jpcain / data-analytics-machine-learningLinks
Practical example from the SPIE short course "Data Analytics and Machine Learning in Semiconductor Manufacturing: Applications for Physical Design, Process and Yield Optimization"
☆19Updated 7 years ago
Alternatives and similar repositories for data-analytics-machine-learning
Users that are interested in data-analytics-machine-learning are comparing it to the libraries listed below
Sorting:
- This is a very basic lithography simulation and pixel-based OPC tool.☆44Updated 3 years ago
- Include pixel-based mask synthesis, imaging model for optical lithography in Python☆78Updated 3 years ago
- Learning-based lithography simulator and mask optimizer☆39Updated 3 years ago
- ☆28Updated 4 years ago
- Github repository to share some insights about lithography simulation.☆113Updated 3 years ago
- Python program your Job files for an ASML PAS 5500 Stepper Lithography system, by the UCSB Nanofabrication Facility.☆19Updated 7 months ago
- Optical lithography simulation software☆150Updated 2 years ago
- Lithography defect prediction for microchip manufacturing optimization with machine learning model☆23Updated last year
- This is a 2D expansion of the pierremifasol's work(https://github.com/pierremifasol/Lithography-Simulation)☆26Updated 2 years ago
- Lithography simulation toolbox☆8Updated 8 years ago
- A Python-based tool for modeling optical photolithography☆27Updated 6 months ago
- GDSHelpers is an open-source package for automatized pattern generation for nano-structuring.☆118Updated 3 years ago
- eBeam Lithography simulation and Proximity Effect Correction☆25Updated 2 years ago
- Python GDS layout and CAD geometry creation☆209Updated 2 weeks ago
- LithoBench: Benchmarking AI Computational Lithography for Semiconductor Manufacturing☆86Updated 2 years ago
- Lithography Hotspot detection using Deep Learning. Source code for the paper.☆19Updated 6 years ago
- An Open-source Platform for Inverse Lithography Technology Research☆173Updated 3 months ago
- Detected Hotspots in the Lithography process using Vision Transformers, Convolution Neural Networks and Artificial Neural Networks, and c…☆38Updated last month
- K-Litho is a toolset designed for lithography simulation. It enables optical image calculations using TCC and SOCS, as well as SOCS kern…☆19Updated last year
- Octave and MATLAB toolbox for GDSII stream format☆69Updated 4 years ago
- Lithography Took Kit for KLayout☆18Updated 4 months ago
- EUV Layer Hotspot Detection Benchmark Suit☆16Updated 4 years ago
- gdsfactory with a klayout backend☆43Updated this week
- Package for KLayout to add integrated optics / silicon photonics functionality (waveguides, netlist extraction, circuit simulations, etc)☆218Updated last month
- Silicon Photonics Design Tools.☆59Updated 6 months ago
- Gdstk (GDSII Tool Kit) is a C++/Python library for creation and manipulation of GDSII and OASIS files.☆406Updated last month
- This repo contains ~4000 designs that are used to train GAN-OPC [DAC2018. TCAD2019]☆25Updated 4 years ago
- This is a Matlab library of functions to facilitate the design of Photonics Integrated Circuits GDS layout.☆88Updated 8 years ago
- Use CUDA for eBeam Lithography Simulation☆17Updated 5 years ago
- Python code for electron beam lithography proximity correction.☆18Updated 6 years ago