Stochastic physics-informed neural ordinary differential equations.
Jared O'LearyJoel A. PaulsonAli MesbahPublished in: J. Comput. Phys. (2022)
Keyphrases
- ordinary differential equations
- mathematical modeling
- stochastic simulation
- differential equations
- dynamic systems
- phase space
- mathematical models
- numerical solution
- partial differential equations
- numerical integration
- neural network
- artificial intelligence
- biological systems
- taylor series
- genetic regulatory networks
- gene regulatory networks
- dynamical systems
- complex systems