Principles and overview of sampling methods for modeling macromolecular structure and dynamics
T Maximova, R Moffatt, B Ma, R Nussinov… - PLoS computational …, 2016 - journals.plos.org
Investigation of macromolecular structure and dynamics is fundamental to understanding
how macromolecules carry out their functions in the cell. Significant advances have been …
how macromolecules carry out their functions in the cell. Significant advances have been …
A review of evolutionary algorithms for computing functional conformations of protein molecules
A Shehu - Computer-aided drug discovery, 2016 - Springer
The ubiquitous presence of proteins in chemical pathways in the cell and their key role in
many human disorders motivates a growing body of protein modeling studies to unravel the …
many human disorders motivates a growing body of protein modeling studies to unravel the …
Secondary structure and contact guided differential evolution for protein structure prediction
GJ Zhang, LF Ma, XQ Wang… - IEEE/ACM transactions on …, 2018 - ieeexplore.ieee.org
Ab initio protein tertiary structure prediction is one of the long-standing problems in structural
bioinformatics. With the help of residue-residue contact and secondary structure prediction …
bioinformatics. With the help of residue-residue contact and secondary structure prediction …
[HTML][HTML] Niching methods integrated with a differential evolution memetic algorithm for protein structure prediction
D Varela, J Santos - Swarm and Evolutionary Computation, 2022 - Elsevier
A memetic version between an evolutionary algorithm (differential evolution) and the local
search provided by protein fragment replacements was defined for protein structure …
search provided by protein fragment replacements was defined for protein structure …
Multi-objective stochastic search for sampling local minima in the protein energy surface
B Olson, A Shehu - Proceedings of the International Conference on …, 2013 - dl.acm.org
We present an evolutionary stochastic search algorithm to obtain a discrete representation
of the protein energy surface in terms of an ensemble of conformations representing local …
of the protein energy surface in terms of an ensemble of conformations representing local …
Generating, maintaining, and exploiting diversity in a memetic algorithm for protein structure prediction
Computational approaches to de novo protein tertiary structure prediction, including those
based on the preeminent “fragment-assembly” technique, have failed to scale up fully to …
based on the preeminent “fragment-assembly” technique, have failed to scale up fully to …
Balancing multiple objectives in conformation sampling to control decoy diversity in template-free protein structure prediction
Background Computational approaches for the determination of biologically-active/native
three-dimensional structures of proteins with novel sequences have to handle several …
three-dimensional structures of proteins with novel sequences have to handle several …
Enhancing protein conformational space sampling using distance profile-guided differential evolution
GJ Zhang, XG Zhou, XF Yu, XH Hao… - IEEE/ACM transactions …, 2016 - ieeexplore.ieee.org
De novo protein structure prediction aims to search for low-energy conformations as it
follows the thermodynamics hypothesis that places native conformations at the global …
follows the thermodynamics hypothesis that places native conformations at the global …
[PDF][PDF] Multi-objective optimization techniques for conformational sampling in template-free protein structure prediction
B Olson, A Shehu - Intl Conf on Bioinf and Comp Biol (BICoB). Las …, 2014 - cs.gmu.edu
Template-free protein structure prediction continues to be a challenging problem in
computational biology. State-of-the-art protocols are Monte Carlobased and pay special …
computational biology. State-of-the-art protocols are Monte Carlobased and pay special …
Protein Structure Prediction Using A New Optimization-Based Evolutionary and Explainable Artificial Intelligence Approach
J Hong, ZH Zhan, L He, Z Xu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Protein structure prediction (PSP) is an important scientific problem because it helps
humans to understand how proteins perform their biological functions. This paper models …
humans to understand how proteins perform their biological functions. This paper models …