A unified scalable framework for causal sweeping strategies for Physics-Informed Neural Networks (PINNs) and their temporal decompositions.
Michael PenwardenAmeya D. JagtapShandian ZheGeorge Em KarniadakisRobert M. KirbyPublished in: CoRR (2023)
Keyphrases
- neural network
- spatio temporal
- theoretical framework
- genetic algorithm
- lightweight
- temporal constraints
- artificial neural networks
- pattern recognition
- main contribution
- probabilistic model
- temporal information
- temporal data
- database
- temporal databases
- conceptual framework
- multi layer
- spatial and temporal
- back propagation
- computer science
- bayesian networks
- case study
- decision making
- information systems
- databases