Theory-guided hard constraint projection (HCP): a knowledge-based data-driven scientific machine learning method

Yuntian Chen, Dou Huang, Dongxiao Zhang +4

Machine learning models have been successfully used in many scientific and engineering fields. However, it remains difficult for a model to simultaneously utilize domain knowledge…