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Physics-informed neural networks: A deep learning framework for solving forward and inverse problems involving nonlinear partial differential equations.
Maziar Raissi
Paris Perdikaris
George E. Karniadakis
Published in:
J. Comput. Phys. (2019)
Keyphrases
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problems involving
deep learning
neural network
solving complex
nonlinear partial differential equations
pairwise
unsupervised feature learning
computer vision
object recognition
feature vectors
probabilistic model
semi supervised