Combining machine learning and computational chemistry for predictive insights into chemical systems

JA Keith, V Vassilev-Galindo, B Cheng… - Chemical …, 2021 - ACS Publications
Machine learning models are poised to make a transformative impact on chemical sciences
by dramatically accelerating computational algorithms and amplifying insights available from …

Computational methods in heterogeneous catalysis

BWJ Chen, L Xu, M Mavrikakis - Chemical Reviews, 2020 - ACS Publications
The unprecedented ability of computations to probe atomic-level details of catalytic systems
holds immense promise for the fundamentals-based bottom-up design of novel …

Highly stable lithium metal batteries enabled by regulating the solvation of lithium ions in nonaqueous electrolytes

XQ Zhang, X Chen, XB Cheng, BQ Li… - Angewandte Chemie …, 2018 - Wiley Online Library
Safe and rechargeable lithium metal batteries have been difficult to achieve because of the
formation of lithium dendrites. Herein an emerging electrolyte based on a simple solvation …

Non-adiabatic excited-state molecular dynamics: Theory and applications for modeling photophysics in extended molecular materials

TR Nelson, AJ White, JA Bjorgaard, AE Sifain… - Chemical …, 2020 - ACS Publications
Optically active molecular materials, such as organic conjugated polymers and biological
systems, are characterized by strong coupling between electronic and vibrational degrees of …

Lithium bond chemistry in lithium–sulfur batteries

TZ Hou, WT Xu, X Chen, HJ Peng… - Angewandte …, 2017 - Wiley Online Library
The lithium–sulfur (Li–S) battery is a promising high‐energy‐density storage system. The
strong anchoring of intermediates is widely accepted to retard the shuttle of polysulfides in a …

Synthesis of Sulfilimines Enabled by Copper-Catalyzed S-Arylation of Sulfenamides

Q Liang, LA Wells, K Han, S Chen… - Journal of the …, 2023 - ACS Publications
Herein, an unprecedented synthetic route to sulfilimines via a copper-catalyzed Chan–Lam-
type coupling of sulfenamides is presented. A key to success in this novel transformation is …

Emerging quantum computing algorithms for quantum chemistry

M Motta, JE Rice - Wiley Interdisciplinary Reviews …, 2022 - Wiley Online Library
Digital quantum computers provide a computational framework for solving the Schrödinger
equation for a variety of many‐particle systems. Quantum computing algorithms for the …

Progress of experimental and computational catalyst design for electrochemical nitrogen fixation

Z Chen, C Liu, L Sun, T Wang - ACS Catalysis, 2022 - ACS Publications
Large-scale ammonia synthesis via the electrochemical nitrogen reduction reaction (eNRR)
under mild reaction conditions represents a green prospect for agriculture, industry, and …

Computational approach to molecular catalysis by 3d transition metals: challenges and opportunities

KD Vogiatzis, MV Polynski, JK Kirkland… - Chemical …, 2018 - ACS Publications
Computational chemistry provides a versatile toolbox for studying mechanistic details of
catalytic reactions and holds promise to deliver practical strategies to enable the rational in …

Dielectric continuum methods for quantum chemistry

JM Herbert - Wiley Interdisciplinary Reviews: Computational …, 2021 - Wiley Online Library
This review describes the theory and implementation of implicit solvation models based on
continuum electrostatics. Within quantum chemistry this formalism is sometimes …