Unconstrained enhanced sampling for free energy calculations of biomolecules: a review

Y Miao, JA McCammon - Molecular simulation, 2016 - Taylor & Francis
Free energy calculations are central to understanding the structure, dynamics and function
of biomolecules. Yet insufficient sampling of biomolecular configurations is often regarded …

Studying functional dynamics in bio-molecules using accelerated molecular dynamics

PRL Markwick, JA McCammon - Physical Chemistry Chemical Physics, 2011 - pubs.rsc.org
Many biologically important processes such as enzyme catalysis, signal transduction, ligand
binding and allosteric regulation occur on the micro-to millisecond time-scale. Despite the …

Gaussian accelerated molecular dynamics: unconstrained enhanced sampling and free energy calculation

Y Miao, VA Feher, JA McCammon - Journal of chemical theory …, 2015 - ACS Publications
A Gaussian accelerated molecular dynamics (GaMD) approach for simultaneous enhanced
sampling and free energy calculation of biomolecules is presented. By constructing a boost …

Improved reweighting of accelerated molecular dynamics simulations for free energy calculation

Y Miao, W Sinko, L Pierce, D Bucher… - Journal of chemical …, 2014 - ACS Publications
Accelerated molecular dynamics (aMD) simulations greatly improve the efficiency of
conventional molecular dynamics (cMD) for sampling biomolecular conformations, but they …

An efficient path classification algorithm based on variational autoencoder to identify metastable path channels for complex conformational changes

Y Qiu, MS O'Connor, M Xue, B Liu… - Journal of chemical …, 2023 - ACS Publications
Conformational changes (ie, dynamic transitions between pairs of conformational states)
play important roles in many chemical and biological processes. Constructing the Markov …

Accelerated molecular dynamics simulations of protein folding

Y Miao, F Feixas, C Eun… - Journal of computational …, 2015 - Wiley Online Library
Folding of four fast‐folding proteins, including chignolin, Trp‐cage, villin headpiece and WW
domain, was simulated via accelerated molecular dynamics (aMD). In comparison with …

Coevolutionary signals across protein lineages help capture multiple protein conformations

F Morcos, B Jana, T Hwa… - Proceedings of the …, 2013 - National Acad Sciences
A long-standing problem in molecular biology is the determination of a complete functional
conformational landscape of proteins. This includes not only proteins' native structures, but …

Gaussian accelerated molecular dynamics in NAMD

YT Pang, Y Miao, Y Wang… - Journal of chemical …, 2017 - ACS Publications
Gaussian accelerated molecular dynamics (GaMD) is a recently developed enhanced
sampling technique that provides efficient free energy calculations of biomolecules. Like the …

Accelerated molecular dynamics simulations of ligand binding to a muscarinic G-protein-coupled receptor

K Kappel, Y Miao, JA McCammon - Quarterly reviews of biophysics, 2015 - cambridge.org
Elucidating the detailed process of ligand binding to a receptor is pharmaceutically
important for identifying druggable binding sites. With the ability to provide atomistic detail …

Gaussian accelerated molecular dynamics: theory, implementation, and applications

Y Miao, JA McCammon - Annual reports in computational chemistry, 2017 - Elsevier
Abstract A novel Gaussian Accelerated Molecular Dynamics (GaMD) method has been
developed for simultaneous unconstrained enhanced sampling and free energy calculation …