Two decades of Martini: Better beads, broader scope

SJ Marrink, L Monticelli, MN Melo… - Wiley …, 2023 - Wiley Online Library
The Martini model, a coarse‐grained force field for molecular dynamics simulations, has
been around for nearly two decades. Originally developed for lipid‐based systems by the …

[HTML][HTML] Molecular modeling in drug discovery

TI Adelusi, AQK Oyedele, ID Boyenle… - Informatics in Medicine …, 2022 - Elsevier
With the financial requirements and high time associated with bringing a commercial drug to
the market, the application of computer-aided drug design has been recognized as a …

Martini 3: a general purpose force field for coarse-grained molecular dynamics

PCT Souza, R Alessandri, J Barnoud, S Thallmair… - Nature …, 2021 - nature.com
The coarse-grained Martini force field is widely used in biomolecular simulations. Here we
present the refined model, Martini 3 (http://cgmartini. nl), with an improved interaction …

Rescaling protein-protein interactions improves Martini 3 for flexible proteins in solution

FE Thomasen, T Skaalum, A Kumar… - Nature …, 2024 - nature.com
Multidomain proteins with flexible linkers and disordered regions play important roles in
many cellular processes, but characterizing their conformational ensembles is difficult. We …

PyLipID: a python package for analysis of protein–lipid interactions from molecular dynamics simulations

W Song, RA Corey, TB Ansell, CK Cassidy… - Journal of Chemical …, 2022 - ACS Publications
Lipids play important modulatory and structural roles for membrane proteins. Molecular
dynamics simulations are frequently used to provide insights into the nature of these protein …

Machine learned coarse-grained protein force-fields: Are we there yet?

AEP Durumeric, NE Charron, C Templeton… - Current opinion in …, 2023 - Elsevier
The successful recent application of machine learning methods to scientific problems
includes the learning of flexible and accurate atomic-level force-fields for materials and …

Artificial intelligence and machine learning approaches for drug design: challenges and opportunities for the pharmaceutical industries

C Selvaraj, I Chandra, SK Singh - Molecular diversity, 2021 - Springer
The global spread of COVID-19 has raised the importance of pharmaceutical drug
development as intractable and hot research. Developing new drug molecules to overcome …

Martini 3 coarse‐grained force field: small molecules

R Alessandri, J Barnoud, AS Gertsen… - Advanced Theory …, 2022 - Wiley Online Library
The recent re‐parametrization of the Martini coarse‐grained force field, Martini 3, improved
the accuracy of the model in predicting molecular packing and interactions in molecular …

Pragmatic coarse-graining of proteins: models and applications

L Borges-Araújo, I Patmanidis, AP Singh… - Journal of Chemical …, 2023 - ACS Publications
The molecular details involved in the folding, dynamics, organization, and interaction of
proteins with other molecules are often difficult to assess by experimental techniques …

Martini 3 coarse-grained force field for carbohydrates

F Grünewald, MH Punt, EE Jefferys… - Journal of Chemical …, 2022 - ACS Publications
The Martini 3 force field is a full reparametrization of the Martini coarse-grained model for
biomolecular simulations. Due to the improved interaction balance, it allows for a more …