Physics-Coupled Spatio-Temporal Active Learning for Dynamical Systems.
Yu HuangYufei TangXingquan ZhuHanqi ZhuangLaurent M. ChérubinPublished in: IEEE Access (2022)
Keyphrases
- dynamical systems
- active learning
- spatio temporal
- differential equations
- dynamic systems
- control theory
- spatial and temporal
- space time
- nonlinear dynamical systems
- qualitative simulation
- phase space
- semi supervised
- machine learning
- state space
- random sampling
- predictive state representations
- moving objects
- dynamical behavior
- image sequences
- linear dynamical systems
- discrete dynamical systems
- linear systems
- partially observable markov decision processes
- nonlinear dynamics
- supervised learning
- training set
- partially observable
- sufficient conditions
- markov chain
- learning algorithm
- dynamic programming