Benchmark of Machine Learning Force Fields for Semiconductor Simulations: Datasets, Metrics, and Comparative Analysis.
Geonu KimByunggook NaGunhee KimHyuntae ChoSeungjin KangHee Sun LeeSaerom ChoiHeejae KimSeungwon LeeYongdeok KimPublished in: NeurIPS (2023)
Keyphrases
- comparative analysis
- machine learning
- computer vision
- data mining
- machine learning methods
- semi quantitative
- numerical simulations
- model selection
- active learning
- machine learning approaches
- learning algorithm
- machine learning algorithms
- inductive learning
- artificial intelligence
- neural network
- computer science
- fusion scheme
- decision trees
- pattern recognition
- computational intelligence
- supervised learning
- learning tasks
- learning problems
- transfer learning
- benchmark datasets
- semi supervised learning
- simulation environment
- uci machine learning repository