NeuroDiffEq: A Python package for solving differential equations with neural networks.
Feiyu ChenDavid SondakPavlos ProtopapasMarios MattheakisShuheng LiuDevansh AgarwalMarco Di GiovanniPublished in: J. Open Source Softw. (2020)
Keyphrases
- differential equations
- neural network
- feed forward artificial neural networks
- runge kutta
- dynamical systems
- ordinary differential equations
- numerical solution
- open source
- artificial neural networks
- boundary value problem
- genetic algorithm
- pattern recognition
- numerical methods
- back propagation
- transmission line
- dynamic systems
- nonlinear equations
- partial differential equations
- fixpoint
- nonlinear differential equations