Siyu Lou

Joint discovery of governing partial differential equations from multi-source datasets by competitive optimization

Hao Xu, Siyu Lou, Yuntian Chen, Dongxiao Zhang

Discovering governing equations directly from observational data is a key step towards interpretable scientific machine learning. Current data-driven approaches typically operate on a single dataset, inherently limiting their performance when faced with restricted observations. I…Read more