Structure prediction drives materials discovery

AR Oganov, CJ Pickard, Q Zhu, RJ Needs - Nature Reviews Materials, 2019 - nature.com
Progress in the discovery of new materials has been accelerated by the development of
reliable quantum-mechanical approaches to crystal structure prediction. The properties of a …

[HTML][HTML] A perspective on conventional high-temperature superconductors at high pressure: Methods and materials

JA Flores-Livas, L Boeri, A Sanna, G Profeta, R Arita… - Physics Reports, 2020 - Elsevier
Two hydrogen-rich materials, H 3 S and LaH 10, synthesized at megabar pressures, have
revolutionized the field of condensed matter physics providing the first glimpse to the …

[HTML][HTML] Discovery of TaFeSb-based half-Heuslers with high thermoelectric performance

H Zhu, J Mao, Y Li, J Sun, Y Wang, Q Zhu, G Li… - Nature …, 2019 - nature.com
Discovery of thermoelectric materials has long been realized by the Edisonian trial and error
approach. However, recent progress in theoretical calculations, including the ability to …

Materials discovery at high pressures

L Zhang, Y Wang, J Lv, Y Ma - Nature Reviews Materials, 2017 - nature.com
Pressure is a fundamental thermodynamic variable that can be used to control the properties
of materials, because it reduces interatomic distances and profoundly modifies electronic …

Predicting the thermodynamic stability of solids combining density functional theory and machine learning

J Schmidt, J Shi, P Borlido, L Chen, S Botti… - Chemistry of …, 2017 - ACS Publications
We perform a large scale benchmark of machine learning methods for the prediction of the
thermodynamic stability of solids. We start by constructing a data set that comprises density …

MAGUS: machine learning and graph theory assisted universal structure searcher

J Wang, H Gao, Y Han, C Ding, S Pan… - National Science …, 2023 - academic.oup.com
Crystal structure predictions based on first-principles calculations have gained great
success in materials science and solid state physics. However, the remaining challenges …

Stability and electronic properties of new inorganic perovskites from high-throughput ab initio calculations

S Körbel, MAL Marques, S Botti - Journal of Materials Chemistry C, 2016 - pubs.rsc.org
Using a high-throughput approach based on density functional theory, we perform an
extensive study of possible ABX3 perovskites, where X is a non-metal and A and B span a …

Simple and accurate model of fracture toughness of solids

H Niu, S Niu, AR Oganov - Journal of Applied Physics, 2019 - pubs.aip.org
Fracture toughness KIC plays an important role in materials design. Along with numerous
experimental methods to measure the fracture toughness of materials, its understanding and …

Elastic stability criteria of seven crystal systems and their application under pressure: Taking carbon as an example

J Gao, QJ Liu, B Tang - Journal of Applied Physics, 2023 - pubs.aip.org
Elastic stability criteria are widely employed to prove the being of the lattice. Sin'ko and
Smirnov have reported the applicable criteria under isotropic pressure and given the …

The XtalOpt evolutionary algorithm for crystal structure prediction

Z Falls, P Avery, X Wang, KP Hilleke… - The Journal of Physical …, 2020 - ACS Publications
Significant progress has been made in the field of a priori crystal structure prediction, with a
number of recent remarkable success stories. Herein, we briefly outline the methods that …