Stochastic groundwater flow analysis in heterogeneous aquifer with modified neural architecture search (NAS) based physics-informed neural networks using transfer learning.
Hongwei GuoXiaoying ZhuangDawei LiangTimon RabczukPublished in: CoRR (2020)
Keyphrases
- transfer learning
- neural architecture
- flow analysis
- neural network
- learning tasks
- activation function
- feed forward
- knowledge transfer
- multilayer perceptron
- pattern recognition
- labeled data
- machine learning
- multi layer perceptron
- artificial neural networks
- reinforcement learning
- cross domain
- semi supervised learning
- neural nets
- back propagation
- active learning
- learning algorithm
- neural network model
- collaborative filtering
- information flow
- artificial intelligence
- transfer knowledge
- text categorization
- radial basis function
- supervised learning
- recurrent neural networks
- support vector machine
- hidden layer
- knn
- learning process
- support vector