Four generations of high-dimensional neural network potentials

J Behler - Chemical Reviews, 2021 - ACS Publications
Since their introduction about 25 years ago, machine learning (ML) potentials have become
an important tool in the field of atomistic simulations. After the initial decade, in which neural …

Non-precious-metal catalysts for alkaline water electrolysis: operando characterizations, theoretical calculations, and recent advances

J Wang, Y Gao, H Kong, J Kim, S Choi… - Chemical Society …, 2020 - pubs.rsc.org
Recent years have witnessed an upsurge in the development of non-precious catalysts
(NPCs) for alkaline water electrolysis (AWE), especially with the strides made in …

Independent gradient model based on Hirshfeld partition: A new method for visual study of interactions in chemical systems

T Lu, Q Chen - Journal of computational chemistry, 2022 - Wiley Online Library
The powerful independent gradient model (IGM) method has been increasingly popular in
visual analysis of intramolecular and intermolecular interactions in recent years. However …

Interaction region indicator: a simple real space function clearly revealing both chemical bonds and weak interactions

T Lu, Q Chen - Chemistry‐Methods, 2021 - Wiley Online Library
Graphically revealing interaction regions in a chemical system enables chemists to quickly
recognize where significant interactions have formed. Reduced density gradient (RDG) has …

A comprehensive electron wavefunction analysis toolbox for chemists, Multiwfn

T Lu - The Journal of Chemical Physics, 2024 - pubs.aip.org
Analysis of electron wavefunction is a key component of quantum chemistry investigations
and is indispensable for the practical research of many chemical problems. After more than …

[HTML][HTML] WIEN2k: An APW+ lo program for calculating the properties of solids

P Blaha, K Schwarz, F Tran, R Laskowski… - The Journal of …, 2020 - pubs.aip.org
The WIEN2k program is based on the augmented plane wave plus local orbitals (APW+ lo)
method to solve the Kohn–Sham equations of density functional theory. The APW+ lo …

Quantum‐mechanical condensed matter simulations with CRYSTAL

R Dovesi, A Erba, R Orlando… - Wiley …, 2018 - Wiley Online Library
The latest release of the Crystal program for solid‐state quantum‐mechanical ab initio
simulations is presented. The program adopts atom‐centered Gaussian‐type functions as a …

Potential-dependent transition of reaction mechanisms for oxygen evolution on layered double hydroxides

Z Wang, WA Goddard III, H **ao - Nature Communications, 2023 - nature.com
Oxygen evolution reaction (OER) is of crucial importance to sustainable energy and
environmental engineering, and layered double hydroxides (LDHs) are among the most …

Physics-inspired structural representations for molecules and materials

F Musil, A Grisafi, AP Bartók, C Ortner… - Chemical …, 2021 - ACS Publications
The first step in the construction of a regression model or a data-driven analysis, aiming to
predict or elucidate the relationship between the atomic-scale structure of matter and its …

Open catalyst 2020 (OC20) dataset and community challenges

L Chanussot, A Das, S Goyal, T Lavril, M Shuaibi… - Acs …, 2021 - ACS Publications
Catalyst discovery and optimization is key to solving many societal and energy challenges
including solar fuel synthesis, long-term energy storage, and renewable fertilizer production …