jpcain / data-analytics-machine-learning
Practical example from the SPIE short course "Data Analytics and Machine Learning in Semiconductor Manufacturing: Applications for Physical Design, Process and Yield Optimization"
☆17Updated 6 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
- This is a very basic lithography simulation and pixel-based OPC tool.☆37Updated 3 years ago
- Include pixel-based mask synthesis, imaging model for optical lithography in Python☆70Updated 2 years ago
- eBeam Lithography simulation and Proximity Effect Correction☆20Updated last year
- Lithography defect prediction for microchip manufacturing optimization with machine learning model☆17Updated last year
- Python program your Job files for an ASML PAS 5500 Stepper Lithography system, by the UCSB Nanofabrication Facility.☆16Updated 2 weeks ago
- Learning-based lithography simulator and mask optimizer☆32Updated 3 years ago
- Use CUDA for eBeam Lithography Simulation☆13Updated 5 years ago
- Github repository to share some insights about lithography simulation.☆96Updated 3 years ago
- ☆24Updated 3 years ago
- This is a 2D expansion of the pierremifasol's work(https://github.com/pierremifasol/Lithography-Simulation)☆20Updated last year
- Lithography simulation toolbox☆8Updated 7 years ago
- Lithography Took Kit for KLayout☆16Updated 2 years ago
- Image simulation for microscopy and lithography systems☆24Updated last year
- K-Litho is a toolset designed for lithography simulation. It enables optical image calculations using TCC and SOCS, as well as SOCS kern…☆10Updated 8 months ago
- Lithography Hotspot detection using Deep Learning. Source code for the paper.☆19Updated 6 years ago
- Python code for electron beam lithography proximity correction.☆15Updated 6 years ago
- Detected Hotspots in the Lithography process using Vision Transformers, Convolution Neural Networks and Artificial Neural Networks, and c…☆33Updated last year
- ☆12Updated 7 years ago
- Optical lithography simulation software☆125Updated last year
- GDoeSII: Software for design of diffractive optical elements and conversion to GDSII lithography files☆13Updated 4 years ago
- MATLAB tools for Raith electron-beam lithography (EBL) and focused ion beam (FIB) systems — Outils MATLAB pour les systèmes Raith de lith…☆23Updated 3 years ago
- EUV Layer Hotspot Detection Benchmark Suit☆14Updated 3 years ago
- This repo contains ~4000 designs that are used to train GAN-OPC [DAC2018. TCAD2019]☆19Updated 3 years ago
- Octave and MATLAB toolbox for GDSII stream format☆65Updated 3 years ago
- Silicon Photonics measurement data on manufacturing variability☆14Updated 4 years ago
- WaferMap Visualization☆46Updated 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…☆17Updated 10 months ago
- Matlab-based proximity effect correction software for electron beam lithography☆22Updated 2 weeks ago
- GDSHelpers is an open-source package for automatized pattern generation for nano-structuring.☆113Updated 2 years ago
- LithoBench: Benchmarking AI Computational Lithography for Semiconductor Manufacturing☆56Updated last year