This repository provides the code needed to build/apply/evaluate neural network surrogates that simulate the fluid dynamics of carbon capture systems relevant to carbon capture efficiency. It is the official codebase for the paper:
- Latent Space Simulation for Carbon Capture Design Optimization. Brian Bartoldson, Rui Wang, Yucheng Fu, David Widemann, Sam Nguyen, Jie Bao, Zhijie Xu, and Brenda Ng. IAAI 2022.
Some example data for testing is included in the below attached file: example_data_for_tests.tar.gz, with usage described in the README.md file.