MLCASim

About MLCASim

ML based Circuit Simulation for Analog Circuit Array.

POSTECH CSDL and LG Display (2022-2024)

Author

Jaeseung Lee; Sejin Park; Minhyeok Kweon; Seokhyeong Kang

Paper

[MLCAD2023] Machine Learning-based Fast Circuit Simulation for Analog Circuit Array

Usage

To use MLCASim, follow these steps:

1. Clone the repository:

   git clone https://github.com/csdl-projects/MLCASim.git

2. Install the required dependencies:

   # For python version 3.11.9
   pip install -r requirements.txt

3. Run the simulation and ML based training and inference: Follow env_setting.pdf

Features

• ML based circuit simulation
• Support for analog circuit arrays

Contact

For any questions or inquiries, please contact the project maintainer at jae2seung@postech.ac.kr.