Multi-fidelity prediction of fluid flow and temperature field based on transfer learning using Fourier Neural Operator.
Yanfang LyuXiaoyu ZhaoZhiqiang GongXiao KangWen YaoPublished in: CoRR (2023)
Keyphrases
- transfer learning
- fluid flow
- temperature field
- computational fluid dynamics
- heat transfer
- numerical simulations
- patient specific
- active learning
- blood flow
- reinforcement learning
- flow rate
- labeled data
- scientific data
- semi supervised learning
- machine learning
- text classification
- vector field
- neural network
- machine learning algorithms
- finite element method
- learning algorithm
- text categorization
- finite element
- velocity field
- image segmentation