Sarat0794 / Machine-Learning-in-TCAD-for-Semoconductor-Fabrication-Failure-TroubleshootingView on GitHub
Collaboration of two technologies (Machine Learning and TCAD) to improve the productivity in Semiconductor manufacturing industry
☆11May 3, 2019Updated 7 years ago
Alternatives and similar repositories for Machine-Learning-in-TCAD-for-Semoconductor-Fabrication-Failure-Troubleshooting
Users that are interested in Machine-Learning-in-TCAD-for-Semoconductor-Fabrication-Failure-Troubleshooting are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- An LSTM auto-encoder for Multivariate Cyclic Time Series (MCTS) anomaly detection. The code can be adapted to any MCTS but was applied on…☆14May 9, 2023Updated 3 years ago
- Increased yield of semiconductor wafer maps through classification of defective types of semiconductor wafer maps☆11Jul 14, 2021Updated 5 years ago
- SPC Basics☆13Jan 2, 2019Updated 7 years ago
- Design of Experiments analysis☆21Aug 19, 2021Updated 5 years ago
- Practical example from the SPIE short course "Data Analytics and Machine Learning in Semiconductor Manufacturing: Applications for Physic…☆24Feb 25, 2018Updated 8 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Analyzed real-world foundry data and built a classifier to detect semiconductor wafer defects during the manufacturing process.☆21Mar 4, 2018Updated 8 years ago
- Python tool for modeling silicon etch profile from the dry plasma etching tool in the SNF☆28Mar 17, 2021Updated 5 years ago
- SMT-based-STDCELL-Layout-Generator☆20Sep 30, 2021Updated 5 years ago
- With the advent of Industry 4.0, manufacturing industries are competing to adopt intelligent machining systems into their processes to ge…☆13May 22, 2020Updated 6 years ago
- SMT-based Simultaneous Place-&-Route for Standard Cell Synthesis for PROBE 2.0☆20Jul 22, 2020Updated 6 years ago
- An Interactive Binary Patching Plugin for IDA Pro☆12Aug 12, 2024Updated 2 years ago
- ☆12Oct 30, 2025Updated last year
- BAG3 analog generators.☆11Jul 26, 2024Updated 2 years ago
- LAYout with Gridded Objects☆36Jun 18, 2020Updated 6 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- ☆11Apr 8, 2025Updated last year
- A Rust-based LEF and DEF file viewer☆15Mar 13, 2026Updated 7 months ago
- This repository contains my work from the VLSI System Design (VSD) Workshop on 7nm FinFET Circuit Design and Characterization using the A…☆16Sep 9, 2025Updated last year
- This reaxFF LAMMPS script can be used to simulate the oxidation of nanomaterials, followed by cooling and thermal equilibration. Finally,…☆14Jul 29, 2022Updated 4 years ago
- ☆16Jul 15, 2025Updated last year
- Hotelling implements one and two sample Hotelling T2 tests, T2 and f statistics and univariate and multivariate control charts and anomal…☆17Dec 26, 2022Updated 3 years ago
- MentorGraphics KeyGen & Patch Tool☆20Feb 18, 2022Updated 4 years ago
- A simple Graph Net in PyTorch☆24May 23, 2020Updated 6 years ago
- [pyconau 2017 talk] Messy Sensor Data: A Programmer's Cleaning Guide☆19Aug 13, 2020Updated 6 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Berkeley Analog Generator☆16Apr 3, 2019Updated 7 years ago
- [CAC2023] Bilateral Network with Residual U-blocks and Dual-Guided Attention for Real-time Semantic Segmentation☆11Nov 28, 2024Updated last year
- Python library for Design and Analysis of Experiments☆15Dec 8, 2020Updated 5 years ago
- A Robot that classifies digits and shapes☆10Jul 10, 2019Updated 7 years ago
- Teaching and learning deep learning in the context of digital image processing☆11Sep 29, 2023Updated 3 years ago
- You're given logs of various machines. You need to provide warning so as to when failure may occur.☆20Aug 31, 2019Updated 7 years ago
- 根据GBDT衍生变量,并对衍生后的变量进行应用☆21Mar 15, 2020Updated 6 years ago
- Collection of macros to help with chip design in KLayout☆11Apr 13, 2017Updated 9 years ago
- Simulation scripts used to create 3D MOSFET example used in: J. E. Sanchez and Q. Chen, "Element Edge Based Discretization for TCAD Devic…☆19Nov 17, 2023Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Linear Regression, Logistic Regression, and MLP Neural Networks in a tiny educational package.☆14Apr 24, 2017Updated 9 years ago
- Codes and Discussions on Raspberry Pi sensors book.☆10Mar 22, 2015Updated 11 years ago
- This file contains notes on important concept of Machine Learning☆12Apr 6, 2021Updated 5 years ago
- Colab notebooks that have some practical significance in an R&D workflow or exploring content/ideas☆11Mar 13, 2025Updated last year
- 一些数学建模常用的matlab算法☆11Mar 13, 2020Updated 6 years ago
- Necati Ergin'in C++ ve İleri C++ kurslarındaki ders notlarından, kendisinin izniyle derlenmiş, iki ciltlik Türkçe başvuru kitabı. Cilt-I …☆17Updated this week
- A Large-Scale Semantic Weed Mapping Framework Using Aerial Multispectral Imaging and Deep Neural Network for Precision Farming☆11Dec 8, 2022Updated 3 years ago