Machine learning builds full-QM precision protein force fields in seconds.

Yanqiang Han Zhilong Wang Zhiyun Wei Jinyun Liu Jinjin Li

Published 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