Analysis and evaluation of machine learning applications in materials design and discovery

M Golmohammadi, M Aryanpour - Materials Today Communications, 2023 - Elsevier
Abstract Machine Learning (ML) appears to have become the main and foremost approach
to both tackle the hurdles and exploit the opportunities of The Information Age. We present …

Adsorption of dissolved gases (CO, H2, CO2) produced by partial discharge in converter transformer oil by CuO (1, 2) and Ag2O (1, 2) clusters doped with MoTe2: A …

T Jiang, H Xie, H Wu, L Chen, M Bi, X Chen - Materials Today …, 2024 - Elsevier
Density functional theory (DFT) was used to analyze the effect of (CuO) n,(Ag 2 O) n (n= 1, 2)
cluster-doped MoTe 2 on the three gases (CO, H 2 and CO 2) adsorption performance and …

Biaxial strain-modulated power conversion efficiency, electronic structures, and optical properties of type-II MoS2/BC6N vdW heterostructure: A density functional …

XW Jin, Y Xie, W Han, ZY Chen, XS Xiao… - Materials Today …, 2024 - Elsevier
The power conversion efficiency (PCE), electronic structures, and optical properties of a
novel MoS 2/BC 6 N van der Waals heterostructure (vdWH) were systematically investigated …

One-step sputtering of MoSSe metastable phase as thin film and predicted thermodynamic stability by computational methods

OA López-Galán, T Boll, J Nogan, D Chassaing… - Scientific Reports, 2024 - nature.com
We present the fabrication of a MoS2− xSex thin film from a co-sputtering process using
MoS2 and MoSe2 commercial targets with 99.9% purity. The sputtering of the MoS2 and …

First-principles study of metals, metalloids and halogens doped monolayer MoSe2 to tune its electronic properties

QUA Asif, H Asim, AG Nabi, M Rehman… - Physica …, 2023 - iopscience.iop.org
Owing to their small band-gap characteristics, two-dimensional transition metal
dichalcogenides (TMDCs) have garnered a lot of attention. Herein, we studied the electronic …

Deciphering dimensional transition effects in Bi2Se3 and Bi2Te3 topological insulators

HE Hailouf, KO Obodo, H Aourag, U Rani… - Materials Science in …, 2025 - Elsevier
Topological insulators, renowned for their exceptional electronic properties, exhibit
insulating interiors and conductive surfaces, rendering them highly suitable for quantum …

Ab Initio Studies of Electrocatalytic CO2 Reduction for Small Cu Cluster Supported on Polar Substrates

H Yang, W Zou, C Zhang, A Du - ACS Applied Materials & …, 2024 - ACS Publications
Small Cu clusters are excellent candidates for the electrocatalytic reduction of carbon
dioxide (CO2RR), and their catalytic performance is expected to be significantly influenced …

Tunability of electronic properties in the 2D MoS 2/α-tellurene/WS 2 heterotrilayer via biaxial strain and electric field

W Zhang, Z Ma, J Wang, B Shao, X Zuo - Physical Chemistry Chemical …, 2024 - pubs.rsc.org
Alpha-tellurene (α-Te), a two-dimensional (2D) material that has been theoretically predicted
and experimentally verified, has garnered significant attention due to its unique properties …

First-principles investigations of structural, electronic and optical properties of janus GaXY (X/YS, Se, Te)/GeAs van der Waals heterostructures for photovoltaic …

Z Hanan, M Adil, A Kamal, B Abir, B Hatim… - Physica B: Condensed …, 2024 - Elsevier
In this study, the investigation of the structural, electronic and optical properties of Janus
monolayers GaXY (X/Ydouble bondS, Se, Te)/GeAs van der Waals (vdW) …

Energy band engineering in GaS/InS and GaSe/InS van der Waals bilayers by interlayer stacking design and applied vertical electric field-An ab-initio theoretical …

N Bahadursha, J Palepu, A Tiwari… - Materials Science in …, 2024 - Elsevier
In this work, for the first time, an extensive theoretical investigation of the structural and
electronic properties of the van der Waals (vdW) bilayer heterostructures of two-dimensional …