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 …

Machine learning for renewable energy materials

GH Gu, J Noh, I Kim, Y Jung - Journal of Materials Chemistry A, 2019 - pubs.rsc.org
Achieving the 2016 Paris agreement goal of limiting global warming below 2° C and
securing a sustainable energy future require materials innovations in renewable energy …

Inverse design of solid-state materials via a continuous representation

J Noh, J Kim, HS Stein, B Sanchez-Lengeling… - Matter, 2019 - cell.com
The non-serendipitous discovery of materials with targeted properties is the ultimate goal of
materials research, but to date, materials design lacks the incorporation of all available …

Phase controlled synthesis of transition metal carbide nanocrystals by ultrafast flash Joule heating

B Deng, Z Wang, W Chen, JT Li, DX Luong… - Nature …, 2022 - nature.com
Nanoscale carbides enhance ultra-strong ceramics and show activity as high-performance
catalysts. Traditional lengthy carburization methods for carbide syntheses usually result in …

A map of the inorganic ternary metal nitrides

W Sun, CJ Bartel, E Arca, SR Bauers, B Matthews… - Nature materials, 2019 - nature.com
Exploratory synthesis in new chemical spaces is the essence of solid-state chemistry.
However, uncharted chemical spaces can be difficult to navigate, especially when materials …

Text-mined dataset of inorganic materials synthesis recipes

O Kononova, H Huo, T He, Z Rong, T Botari, W Sun… - Scientific data, 2019 - nature.com
Materials discovery has become significantly facilitated and accelerated by high-throughput
ab-initio computations. This ability to rapidly design interesting novel compounds has …

Origins of enhanced oxygen reduction activity of transition metal nitrides

R Zeng, H Li, Z Shi, L Xu, J Meng, W Xu, H Wang… - Nature Materials, 2024 - nature.com
Transition metal nitride (TMN-) based materials have recently emerged as promising non-
precious-metal-containing electrocatalysts for the oxygen reduction reaction (ORR) in …

Heteroanionic materials by design: Progress toward targeted properties

JK Harada, N Charles, KR Poeppelmeier… - Advanced …, 2019 - Wiley Online Library
The burgeoning field of anion engineering in oxide‐based compounds aims to tune physical
properties by incorporating additional anions of different size, electronegativity, and charge …

Physical descriptor for the Gibbs energy of inorganic crystalline solids and temperature-dependent materials chemistry

CJ Bartel, SL Millican, AM Deml, JR Rumptz… - Nature …, 2018 - nature.com
The Gibbs energy, G, determines the equilibrium conditions of chemical reactions and
materials stability. Despite this fundamental and ubiquitous role, G has been tabulated for …

Performance comparison of and SCAN metaGGA density functionals for solid materials via an automated, high-throughput computational workflow

R Kingsbury, AS Gupta, CJ Bartel, JM Munro… - Physical Review …, 2022 - APS
Computational materials discovery efforts utilize hundreds or thousands of density functional
theory calculations to predict material properties. Historically, such efforts have performed …