Rigorous parameter reconstruction for differential equations with noisy data.
Tomas JohnsonWarwick TuckerPublished in: Autom. (2008)
Keyphrases
- noisy data
- differential equations
- dynamical systems
- noise tolerant
- ordinary differential equations
- missing data
- brownian motion
- training data
- numerical solution
- noise free
- learning from noisy data
- boundary value problem
- numerical methods
- high dimensional
- partial differential equations
- difference equations
- nonlinear differential equations
- decision trees
- level set
- dynamic programming
- pattern recognition
- machine learning