reference. Physics-informed neural networks: A deep learning framework for solving forward and inverse problems involving nonlinear partial differential equations [raissi2019physics]

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@article{raissi2019physics,
 title = {Physics-informed neural networks: A deep learning framework for solving forward and inverse problems involving nonlinear partial differential equations},
 author = {Raissi, Maziar and Perdikaris, Paris and Karniadakis, George E},
 year = {2019},
 journal = {Journal of Computational physics},
 volume = {378},
 pages = {686--707},
 publisher = {Elsevier}
}