Protein language models and structure prediction: Connection and progression

B Hu, J Xia, J Zheng, C Tan, Y Huang, Y Xu… - arXiv preprint arXiv …, 2022 - arxiv.org
The prediction of protein structures from sequences is an important task for function
prediction, drug design, and related biological processes understanding. Recent advances …

Advances of Deep Learning in Protein Science: A Comprehensive Survey

B Hu, C Tan, L Wu, J Zheng, J Xia, Z Gao, Z Liu… - arXiv preprint arXiv …, 2024 - arxiv.org
Protein representation learning plays a crucial role in understanding the structure and
function of proteins, which are essential biomolecules involved in various biological …

Graph Representation Learning for Interactive Biomolecule Systems

X Xiong, B Zhou, YG Wang - arXiv preprint arXiv:2304.02656, 2023 - arxiv.org
Advances in deep learning models have revolutionized the study of biomolecule systems
and their mechanisms. Graph representation learning, in particular, is important for …

CASP Dataset and Protein Structures Prediction

M AlOmari, A AlOmari, I Alsmadi - Available at SSRN 4315842, 2022 - papers.ssrn.com
Protein structure prediction is important in several applications such as structural
bioinformatics. In this scope, the critical assessment of the protein structure prediction …

Highly Accurate Protein Structure Classification and Prediction

A Saha, I Sarkar - 2023 2nd International Conference on …, 2023 - ieeexplore.ieee.org
Proteins are the main building blocks for any form of life known to us as of now, and it is the
actuators of biophysical and chemical events occurring in living organisms. Biological …

Hydrogen Bond Energy-Based Comparative Analysis of Protein-Ligand Interactions and Similarity Assessment of Protein-Dna Complex Models

FK Malik - 2022 - search.proquest.com
Hydrogen bonds play a vital role in protein-DNA interactions. In particular, side chain-base
hydrogen bonds are crucial to the binding specificity between protein and DNA. Mutations …