PhICNet: Physics-Incorporated Convolutional Recurrent Neural Networks for Modeling Dynamical Systems.
Priyabrata SahaSaurabh DashSaibal MukhopadhyayPublished in: CoRR (2020)
Keyphrases
- dynamical systems
- recurrent neural networks
- nonlinear dynamical systems
- echo state networks
- dynamic systems
- differential equations
- recurrent networks
- neural network
- dynamical models
- control theory
- feed forward
- artificial neural networks
- phase space
- state space
- linear systems
- neural model
- predictive state representations
- dynamical behavior
- agent environment
- reservoir computing
- linear dynamical systems
- qualitative simulation
- cascade correlation
- learning algorithm
- partially observable markov decision processes
- artificial intelligence