Learning characteristic parameters and dynamics of centrifugal pumps under multi-phase flow using physics-informed neural networks.
Felipe de Castro Teixeira CarvalhoKamaljyoti NathAlberto Luiz SerpaGeorge Em KarniadakisPublished in: CoRR (2023)
Keyphrases
- neural network
- learning phase
- learning algorithm
- learning process
- neural nets
- online learning
- cascade correlation
- recurrent networks
- fuzzy systems
- incremental learning
- learning systems
- knowledge acquisition
- maximum likelihood
- supervised learning
- prior knowledge
- reinforcement learning
- sufficient conditions
- back propagation
- learning tasks
- parameter space
- state space
- learning scheme
- inductive inference
- learning capabilities
- feedforward neural networks
- error back propagation
- artificial intelligence