PanithanS / Defect-Prediction-in-Semiconductor-Lithography
Lithography defect prediction for microchip manufacturing optimization with machine learning model
☆16Updated 11 months ago
Related projects ⓘ
Alternatives and complementary repositories for Defect-Prediction-in-Semiconductor-Lithography
- Practical example from the SPIE short course "Data Analytics and Machine Learning in Semiconductor Manufacturing: Applications for Physic…☆16Updated 6 years ago
- Github repository to share some insights about lithography simulation.☆94Updated 3 years ago
- Use CUDA for eBeam Lithography Simulation☆12Updated 4 years ago
- This is a 2D expansion of the pierremifasol's work(https://github.com/pierremifasol/Lithography-Simulation)☆18Updated last year
- Python code for electron beam lithography proximity correction.☆15Updated 6 years ago
- MATLAB tools for Raith electron-beam lithography (EBL) and focused ion beam (FIB) systems — Outils MATLAB pour les systèmes Raith de lith…☆14Updated 8 months ago
- Image simulation for microscopy and lithography systems☆23Updated last year
- ☆22Updated 3 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
- ☆12Updated 7 years ago
- Include pixel-based mask synthesis, imaging model for optical lithography in Python☆67Updated 2 years ago
- Official implementation of Neural Lithography (SIGGRAPH Asia 2023)☆25Updated last month
- We use MixedWM38, the mixed-type wafer defect pattern dataset for wafer defect pattern regcognition with visual transformers.☆19Updated last year
- A numerical swiss army knife for computing the optical response of a multilayered structure.☆39Updated last month
- Learning-based lithography simulator and mask optimizer☆31Updated 3 years ago
- GDoeSII: Software for design of diffractive optical elements and conversion to GDSII lithography files. To cite this software publication…☆11Updated 5 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…☆9Updated 6 months ago
- WaferMap Visualization☆46Updated 2 years ago
- GDoeSII: Software for design of diffractive optical elements and conversion to GDSII lithography files☆13Updated 4 years ago
- Lithography Hotspot detection using Deep Learning. Source code for the paper.☆18Updated 5 years ago
- Artificial nanofabrication of integrated photonic circuits using deep learning☆43Updated 2 weeks ago
- Neural Inverse Design of Nanostructures☆38Updated last year
- Detected Hotspots in the Lithography process using Vision Transformers, Convolution Neural Networks and Artificial Neural Networks, and c…☆33Updated last year
- Prediction of fabrication variations in integrated photonic devices using deep learning☆27Updated last year
- Generate ASCII Job files for an ASML PAS 5500 Stepper Lithography system, by the UCSB Nanofabrication Facility.☆16Updated 7 months ago
- Matlab-based proximity effect correction software for electron beam lithography☆22Updated 4 months ago
- Silicon Photonics Design Tools.☆49Updated 2 weeks ago
- Artifical Neural Networks for use with Quantum Photonics☆36Updated 7 months ago
- This is a very basic lithography simulation and pixel-based OPC tool.☆37Updated 3 years ago
- GDSHelpers is an open-source package for automatized pattern generation for nano-structuring.☆111Updated 2 years ago