Best‐practice DFT protocols for basic molecular computational chemistry

M Bursch, JM Mewes, A Hansen… - Angewandte Chemie …, 2022 - Wiley Online Library
Nowadays, many chemical investigations are supported by routine calculations of molecular
structures, reaction energies, barrier heights, and spectroscopic properties. The lion's share …

From DFT to machine learning: recent approaches to materials science–a review

GR Schleder, ACM Padilha, CM Acosta… - Journal of Physics …, 2019 - iopscience.iop.org
Recent advances in experimental and computational methods are increasing the quantity
and complexity of generated data. This massive amount of raw data needs to be stored and …

Promoting transparency and reproducibility in enhanced molecular simulations

Nature methods, 2019 - nature.com
The PLUMED consortium unifies developers and contributors to PLUMED, an open-source
library for enhanced-sampling, free-energy calculations and the analysis of molecular …

Metal–organic and covalent organic frameworks as single-site catalysts

SMJ Rogge, A Bavykina, J Hajek, H Garcia… - Chemical Society …, 2017 - pubs.rsc.org
Heterogeneous single-site catalysts consist of isolated, well-defined, active sites that are
spatially separated in a given solid and, ideally, structurally identical. In this review, the …

Amide‐Functional, Li3N/LiF‐Rich Heterostructured Electrode Electrolyte Interphases for 4.6 V Li||LiCoO2 Batteries

J Liu, M Wu, X Li, D Wu, H Wang… - Advanced Energy …, 2023 - Wiley Online Library
Enhancing the charge cut‐off voltage of LiCoO2 at 4.6 V can improve the battery density,
however, structural instability is a critical challenge (eg, electrolyte decomposition, Co …

DP-GEN: A concurrent learning platform for the generation of reliable deep learning based potential energy models

Y Zhang, H Wang, W Chen, J Zeng, L Zhang… - Computer Physics …, 2020 - Elsevier
In recent years, promising deep learning based interatomic potential energy surface (PES)
models have been proposed that can potentially allow us to perform molecular dynamics …

Reconfiguring the band-edge states of photovoltaic perovskites by conjugated organic cations

J Xue, R Wang, X Chen, C Yao, X **, KL Wang… - Science, 2021 - science.org
The band edges of metal-halide perovskites with a general chemical structure of ABX3 (A,
usually a monovalent organic cation; B, a divalent cation; and X, a halide anion) are …

B97-3c: A revised low-cost variant of the B97-D density functional method

JG Brandenburg, C Bannwarth, A Hansen… - The Journal of chemical …, 2018 - pubs.aip.org
A revised version of the well-established B97-D density functional approximation with
general applicability for chemical properties of large systems is proposed. Like B97-D, it is …

Ultrathin Carbon Coating and Defect Engineering Promote RuO2 as an Efficient Catalyst for Acidic Oxygen Evolution Reaction with Super‐High Durability

H Yan, Z Jiang, B Deng, Y Wang… - Advanced Energy …, 2023 - Wiley Online Library
Develo** acid‐stable electrocatalysts with high activity for the oxygen evolution reaction
(OER) is of paramount importance for many energy‐related technologies. This work reports …

Machine learning based interatomic potential for amorphous carbon

VL Deringer, G Csányi - Physical Review B, 2017 - APS
We introduce a Gaussian approximation potential (GAP) for atomistic simulations of liquid
and amorphous elemental carbon. Based on a machine learning representation of the …