Generating Protein Folding Trajectories Using Contact-Map-Driven Directed Walks
Sign Up to like & getrecommendations! Published in 2023 at "Journal of Chemical Information and Modeling"
DOI: 10.1021/acs.jcim.3c00023
Abstract: Recent advances in machine learning methods have had a significant impact on protein structure prediction, but accurate generation and characterization of protein-folding pathways remains intractable. Here, we demonstrate how protein folding trajectories can be generated… read more here.
Keywords: protein folding; folding trajectories; contact map; directed walks ... See more keywords
Refined Contact Map Prediction of Peptides Based on GCN and ResNet
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Genetics"
DOI: 10.3389/fgene.2022.859626
Abstract: Predicting peptide inter-residue contact maps plays an important role in computational biology, which determines the topology of the peptide structure. However, due to the limited number of known homologous structures, there is still much room… read more here.
Keywords: contact; inter residue; map prediction; contact map ... See more keywords