Solving differential equations using physics informed deep learning: a hand-on tutorial with benchmark tests.
Hubert BatyLéo BatyPublished in: CoRR (2023)
Keyphrases
- differential equations
- deep learning
- benchmark tests
- feed forward artificial neural networks
- runge kutta
- dynamical systems
- unsupervised learning
- performs competitively
- boundary value problem
- unsupervised feature learning
- numerical solution
- ordinary differential equations
- numerical methods
- machine learning
- mental models
- weakly supervised
- partial differential equations
- higher order