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 …

Computational design of energy‐related materials: From first‐principles calculations to machine learning

H Xue, G Cheng, WJ Yin - Wiley Interdisciplinary Reviews …, 2024 - Wiley Online Library
Energy‐related materials are crucial for advancing energy technologies, improving
efficiency, reducing environmental impacts, and supporting sustainable development …

Pathways towards ferroelectricity in hafnia

TD Huan, V Sharma, GA Rossetti Jr, R Ramprasad - Physical Review B, 2014 - APS
The question of whether one can systematically identify (previously unknown) ferroelectric
phases of a given material is addressed, taking hafnia (HfO 2) as an example. Low free …

High temperature superconductivity in sulfur and selenium hydrides at high pressure

JA Flores-Livas, A Sanna, EKU Gross - The European Physical Journal B, 2016 - Springer
Due to its low atomic mass, hydrogen is the most promising element to search for high-
temperature phononic superconductors. However, metallic phases of hydrogen are only …

Perspective: Crystal structure prediction at high pressures

Y Wang, Y Ma - The Journal of chemical physics, 2014 - pubs.aip.org
Crystal structure prediction at high pressures unbiased by any prior known structure
information has recently become a topic of considerable interest. We here present a short …

[HTML][HTML] A fingerprint based metric for measuring similarities of crystalline structures

L Zhu, M Amsler, T Fuhrer, B Schaefer… - The Journal of …, 2016 - pubs.aip.org
Measuring similarities/dissimilarities between atomic structures is important for the
exploration of potential energy landscapes. However, the cell vectors together with the …

Superconductivity in metastable phases of phosphorus-hydride compounds under high pressure

JA Flores-Livas, M Amsler, C Heil, A Sanna, L Boeri… - Physical Review B, 2016 - APS
Hydrogen-rich compounds have been extensively studied both theoretically and
experimentally in the quest for novel high-temperature superconductors. Reports on sulfur …

Ab initio Eliashberg theory: making genuine predictions of superconducting features

A Sanna, JA Flores-Livas, A Davydov… - Journal of the Physical …, 2018 - journals.jps.jp
We present an application of Eliashberg theory of superconductivity to study a set of novel
superconducting systems with a wide range of structural and chemical properties. The set …

Two-Dimensional Hexagonal Sheet of TiO2

HA Eivari, SA Ghasemi, H Tahmasbi… - Chemistry of …, 2017 - ACS Publications
We report the ab initio discovery of a novel putative ground state for quasi two-dimensional
TiO2 through a structural search using the minima hop** method with an artificial neural …

Global optimization of adsorbate–surface structures while preserving molecular identity

AA Peterson - Topics in Catalysis, 2014 - Springer
As the complexity of atomistic simulations in catalysis and surface science increases, the
challenge of manually finding the lowest-energy adsorbate–surface geometries grows …