Unsupervised learning methods for molecular simulation data

A Glielmo, BE Husic, A Rodriguez, C Clementi… - Chemical …, 2021 - ACS Publications
Unsupervised learning is becoming an essential tool to analyze the increasingly large
amounts of data produced by atomistic and molecular simulations, in material science, solid …

Enhanced sampling methods for molecular dynamics simulations

J Hénin, T Lelièvre, MR Shirts, O Valsson… - arxiv preprint arxiv …, 2022 - arxiv.org
Enhanced sampling algorithms have emerged as powerful methods to extend the utility of
molecular dynamics simulations and allow the sampling of larger portions of the …

[HTML][HTML] CP2K: An electronic structure and molecular dynamics software package-Quickstep: Efficient and accurate electronic structure calculations

TD Kühne, M Iannuzzi, M Del Ben, VV Rybkin… - The Journal of …, 2020 - pubs.aip.org
CP2K is an open source electronic structure and molecular dynamics software package to
perform atomistic simulations of solid-state, liquid, molecular, and biological systems. It is …

Advanced capabilities for materials modelling with Quantum ESPRESSO

P Giannozzi, O Andreussi, T Brumme… - Journal of physics …, 2017 - iopscience.iop.org
Q uantum ESPRESSO is an integrated suite of open-source computer codes for quantum
simulations of materials using state-of-the-art electronic-structure techniques, based on …

PLUMED 2: New feathers for an old bird

GA Tribello, M Bonomi, D Branduardi… - Computer physics …, 2014 - Elsevier
Enhancing sampling and analyzing simulations are central issues in molecular simulation.
Recently, we introduced PLUMED, an open-source plug-in that provides some of the most …

Promoting transparency and reproducibility in enhanced molecular simulations

Nature methods, 2019 - nature.com
The PLUMED consortium unifies developers and contributors to PLUMED, an open-source
library for enhanced-sampling, free-energy calculations and the analysis of molecular …

ALS mutations disrupt phase separation mediated by α-helical structure in the TDP-43 low-complexity C-terminal domain

AE Conicella, GH Zerze, J Mittal, NL Fawzi - Structure, 2016 - cell.com
RNA-binding protein TDP-43 mediates essential RNA processing but forms cytoplasmic
neuronal inclusions via its C-terminal domain (CTD) in amyotrophic lateral sclerosis (ALS). It …

Metadynamics

A Barducci, M Bonomi… - Wiley Interdisciplinary …, 2011 - Wiley Online Library
Metadynamics is a powerful technique for enhancing sampling in molecular dynamics
simulations and reconstructing the free‐energy surface as a function of few selected …

Using collective variables to drive molecular dynamics simulations

G Fiorin, ML Klein, J Hénin - Molecular Physics, 2013 - Taylor & Francis
A software framework is introduced that facilitates the application of biasing algorithms to
collective variables of the type commonly employed to drive massively parallel molecular …

RNA structural dynamics as captured by molecular simulations: a comprehensive overview

J Sponer, G Bussi, M Krepl, P Banáš, S Bottaro… - Chemical …, 2018 - ACS Publications
With both catalytic and genetic functions, ribonucleic acid (RNA) is perhaps the most
pluripotent chemical species in molecular biology, and its functions are intimately linked to …