A Survey on Solving and Discovering Differential Equations Using Deep Neural Networks.
Hyeonjung (Tari) JungJayant GuptaBharat JayaprakashMatthew EagonHarish Panneer SelvamCarl MolnarWilliam F. NorthropShashi ShekharPublished in: CoRR (2023)
Keyphrases
- differential equations
- neural network
- runge kutta
- feed forward artificial neural networks
- dynamical systems
- ordinary differential equations
- numerical solution
- numerical methods
- boundary value problem
- pattern recognition
- brownian motion
- genetic algorithm
- difference equations
- back propagation
- higher order
- biological systems
- finite element
- nonlinear equations
- artificial neural networks
- feature space