Universal QM/MM approaches for general nanoscale applications

KS Csizi, M Reiher - Wiley Interdisciplinary Reviews …, 2023 - Wiley Online Library
Quantum mechanics/molecular mechanics (QM/MM) hybrid models allow one to address
chemical phenomena in complex molecular environments. Whereas this modeling approach …

Data-driven design of polymer-based biomaterials: high-throughput simulation, experimentation, and machine learning

RA Patel, MA Webb - ACS Applied Bio Materials, 2023 - ACS Publications
Polymers, with the capacity to tunably alter properties and response based on manipulation
of their chemical characteristics, are attractive components in biomaterials. Nevertheless …

Comprehensive exploration of graphically defined reaction spaces

Q Zhao, SM Vaddadi, M Woulfe, LA Ogunfowora… - Scientific Data, 2023 - nature.com
Existing reaction transition state (TS) databases are comparatively small and lack chemical
diversity. Here, this data gap has been addressed using the concept of a graphically-defined …

Open force field BespokeFit: automating bespoke torsion parametrization at scale

JT Horton, S Boothroyd, J Wagner… - Journal of chemical …, 2022 - ACS Publications
The development of accurate transferable force fields is key to realizing the full potential of
atomistic modeling in the study of biological processes such as protein–ligand binding for …

The open force field initiative: Open software and open science for molecular modeling

L Wang, PK Behara, MW Thompson… - The Journal of …, 2024 - ACS Publications
Force fields are a key component of physics-based molecular modeling, describing the
energies and forces in a molecular system as a function of the positions of the atoms and …

Machine learning-enabled development of accurate force fields for refrigerants

N Wang, MN Carlozo, E Marin-Rimoldi… - Journal of Chemical …, 2023 - ACS Publications
Hydrofluorocarbon (HFC) refrigerants with zero ozone-depleting potential have replaced
chlorofluorocarbons and are now ubiquitous. However, some HFCs have high global …

Molecular dynamics simulations for rationalizing polymer bioconjugation strategies: Challenges, recent developments, and future opportunities

J Kehrein, C Sotriffer - ACS Biomaterials Science & Engineering, 2023 - ACS Publications
The covalent modification of proteins with polymers is a well-established method for
improving the pharmacokinetic properties of therapeutically valuable biologics. The …

Exploration and validation of force field design protocols through QM-to-MM mapping

C Ringrose, JT Horton, LP Wang… - Physical Chemistry …, 2022 - pubs.rsc.org
The scale of the parameter optimisation problem in traditional molecular mechanics force
field construction means that design of a new force field is a long process, and sub-optimal …

Rotator Phases in Chemically Recyclable Oligocyclobutanes

H Zhang, SM Maguire, C Nie, RD Priestley… - Chemistry of …, 2024 - ACS Publications
Rotator phases are rotationally disordered yet crystalline stable states found in many
materials. The presence of a rotator phase leads to unique properties that influence …

Parameterization of general organic polymers within the Open Force Field framework

CM Davel, T Bernat, JR Wagner… - Journal of Chemical …, 2024 - ACS Publications
Polymer and chemically modified biopolymer systems present unique challenges to
traditional molecular simulation preparation workflows. First, typical polymer and …