Ensemble learning for Physics Informed Neural Networks: a Gradient Boosting approach.
Zhiwei FangSifan WangParis PerdikarisPublished in: CoRR (2023)
Keyphrases
- ensemble learning
- gradient boosting
- base learners
- neural network
- ensemble methods
- generalization ability
- loss function
- training process
- random forest
- base classifiers
- pattern recognition
- artificial neural networks
- back propagation
- fuzzy logic
- concept drift
- decision trees
- benchmark datasets
- bp neural network
- neural network model
- fault diagnosis
- random forests
- learning scheme
- feature extraction
- prediction accuracy
- unlabeled data
- semi supervised
- feature space