Computational discovery of transition-metal complexes: from high-throughput screening to machine learning

A Nandy, C Duan, MG Taylor, F Liu, AH Steeves… - Chemical …, 2021 - ACS Publications
Transition-metal complexes are attractive targets for the design of catalysts and functional
materials. The behavior of the metal–organic bond, while very tunable for achieving target …

The electrochemical interface in first-principles calculations

K Schwarz, R Sundararaman - Surface science reports, 2020 - Elsevier
First-principles predictions play an important role in understanding chemistry at the
electrochemical interface. Electronic structure calculations are straightforward for vacuum …

Robust and efficient implicit solvation model for fast semiempirical methods

S Ehlert, M Stahn, S Spicher… - Journal of Chemical …, 2021 - ACS Publications
We present a robust and efficient method to implicitly account for solvation effects in modern
semiempirical quantum mechanics and force fields. A computationally efficient yet accurate …

[HTML][HTML] A fast and high-quality charge model for the next generation general AMBER force field

X He, VH Man, W Yang, TS Lee, J Wang - The Journal of Chemical …, 2020 - pubs.aip.org
The General AMBER Force Field (GAFF) has been broadly used by researchers all over the
world to perform in silico simulations and modelings on diverse scientific topics, especially in …

Development and benchmarking of open force field 2.0. 0: the Sage small molecule force field

S Boothroyd, PK Behara, OC Madin… - Journal of chemical …, 2023 - ACS Publications
We introduce the Open Force Field (OpenFF) 2.0. 0 small molecule force field for drug-like
molecules, code-named Sage, which builds upon our previous iteration, Parsley. OpenFF …

Efficient quantum chemical calculation of structure ensembles and free energies for nonrigid molecules

S Grimme, F Bohle, A Hansen, P Pracht… - The Journal of …, 2021 - ACS Publications
The application of quantum chemical, automatic multilevel modeling workflows for the
determination of thermodynamic (eg, conformation equilibria, partition coefficients, p K a …

Automated topology builder version 3.0: Prediction of solvation free enthalpies in water and hexane

M Stroet, B Caron, KM Visscher… - Journal of chemical …, 2018 - ACS Publications
The ability of atomic interaction parameters generated using the Automated Topology
Builder and Repository version 3.0 (ATB3. 0) to predict experimental hydration free …

Group contribution and machine learning approaches to predict Abraham solute parameters, solvation free energy, and solvation enthalpy

Y Chung, FH Vermeire, H Wu, PJ Walker… - Journal of Chemical …, 2022 - ACS Publications
We present a group contribution method (SoluteGC) and a machine learning model
(SoluteML) to predict the Abraham solute parameters, as well as a machine learning model …

An automated force field topology builder (ATB) and repository: version 1.0

AK Malde, L Zuo, M Breeze, M Stroet… - Journal of chemical …, 2011 - ACS Publications
The Automated force field Topology Builder (ATB, http://compbio. biosci. uq. edu. au/atb) is a
Web-accessible server that can provide topologies and parameters for a wide range of …

Charge model 5: An extension of Hirshfeld population analysis for the accurate description of molecular interactions in gaseous and condensed phases

AV Marenich, SV Jerome, CJ Cramer… - Journal of chemical …, 2012 - ACS Publications
We propose a novel approach to deriving partial atomic charges from population analysis.
The new model, called Charge Model 5 (CM5), yields class IV partial atomic charges by …