Assigning confidence to molecular property prediction

AK Nigam, R Pollice, MFD Hurley… - Expert opinion on …, 2021 - Taylor & Francis
Introduction: Computational modeling has rapidly advanced over the last decades. Recently,
machine learning has emerged as a powerful and cost-effective strategy to learn from …

Large scale relative protein ligand binding affinities using non-equilibrium alchemy

V Gapsys, L Pérez-Benito, M Aldeghi, D Seeliger… - Chemical …, 2020 - pubs.rsc.org
Ligand binding affinity calculations based on molecular dynamics (MD) simulations and non-
physical (alchemical) thermodynamic cycles have shown great promise for structure-based …

GROMACS in the cloud: A global supercomputer to speed up alchemical drug design

C Kutzner, C Kniep, A Cherian… - Journal of Chemical …, 2022 - ACS Publications
We assess costs and efficiency of state-of-the-art high-performance cloud computing and
compare the results to traditional on-premises compute clusters. Our use case is atomistic …

Recent advances of studies on cell-penetrating peptides based on molecular dynamics simulations

J Ouyang, Y Sheng, W Wang - Cells, 2022 - mdpi.com
With the ability to transport cargo molecules across cell membranes with low toxicity, cell-
penetrating peptides (CPPs) have become promising candidates for next generation peptide …

Optimal control in stochastic thermodynamics

S Blaber, DA Sivak - Journal of Physics Communications, 2023 - iopscience.iop.org
We review recent progress in optimal control in stochastic thermodynamics. Theoretical
advances provide in-depth insight into minimum-dissipation control with either full or limited …

The SAMPL6 SAMPLing challenge: assessing the reliability and efficiency of binding free energy calculations

A Rizzi, T Jensen, DR Slochower, M Aldeghi… - Journal of computer …, 2020 - Springer
Approaches for computing small molecule binding free energies based on molecular
simulations are now regularly being employed by academic and industry practitioners to …

Computational design of potent D-peptide inhibitors of SARS-CoV-2

PA Valiente, H Wen, S Nim, JA Lee… - Journal of medicinal …, 2021 - ACS Publications
Blocking the association between the severe acute respiratory syndrome coronavirus 2
(SARS-CoV-2) spike protein receptor-binding domain (RBD) and the human angiotensin …

Accurate and rigorous prediction of the changes in protein free energies in a large‐scale mutation scan

V Gapsys, S Michielssens, D Seeliger… - Angewandte Chemie …, 2016 - Wiley Online Library
The prediction of mutation‐induced free‐energy changes in protein thermostability or protein–
protein binding is of particular interest in the fields of protein design, biotechnology, and …

Guidelines for free-energy calculations involving charge changes

D Petrov, JW Perthold, C Oostenbrink… - Journal of Chemical …, 2024 - ACS Publications
The Coulomb interactions in molecular simulations are inherently approximated due to the
finite size of the molecular box sizes amenable to current-day compute power. Several …

Comparison of Equilibrium and Nonequilibrium Approaches for Relative Binding Free Energy Predictions

S Wan, AP Bhati, PV Coveney - Journal of Chemical Theory and …, 2023 - ACS Publications
Alchemical relative binding free energy calculations have recently found important
applications in drug optimization. A series of congeneric compounds are generated from a …