{"_id":"ssK45DSX9XeEdAnfw","bibbaseid":"raissi-perdikaris-karniadakis-physicsinformedneuralnetworksadeeplearningframeworkforsolvingforwardandinverseproblemsinvolvingnonlinearpartialdifferentialequations-2019","author_short":["Raissi, M.","Perdikaris, P.","Karniadakis, G. E."],"bibdata":{"bibtype":"article","type":"article","author":[{"firstnames":["M."],"propositions":[],"lastnames":["Raissi"],"suffixes":[]},{"firstnames":["P."],"propositions":[],"lastnames":["Perdikaris"],"suffixes":[]},{"firstnames":["G.","E."],"propositions":[],"lastnames":["Karniadakis"],"suffixes":[]}],"date-added":"2020-09-25 11:51:54 -0700","date-modified":"2020-09-25 11:52:49 -0700","journal":"Journal of Computational Physics","title":"Physics-informed neural networks: A deep learning framework for solving forward and inverse problems involving nonlinear partial differential equations","volume":"378","year":"2019","bibtex":"@article{raissi:jcp:2019,\n\tAuthor = {M. Raissi and P. Perdikaris and G. E. Karniadakis},\n\tDate-Added = {2020-09-25 11:51:54 -0700},\n\tDate-Modified = {2020-09-25 11:52:49 -0700},\n\tJournal = {Journal of Computational Physics},\n\tTitle = {Physics-informed neural networks: A deep learning framework for solving forward and inverse problems involving nonlinear partial differential equations},\n\tVolume = {378},\n\tYear = {2019}}\n\n","author_short":["Raissi, M.","Perdikaris, P.","Karniadakis, G. E."],"key":"raissi:jcp:2019","id":"raissi:jcp:2019","bibbaseid":"raissi-perdikaris-karniadakis-physicsinformedneuralnetworksadeeplearningframeworkforsolvingforwardandinverseproblemsinvolvingnonlinearpartialdifferentialequations-2019","role":"author","urls":{},"metadata":{"authorlinks":{}}},"bibtype":"article","biburl":"http://hypersonic-lab.github.io/chanl.bib","dataSources":["nLJKf4csMDJ3MJCg9","ovn29uG6Mbp3JWCRR","qwkM8ZucCwtxbnXfc","qAPjQpsx8e9aJNrSa","b7opvToJ7XWt8fFiB","ZHHpjMFTPYP8NqJif"],"keywords":[],"search_terms":["physics","informed","neural","networks","deep","learning","framework","solving","forward","inverse","problems","involving","nonlinear","partial","differential","equations","raissi","perdikaris","karniadakis"],"title":"Physics-informed neural networks: A deep learning framework for solving forward and inverse problems involving nonlinear partial differential equations","year":2019}