Physics Guided Recurrent Neural Networks For Modeling Dynamical Systems: Application to Monitoring Water Temperature And Quality In Lakes.
Xiaowei JiaAnuj KarpatneJared WillardMichael S. SteinbachJordan S. ReadPaul C. HansonHilary A. DuganVipin KumarPublished in: CoRR (2018)
Keyphrases
- dynamical systems
- recurrent neural networks
- nonlinear dynamical systems
- echo state networks
- feed forward
- dynamic systems
- neural network
- state space
- linear systems
- control theory
- qualitative simulation
- recurrent networks
- nonlinear dynamic systems
- predictive state representations
- agent environment
- dynamical models
- neural model
- search algorithm