Learning solution of nonlinear constitutive material models using physics-informed neural networks: COMM-PINN.
Shahed RezaeiAhmad MoeineddinAli HarandiPublished in: CoRR (2023)
Keyphrases
- neural network
- neural nets
- pattern recognition
- prior knowledge
- learning algorithm
- learning models
- online learning
- neural network model
- probabilistic model
- learning problems
- learning tasks
- unsupervised learning
- learning rules
- learning process
- linear systems
- radial basis function network
- accurate models
- neural learning
- complementarity problems
- error back propagation
- mathematical models
- learning systems
- model selection
- knowledge acquisition
- artificial neural networks
- reinforcement learning
- training data