Probabilistic machine learning based predictive and interpretable digital twin for dynamical systems.
Tapas TripuraAarya Sheetal DesaiSondipon AdhikariSouvik ChakrabortyPublished in: CoRR (2022)
Keyphrases
- dynamical systems
- machine learning
- predictive state representations
- differential equations
- dynamic systems
- nonlinear dynamical systems
- qualitative simulation
- probabilistic model
- state space
- control theory
- linear systems
- bayesian networks
- machine learning algorithms
- supervised learning
- phase space
- data mining
- generative model
- partially observable
- model selection
- text mining
- dynamical behavior
- dynamic programming
- partially observable markov decision processes
- learning problems
- learning tasks
- linear dynamical systems
- dynamical models
- past observations