On the Relationships between Graph Neural Networks for the Simulation of Physical Systems and Classical Numerical Methods.
Artur P. ToshevLudger PaehlerAndrea PanizzaNikolaus A. AdamsPublished in: CoRR (2023)
Keyphrases
- physical systems
- numerical methods
- neural network
- finite element method
- complex systems
- partial differential equations
- model based diagnosis
- qualitative and quantitative
- pattern recognition
- differential equations
- fuzzy logic
- directed graph
- directed acyclic graph
- image denoising
- level set method
- random walk
- qualitative models
- causal models
- higher order
- reasoning about physical systems