Machine Learning with Physics Knowledge for Prediction: A Survey

@article{pub16334,
    author = {

Watson, Joe
 and 

Song, Chen
 and 

Weeger, Oliver
 and 

Gruner, Theo
 and 

Le, An Thai
 and 

Hansel, Kay
 and 

Hendawy, Ahmed
 and 

Arenz, Oleg
 and 

Trojak, Will
 and 

Cranmer, Miles D.
 and 

D'Eramo, Carlo
 and 

Bülow, Fabian
 and 

Goyal, Tanmay
 and 

Peters, Jan
 and 

Hoffmann, Martin W.
},
    title = {Machine Learning with Physics Knowledge for Prediction: A Survey},
    year = {2025},
    volume = {2025},
    pages = {1--61},
    journal = {Transactions on Machine Learning Research (TMLR)},
    publisher = {arXiv}
}