Dynamic calibration of differential equations using machine learning, with application to turbulence models.
Ismael BoureimaVitaliy GyryaJuan A. SaenzSusan KurienMarianne M. FrancoisPublished in: J. Comput. Phys. (2022)
Keyphrases
- differential equations
- machine learning
- ordinary differential equations
- feed forward artificial neural networks
- numerical methods
- dynamical systems
- machine learning algorithms
- learning algorithm
- pattern recognition
- statistical methods
- mathematical model
- camera calibration
- complex systems
- difference equations
- computational models
- model selection
- multiresolution
- artificial neural networks
- pairwise
- decision trees
- computer vision
- genetic algorithm