[HTML][HTML] Transformative strategies in photocatalyst design: merging computational methods and deep learning

J Liu, L Liang, B Su, D Wu, Y Zhang… - Journal of Materials …, 2024 - oaepublish.com
Photocatalysis is a unique technology that harnesses solar energy through in-situ
processes, operating without the need for external energy inputs. It is integral to advancing …

Excitations in layered materials from a non-empirical Wannier-localized optimally-tuned screened range-separated hybrid functional

M Camarasa-Gómez, SE Gant, G Ohad… - npj Computational …, 2024 - nature.com
Accurate prediction of electronic and optical excitations in van der Waals (vdW) materials is
a long-standing challenge for density functional theory. The recent Wannier-localized …

Multiscale computational modeling techniques in study and design of 2D materials: recent advances, challenges, and opportunities

MA Zaeem, S Thomas, S Kavousi, N Zhang… - 2D …, 2024 - iopscience.iop.org
This article provides an overview of recent advances, challenges, and opportunities in
multiscale computational modeling techniques for study and design of two-dimensional (2D) …

DFT Study on the Janus ZrSSe Monolayer for Its Potential Application in NO Gas Sensing

M Zhang, J **a, G Guo, G Guo, L **ao, M You, S Luo… - Langmuir, 2024 - ACS Publications
The growth of industry has resulted in increased global air pollution, necessitating the urgent
development of highly sensitive gas detectors. In this work, the adsorption of the Janus …

Metallic CoSb and Janus Co 2 AsSb monolayers as promising anode materials for metal-ion batteries

D Ahmed, N Muhammad, ZJ Ding - Physical Chemistry Chemical …, 2024 - pubs.rsc.org
Structural symmetry breaking plays a pivotal role in fine-tuning the properties of nano-
layered materials. Here, based on the first-principles approaches we propose a Janus …

Mechanically strong and room-temperature magnetocaloric monolayer VSi2N4 semiconductor

W He, Y Yin, Z Tang, X Wang, H Yuan, Q Gong… - Applied Physics …, 2024 - pubs.aip.org
In the realm of emerging two-dimensional MoSi 2 N 4 family, the majority of research
endeavors gravitate toward their versatile physical properties, while their magnetocaloric …

Density functional theory prediction of thermoelectric properties of two-dimensional Janus HfXY (X≠ Y, X/Y= Cl, Br, I) monolayers with high carrier mobilities

SJ Huang, T Zhang, ZY Zeng, HY Geng, XR Chen - Vacuum, 2024 - Elsevier
Abstract Two-dimensional (2D) materials have garnered significant attention due to their
exceptional thermoelectric properties. In this study, 2D Janus HfXY (X≠ Y, X/Y= Cl, Br, I) …

Heteropolyacid Ligands in Two-Dimensional Channels Enable Lithium Separation from Monovalent Cations

X Dong, X Ai, W He, Y Zhai, R Guo, YW Li, ZQ Ma… - ACS …, 2025 - ACS Publications
Extracting lithium from salt lakes requires ion-selective membranes with customizable
nanochannels. However, it remains a major challenge to separate alkali cations due to their …

Topological Magnetic Textures Mediated Magnetocaloric Effect in Janus Monolayer

W He, Z Tang, Y Yin, M Yi… - Advanced Functional …, 2025 - Wiley Online Library
Topological magnetic textures (TMTs) such as skyrmions, merons, and vortices are
promising for next‐generation spintronic technology. Here, the prospect of TMTs in cooling …

Electronic and Optical Excitations in van der Waals Materials from a Non-Empirical Wannier-Localized Optimally-Tuned Screened Range-Separated Hybrid …

M Camarasa-Gómez, SE Gant, G Ohad… - arxiv preprint arxiv …, 2024 - arxiv.org
Accurate prediction of electronic and optical excitations in van der Waals (vdW) materials is
a long-standing challenge for density functional theory. The recently proposed Wannier …