Machine learning builds full-QM precision protein force fields in seconds.
Yanqiang HanZhilong WangZhiyun WeiJinyun LiuJinjin LiPublished in: Briefings Bioinform. (2021)
Keyphrases
- machine learning
- computer vision
- machine learning methods
- protein sequences
- amino acids
- decision trees
- protein structure
- high precision
- response time
- computational biology
- pattern recognition
- support vector machine
- computational intelligence
- protein structure prediction
- average precision
- learning tasks
- data mining
- data analysis
- reinforcement learning
- learning algorithm
- protein interaction data
- machine learning algorithms
- text mining
- natural language processing
- active learning
- computer science
- feature selection
- information retrieval
- contact map
- molecular dynamics
- interdisciplinary field