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 …

Recent progress in two‐dimensional ferroelectric materials

Z Guan, H Hu, X Shen, P Xiang… - Advanced Electronic …, 2020 - Wiley Online Library
The investigation of two‐dimensional (2D) ferroelectrics has attracted significant interest in
recent years for applications in functional electronics. Without the limitation of a finite size …

Bifunctional hydroformylation on heterogeneous Rh-WOx pair site catalysts

I Ro, J Qi, S Lee, M Xu, X Yan, Z Xie, G Zakem… - Nature, 2022 - nature.com
Metal-catalysed reactions are often hypothesized to proceed on bifunctional active sites,
whereby colocalized reactive species facilitate distinct elementary steps in a catalytic …

Scale-free ferroelectricity induced by flat phonon bands in HfO2

HJ Lee, M Lee, K Lee, J Jo, H Yang, Y Kim, SC Chae… - Science, 2020 - science.org
Discovery of robust yet reversibly switchable electric dipoles at reduced dimensions is
critical to the advancement of nanoelectronics devices. Energy bands flat in momentum …

QuantumATK: an integrated platform of electronic and atomic-scale modelling tools

S Smidstrup, T Markussen… - Journal of Physics …, 2019 - iopscience.iop.org
QuantumATK is an integrated set of atomic-scale modelling tools developed since 2003 by
professional software engineers in collaboration with academic researchers. While different …

Long-range ordered porous carbons produced from C60

F Pan, K Ni, T Xu, H Chen, Y Wang, K Gong, C Liu, X Li… - Nature, 2023 - nature.com
Carbon structures with covalent bonds connecting C60 molecules have been reported,–, but
their production methods typically result in very small amounts of sample, which restrict the …

Mechanism of CO2 Reduction at Copper Surfaces: Pathways to C2 Products

AJ Garza, AT Bell, M Head-Gordon - Acs Catalysis, 2018 - ACS Publications
On the basis of constraints from reported experimental observations and density functional
theory simulations, we propose a mechanism for the reduction of CO2 to C2 products on …

2D MoS2 as an efficient protective layer for lithium metal anodes in high-performance Li–S batteries

E Cha, MD Patel, J Park, J Hwang, V Prasad… - Nature …, 2018 - nature.com
Among the candidates to replace Li-ion batteries, Li–S cells are an attractive option as their
energy density is about five times higher (~ 2,600 Wh kg− 1). The success of Li–S cells …

Limits on gas impermeability of graphene

PZ Sun, Q Yang, WJ Kuang, YV Stebunov, WQ Xiong… - Nature, 2020 - nature.com
Despite being only one-atom thick, defect-free graphene is considered to be completely
impermeable to all gases and liquids,,,,,,,,–. This conclusion is based on theory,,,,–and …

Achievements, challenges, and prospects of calcium batteries

ME Arroyo-de Dompablo, A Ponrouch… - Chemical …, 2019 - ACS Publications
This Review flows from past attempts to develop a (rechargeable) battery technology based
on Ca via crucial breakthroughs to arrive at a comprehensive discussion of the current …