Thinklab-SJTU / awesome-ai4eda
Awesome Artificial Intelligence for Electronic Design Automation Papers.
☆168Updated last year
Alternatives and similar repositories for awesome-ai4eda
Users that are interested in awesome-ai4eda are comparing it to the libraries listed below
Sorting:
- Implementations of DeepPlace, PRNet, HubRouter, PreRoutGNN and FlexPlanner.☆235Updated 5 months ago
- ☆64Updated last year
- ☆192Updated 10 months ago
- This repo awesome-AI4EDA contains the source for the webpage: https://ai4eda.github.io, which is a curated paper list of awesome AI for E…☆147Updated 10 months ago
- This is the code for our paper "Reinforcement Learning within Tree Search for Fast Macro Placement".☆24Updated 6 months ago
- ChiPBench:Benchmarking End-to-End Performance of AI-based Chip Placement Algorithms☆38Updated 3 weeks ago
- The release for ICML 2023 paper☆47Updated 10 months ago
- OpenABC-D is a large-scale labeled dataset generated by synthesizing open source hardware IPs. This dataset can be used for various graph…☆125Updated 7 months ago
- Official open source repository for "A Timing Engine Inspired Graph Neural Network Model for Pre-Routing Slack Prediction" (DAC 2022)☆74Updated 8 months ago
- Official implementation of DATE'25 paper "Timing-Driven Global Placement by Efficient Critical Path Extraction".☆40Updated this week
- Xplace 3.0: An Extremely Fast, Extensible and Deterministic Placement Framework with Detailed-Routability and Timing Optimization☆120Updated last week
- ☆13Updated 10 months ago
- ☆43Updated 2 years ago
- MLCAD 2020: Reinforcement for logic optimization sequence exploration☆28Updated 4 years ago
- REST, a reinforcement learning framework for constructing rectilinear Steiner Minimum tree (RSMT)☆55Updated 3 years ago
- Simple Python interface for ABC☆23Updated last year
- the awesome work, project and lab of EDA (Electronic Design Automation). continue update...☆23Updated 8 months ago
- This is a deep-learning based model for Electronic Design Automation(EDA), predicting the congestion location.☆22Updated 8 months ago
- Must-read papers on Graph Neural Networks (GNNs) for Integrated Circuits (ICs) design, security and reliability.☆53Updated 2 months ago
- ☆266Updated 4 years ago
- LLM-Enhanced Bayesian Optimization for Efficient Analog Constraint Generation☆19Updated 6 months ago
- Official implementation of NeurIPS'23 paper "Macro Placement by Wire-Mask-Guided Black-Box Optimization"☆22Updated last month
- 🕹 OpenPARF: An Open-Source Placement and Routing Framework for Large-Scale Heterogeneous FPGAs with Deep Learning Toolkit☆141Updated 3 weeks ago
- CircuitNet: An Open-Source Dataset for Machine Learning Applications in Electronic Design Automation (EDA)☆361Updated 2 months ago
- ☆22Updated 6 months ago
- ☆14Updated 11 months ago
- This is a deep-learning based model for Electronic Design Automation(EDA), predicting the IR drop location on the chip.☆27Updated last year
- Official implementation of paper "Open3DBench: Open-Source Benchmark for 3D-IC Backend Implementation and PPA Evaluation".☆21Updated this week
- ☆55Updated 4 years ago
- Reimplementation of the VLSI placement algorithm: ePlace and ePlace-MS☆37Updated 6 months ago