Accelerating the discovery of materials for clean energy in the era of smart automation

DP Tabor, LM Roch, SK Saikin, C Kreisbeck… - Nature reviews …, 2018 - nature.com
The discovery and development of novel materials in the field of energy are essential to
accelerate the transition to a low-carbon economy. Bringing recent technological …

Review of computational approaches to predict the thermodynamic stability of inorganic solids

CJ Bartel - Journal of Materials Science, 2022 - Springer
Improvements in the efficiency and availability of quantum chemistry codes, supercomputing
centers, and open materials databases have transformed the accessibility of computational …

Unified graph neural network force-field for the periodic table: solid state applications

K Choudhary, B DeCost, L Major, K Butler… - Digital …, 2023 - pubs.rsc.org
Classical force fields (FFs) based on machine learning (ML) methods show great potential
for large scale simulations of solids. MLFFs have hitherto largely been designed and fitted …

Stacking textured films on lattice-mismatched transparent conducting oxides via matched Voronoi cell of oxygen sublattice

H Huang, J Wang, Y Liu, M Zhao, N Zhang, Y Hu… - Nature materials, 2024 - nature.com
Transparent conducting oxides are a critical component in modern (opto) electronic devices
and solar energy conversion systems, and forming textured functional films on them is highly …

Rational solid-state synthesis routes for inorganic materials

M Aykol, JH Montoya… - Journal of the American …, 2021 - ACS Publications
The rational solid-state synthesis of inorganic compounds is formulated as catalytic
nucleation on crystalline reactants, where contributions of reaction and interfacial energies …

Thermodynamic routes to novel metastable nitrogen-rich nitrides

W Sun, A Holder, B Orvañanos, E Arca… - Chemistry of …, 2017 - ACS Publications
Compared to oxides, the nitrides are relatively unexplored, making them a promising
chemical space for novel materials discovery. Of particular interest are nitrogen-rich nitrides …

Interfacial atomistic mechanisms of lithium metal strip** and plating in solid‐state batteries

M Yang, Y Liu, AM Nolan, Y Mo - Advanced Materials, 2021 - Wiley Online Library
All‐solid‐state batteries based on a Li metal anode represent a promising next‐generation
energy storage system, but are currently limited by low current density and short cycle life …

Multilayer SnS-SnS2@ GO heterostructures nanosheet as anode material for Sodium ion battery with high capacity and stability

Q Li, F Yu, Y Cui, J Wang, Y Zhao, J Peng - Journal of Alloys and …, 2023 - Elsevier
SnS and SnS 2 are two promising anode materials with excellent theoretical capacity for
Sodium ion batteries. However, severe volume collapse and low electric charge conductivity …

Elastic properties of bulk and low-dimensional materials using van der Waals density functional

K Choudhary, G Cheon, E Reed, F Tavazza - Physical Review B, 2018 - APS
In this work we present a high-throughput first-principles study of elastic properties of bulk
and monolayer materials mainly using the vdW-DF-optB88 functional. We discuss the trends …

Tunable Structured 2D Nanobiocatalysts: Synthesis, Catalytic Properties and New Horizons in Biomedical Applications

Q Cui, Y Gao, Q Wen, T Wang, X Ren, L Cheng, M Bai… - Small, 2024 - Wiley Online Library
Abstract 2D materials have offered essential contributions to boosting biocatalytic efficiency
in diverse biomedical applications due to the intrinsic enzyme‐mimetic activity and massive …