A critical review of machine learning of energy materials

C Chen, Y Zuo, W Ye, X Li, Z Deng… - Advanced Energy …, 2020 - Wiley Online Library
Abstract Machine learning (ML) is rapidly revolutionizing many fields and is starting to
change landscapes for physics and chemistry. With its ability to solve complex tasks …

Electronic-structure methods for materials design

N Marzari, A Ferretti, C Wolverton - Nature materials, 2021 - nature.com
The accuracy and efficiency of electronic-structure methods to understand, predict and
design the properties of materials has driven a new paradigm in research. Simulations can …

-Wave Pairing and the Destructive Role of Apical-Oxygen Deficiencies in under Pressure

YB Liu, JW Mei, F Ye, WQ Chen, F Yang - Physical Review Letters, 2023 - APS
Recently, the bilayer perovskite nickelate La 3 Ni 2 O 7 has been reported to show evidence
of high-temperature superconductivity (SC) under a moderate pressure of about 14 GPa. To …

Absence of near-ambient superconductivity in LuHxNy

X Ming, YJ Zhang, X Zhu, Q Li, C He, Y Liu, T Huang… - Nature, 2023 - nature.com
A recent study demonstrated near-ambient superconductivity in nitrogen-doped lutetium
hydride. This stimulated a worldwide interest in exploring room-temperature …

Evidence for superconductivity above 260 K in lanthanum superhydride at megabar pressures

M Somayazulu, M Ahart, AK Mishra, ZM Geballe… - Physical review …, 2019 - APS
Recent predictions and experimental observations of high T c superconductivity in hydrogen-
rich materials at very high pressures are driving the search for superconductivity in the …

First-principles study on the electronic structure of Pb10− xCux (PO4) 6O (x= 0, 1)

J Lai, J Li, P Liu, Y Sun, XQ Chen - Journal of Materials Science & …, 2024 - Elsevier
Recently, Lee et al. claimed the experimental discovery of room-temperature ambient-
pressure superconductivity in a Cu-doped lead-apatite (LK-99)(arXiv: 2307.12008, arXiv …

[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 …

Route to a superconducting phase above room temperature in electron-doped hydride compounds under high pressure

Y Sun, J Lv, Y Xie, H Liu, Y Ma - Physical review letters, 2019 - APS
The recent theory-orientated discovery of record high-temperature superconductivity (T c∼
250 K) in sodalitelike clathrate LaH 10 is an important advance toward room-temperature …

Hydrogen clathrate structures in rare earth hydrides at high pressures: possible route to room-temperature superconductivity

F Peng, Y Sun, CJ Pickard, RJ Needs, Q Wu, Y Ma - Physical review letters, 2017 - APS
Room-temperature superconductivity has been a long-held dream and an area of intensive
research. Recent experimental findings of superconductivity at 200 K in highly compressed …

Potential high-Tc superconducting lanthanum and yttrium hydrides at high pressure

H Liu, II Naumov, R Hoffmann… - Proceedings of the …, 2017 - National Acad Sciences
A systematic structure search in the La–H and Y–H systems under pressure reveals some
hydrogen-rich structures with intriguing electronic properties. For example, LaH10 is found …