Physics-consistent machine learning: output projection onto physical manifolds

Matilde Valente, Tiago C. Dias, Vasco Guerra +1

Data-driven machine learning models often require extensive datasets, which can be costly or inaccessible, and their predictions may fail to comply with established physical laws.…