Unconstrained Parametrization of Dissipative and Contracting Neural Ordinary Differential Equations.
Daniele MartinelliClara Lucía GalimbertiIan R. ManchesterLuca FurieriGiancarlo Ferrari-TrecatePublished in: CoRR (2023)
Keyphrases
- ordinary differential equations
- mathematical modeling
- differential equations
- dynamic systems
- phase space
- mathematical models
- numerical solution
- numerical integration
- partial differential equations
- neural network
- genetic regulatory networks
- gene regulatory networks
- biologically inspired
- biological systems
- mathematical model
- graphical models
- computational model
- probabilistic model
- multiresolution
- reinforcement learning