{"_id":"9vTQcFXqypLs3226Z","bibbaseid":"hu-jagtap-karniadakis-kawaguchi-whendoextendedphysicsinformedneuralnetworksxpinnsimprovegeneralization-2021","author_short":["Hu, Z.","Jagtap, A. D.","Karniadakis, G. E.","Kawaguchi, K."],"bibdata":{"bibtype":"article","type":"article","added-at":"2025-03-03T00:00:00.000+0100","author":[{"propositions":[],"lastnames":["Hu"],"firstnames":["Zheyuan"],"suffixes":[]},{"propositions":[],"lastnames":["Jagtap"],"firstnames":["Ameya","D."],"suffixes":[]},{"propositions":[],"lastnames":["Karniadakis"],"firstnames":["George","Em"],"suffixes":[]},{"propositions":[],"lastnames":["Kawaguchi"],"firstnames":["Kenji"],"suffixes":[]}],"biburl":"https://www.bibsonomy.org/bibtex/2ea8c9b8adb554da6c9618ec3a7887800/dblp","ee":"https://arxiv.org/abs/2109.09444","interhash":"d76f9f159e73dc37116b3cc03f22aee3","intrahash":"ea8c9b8adb554da6c9618ec3a7887800","journal":"CoRR","keywords":"dblp","timestamp":"2025-04-01T16:38:10.000+0200","title":"When Do Extended Physics-Informed Neural Networks (XPINNs) Improve Generalization?","url":"http://dblp.uni-trier.de/db/journals/corr/corr2109.html#abs-2109-09444","volume":"abs/2109.09444","year":"2021","bibtex":"@article{journals/corr/abs-2109-09444,\n added-at = {2025-03-03T00:00:00.000+0100},\n author = {Hu, Zheyuan and Jagtap, Ameya D. and Karniadakis, George Em and Kawaguchi, Kenji},\n biburl = {https://www.bibsonomy.org/bibtex/2ea8c9b8adb554da6c9618ec3a7887800/dblp},\n ee = {https://arxiv.org/abs/2109.09444},\n interhash = {d76f9f159e73dc37116b3cc03f22aee3},\n intrahash = {ea8c9b8adb554da6c9618ec3a7887800},\n journal = {CoRR},\n keywords = {dblp},\n timestamp = {2025-04-01T16:38:10.000+0200},\n title = {When Do Extended Physics-Informed Neural Networks (XPINNs) Improve Generalization?},\n url = {http://dblp.uni-trier.de/db/journals/corr/corr2109.html#abs-2109-09444},\n volume = {abs/2109.09444},\n year = 2021\n}\n\n","author_short":["Hu, Z.","Jagtap, A. D.","Karniadakis, G. E.","Kawaguchi, K."],"key":"journals/corr/abs-2109-09444","id":"journals/corr/abs-2109-09444","bibbaseid":"hu-jagtap-karniadakis-kawaguchi-whendoextendedphysicsinformedneuralnetworksxpinnsimprovegeneralization-2021","role":"author","urls":{"Link":"https://arxiv.org/abs/2109.09444","Paper":"http://dblp.uni-trier.de/db/journals/corr/corr2109.html#abs-2109-09444"},"keyword":["dblp"],"metadata":{"authorlinks":{}},"downloads":0,"html":""},"bibtype":"article","biburl":"http://www.bibsonomy.org/bib/author/Kawaguchi?items=1000","dataSources":["LMwAa6kDzduetX9sY"],"keywords":["dblp"],"search_terms":["extended","physics","informed","neural","networks","xpinns","improve","generalization","hu","jagtap","karniadakis","kawaguchi"],"title":"When Do Extended Physics-Informed Neural Networks (XPINNs) Improve Generalization?","year":2021}