Physics-Informed Transfer Learning Strategy to Accelerate Unsteady Fluid Flow Simulations.
Joongoo JeonJuhyeong LeeHamidreza EivaziRicardo VinuesaSung Joong KimPublished in: CoRR (2022)
Keyphrases
- learning strategies
- fluid flow
- molecular dynamics
- computational fluid dynamics
- velocity field
- dynamical systems
- numerical simulations
- patient specific
- vector field
- flow field
- online learning
- porous media
- active learning
- computer science
- heat transfer
- water flow
- blended learning
- blood flow
- statistically significant
- markov random field
- scientific data
- three dimensional
- artificial intelligence
- data mining
- data sets