Opening the Blackbox: Accelerating Neural Differential Equations by Regularizing Internal Solver Heuristics.
Avik PalYingbo MaViral B. ShahChristopher Vincent RackauckasPublished in: ICML (2021)
Keyphrases
- differential equations
- dynamical systems
- neural network
- means ends analysis
- boundary value problem
- network architecture
- numerical methods
- tree search
- transmission line
- numerical solution
- ordinary differential equations
- difference equations
- search algorithm
- brownian motion
- partial differential equations
- pairwise
- runge kutta
- nonlinear differential equations
- optimal control problems
- branch and bound
- heuristic search
- computer vision