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 …

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 …

Pre‐exascale HPC approaches for molecular dynamics simulations. Covid‐19 research: A use case

M Wieczor, V Genna, J Aranda… - Wiley …, 2023 - Wiley Online Library
Exascale computing has been a dream for ages and is close to becoming a reality that will
impact how molecular simulations are being performed, as well as the quantity and quality of …

Alchemical absolute protein–ligand binding free energies for drug design

Y Khalak, G Tresadern, M Aldeghi, HM Baumann… - Chemical …, 2021 - pubs.rsc.org
The recent advances in relative protein–ligand binding free energy calculations have shown
the value of alchemical methods in drug discovery. Accurately assessing absolute binding …

Prioritizing Small Sets of Molecules for Synthesis through in‐silico Tools: A Comparison of Common Ranking Methods

M Breznik, Y Ge, JP Bluck, H Briem, DF Hahn… - …, 2023 - Wiley Online Library
Prioritizing molecules for synthesis is a key role of computational methods within medicinal
chemistry. Multiple tools exist for ranking molecules, from the cheap and popular molecular …

Computation of absolute binding free energies for noncovalent inhibitors with SARS-CoV-2 main protease

MM Ghahremanpour, A Saar… - Journal of Chemical …, 2023 - ACS Publications
Accurate, routine calculation of absolute binding free energies (ABFEs) for protein–ligand
complexes remains a key goal of computer-aided drug design since it can enable screening …

Fast free energy estimates from λ-dynamics with bias-updated Gibbs sampling

MT Robo, RL Hayes, X Ding, B Pulawski… - Nature …, 2023 - nature.com
Relative binding free energy calculations have become an integral computational tool for
lead optimization in structure-based drug design. Classical alchemical methods, including …

Absolute Binding Free Energies with OneOPES

M Karrenbrock, A Borsatto, V Rizzi… - The Journal of …, 2024 - ACS Publications
The calculation of absolute binding free energies (ABFEs) for protein–ligand systems has
long been a challenge. Recently, refined force fields and algorithms have improved the …

Evaluating the use of absolute binding free energy in the fragment optimisation process

I Alibay, A Magarkar, D Seeliger… - Communications Chemistry, 2022 - nature.com
Key to the fragment optimisation process within drug design is the need to accurately
capture the changes in affinity that are associated with a given set of chemical modifications …

Accelerating Alchemical Free Energy Prediction Using a Multistate Method: Application to Multiple Kinases

C Champion, R Gall, B Ries, SR Rieder… - Journal of Chemical …, 2023 - ACS Publications
Alchemical free-energy methods based on molecular dynamics (MD) simulations have
become important tools to identify modifications of small organic molecules that improve …