Active Learning of Uniformly Accurate Inter-atomic Potentials for Materials Simulation.
Linfeng ZhangDe-Ye LinHan WangRoberto CarWeinan EPublished in: CoRR (2018)
Keyphrases
- active learning
- high fidelity
- simulation model
- mathematical model
- semi supervised
- high accuracy
- high order
- simulation models
- computationally efficient
- training examples
- learning strategies
- simulation study
- selective sampling
- machine learning
- highly accurate
- multispectral
- supervised learning
- learning process
- training set
- website
- feature selection