ☆25Updated 5 years ago
- Use CUDA for eBeam Lithography Simulation☆17Updated 5 years ago
- A Neural Operator-based Integrated Photonic Device Simulation Framework, NeurOLight NeurIPS 2022☆49Updated 2 years ago
- Analog Placement Quality Prediction☆25Updated 2 years ago
- Python script to convert image files to GDSII files☆67Updated 9 months ago
- Highly parallel simulation and optimization of photonic circuits in time and frequency domain based on the deep-learning framework PyTorc…☆83Updated 3 years ago
- Machine Learning-Enabled Compact Photonic Tensor Core based on Programmable Multi-Operand Multimode Interference☆12Updated last year
- Package for KLayout to add integrated optics / silicon photonics functionality (waveguides, netlist extraction, circuit simulations, etc)☆230Updated last month