Machine Learning Based Optimization Workflow for Tuning Numerical Settings of Differential Equation Solvers for Boundary Value Problems.
Viny Saajan VictorManuel EttmüllerAndre SchmeißerHeike LeitteSimone GramschPublished in: CoRR (2024)
Keyphrases
- differential equations
- boundary value problem
- machine learning
- numerical methods
- feed forward artificial neural networks
- numerical solution
- runge kutta
- dynamical systems
- fixed point theorem
- ordinary differential equations
- partial differential equations
- continuous functions
- boundary conditions
- variational inequalities
- sensitivity analysis
- difference equations
- finite element
- reinforcement learning
- finite element method
- image segmentation
- learning algorithm