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Lagrangian PINNs: A causality-conforming solution to failure modes of physics-informed neural networks.
Rambod Mojgani
Maciej Balajewicz
Pedram Hassanzadeh
Published in:
CoRR (2022)
Keyphrases
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neural network
failure modes
optimal solution
artificial neural networks
pattern recognition
numerical methods
expert systems
back propagation
exact solution
artificial intelligence
computer science
fuzzy logic
causal models
lagrange multipliers
dual formulation