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deepattern

A repo contains the source code of DAC'19 paper: DeePattern: Layout Pattern Generation with Transforming Convolutional Auto-Encoder

dreamplace

Deep learning toolkit-enabled VLSI placement

gan-opc

This repo contains ~4000 designs that are used to train GAN-OPC [DAC2018. TCAD2019]

iccad16-n7m2euv

EUV Layer Hotspot Detection Benchmark Suit

layout-generator

lithography-hotspot-detection

Detected Hotspots in the Lithography process using Vision Transformers, Convolution Neural Networks and Artificial Neural Networks, and compared the results obtained using ANNs & CNNs

llm-wikipediaqa

Document Q&A on Wikipedia articles using LLMs

neural-ilt

Neural-ILT, An End-to-end Learning-based Mask Optimizer

neural-maxwell

A generative model for computing electromagnetic field solutions

openmpl

An open multiple patterning framework

r-hsd

(DAC2019 / TCAD2020) Faster Region-based Hotspot Detection.

sbir_tfidf_kmeans

Document clustering using KMeans on TF/IDF features on Small Business Innovation Research (SBIR) data

streamlit-agent

Reference implementations of several LangChain agents as Streamlit apps