TY - JOUR TI - Physics-informed neural networks: A deep learning framework for solving forward and inverse problems involving nonlinear partial differential equations AU - Maziar Raissi AU - Paris Perdikaris AU - George Em Karniadakis PY - 2018 JO - Journal of Computational Physics DO - 10.1016/j.jcp.2018.10.045 UR - https://doi.org/10.1016/j.jcp.2018.10.045 ER -