AI-driven inverse design of materials: Past, present and future

XQ Han, XD Wang, MY Xu, Z Feng, BW Yao… - Chinese Physics …, 2024 - iopscience.iop.org
The discovery of advanced materials is the cornerstone of human technological
development and progress. The structures of materials and their corresponding properties …

Data Mining Evoking Scintillators Auto‐Discovery for Low‐LoD High‐Resolution Deep‐Penetrating X‐Ray Imaging of Portable Digital Radiography

S Zhang, Z Li, H Ye, X An, J Xu, Z Chen… - Advanced Functional …, 2024 - Wiley Online Library
The advancement of portable X‐ray digital radiography devices is currently hindered by the
limited penetration depth, limit of detection (LoD), and spatial resolution of commercially …

Prediction of high-Tc phonon-mediated superconductivity with strong Ising spin-orbit coupling in monolayer WNO

Z Liu, Z Zhang, T Ma, G Dong, J Cai, T Cui… - Materials Today …, 2025 - Elsevier
The Ising superconductor, due to its unique upper critical magnetic field, has become one of
the most prominent subjects in the field of two-dimensional materials in recent years …

Prediction of charge density wave, superconductivity and topology properties in two-dimensional Janus 2H/1T-WXH (X= S, Se)

SX Qiao, KY Jiang, CH Sui, PC Xiao, N Jiao… - Materials Today …, 2024 - Elsevier
The multiple properties in two-dimensional (2D) materials have attracted widespread
attention. Utilizing first-principles calculations, we theoretically predict four 2D transition …

Superconductivity in Janus IV-B transition metal chalcogenide hydrides

J Seeyangnok, U Pinsook, GJ Ackland - arXiv preprint arXiv:2410.21769, 2024 - arxiv.org
Two-dimensional Janus transition-metal chalcogenide-hydrides (2D-JTMCs) feature a three
layered structure, with a central layer of transition metal atoms, with chalcogenides below …

Half-metallic to ferromagnetic phase transition in CrSH monolayer using DFT+ U and BO-MD calculations

A Sukserm, J Seeyangnok, U Pinsook - arXiv preprint arXiv:2411.18119, 2024 - arxiv.org
We present a comprehensive investigation of the structural, electronic, magnetic, and
vibrational properties of CrSH monolayers in the 1T and 2H phases using density functional …

Two-gap superconductivity in a Janus MoSeLi monolayer

J Seeyangnok, U Pinsook, GJ Ackland - arXiv preprint arXiv:2412.08119, 2024 - arxiv.org
Two-dimensional (2D) lithium-decorated materials have emerged as a significant area of
study since the prediction of superconductivity in lithium-decorated graphene at …

Superconductivity of two-dimensional hydrogenated transition-metal diborides

J Seeyangnok, U Pinsook, GJ Ackland - arXiv preprint arXiv:2412.13517, 2024 - arxiv.org
Since the discovery of MgB2 with Tc= 39K, various metal diborides of MB2 have been
intensively studied to find possible conventional high-temperature superconductors. A …