[HTML][HTML] Synergistic enhancement of modulus and ductility in Mg matrix composites: A new strategy for GNPs&MgOnp and SiCp hybrid reinforcement

X Zhang, X Li, F Chi, H Shi, M Li, Y Sun, Y Hao… - Composites Part A …, 2024 - Elsevier
SiC particles (SiCp) reinforced magnesium matrix composites (MMCs) exhibit elevated
specific stiffness. However, the non-uniform distribution of SiCp and the interfacial cracking …

TeaNet: Universal neural network interatomic potential inspired by iterative electronic relaxations

S Takamoto, S Izumi, J Li - Computational Materials Science, 2022 - Elsevier
A universal interatomic potential for an arbitrary set of chemical elements is urgently needed
in computational materials science. Graph convolution neural network (GCN) has rich …

Atomistic-scale simulations of the graphene growth on a silicon carbide substrate using thermal decomposition and chemical vapor deposition

W Zhang, ACT Van Duin - Chemistry of Materials, 2020 - ACS Publications
Molecular dynamics (MD) studies of graphene growth at the atomistic level can provide
valuable insight for understanding its growth mechanism, which is helpful to optimize the …

Development of charge-transfer interatomic potential for O-Fe-P-Zn systems and its application to tribochemical reactions between ZnDTP-derived tribofilm and iron …

H Sakakima, T Okazawa, K Kume, S Kobayashi… - Computational Materials …, 2024 - Elsevier
ZnDTP (zinc dialkyl-dithiophosphate) is added to lubricants to reduce wear in automobile
engines. However, the atomistic understanding of its formation and effect on wear resistance …

A decision support system using hybrid AI based on multi-image quality model and its application in color design

M Li, S Lian, F Wang, Y Zhou, B Chen, L Guan… - Future Generation …, 2020 - Elsevier
The product-color image conveys consumers' color demands through emotion cognition. In
this paper, a decision support system is proposed based on the hybrid artificial intelligence …

Elucidation of the atomic-scale mechanism of the anisotropic oxidation rate of 4H-SiC between the (0001) Si-face and (0001) C-face by using a new Si-OC interatomic …

S Takamoto, T Yamasaki, T Ohno, C Kaneta… - Journal of Applied …, 2018 - pubs.aip.org
Elucidation of the atomic-scale mechanism of the anisotropic oxidation rate of 4H-SiC between
the (0001) Si-face and (⁠0001⁠) C-face by using a new Si-OC interatomic potential | Journal of …

Atomistic insight into the initial stage of graphene formation on SiC (0001) surfaces

M Boero, F Imoto, A Oshiyama - Physical Review Materials, 2022 - APS
We present an atomistic insight into the processes leading to the formation of graphene on
SiC (0001) surfaces by resorting to first-principles molecular dynamics empowered by free …

Machine-learning-based atomistic model analysis on high-temperature compressive creep properties of amorphous silicon carbide

A Kubo, Y Umeno - Materials, 2021 - mdpi.com
Ceramic matrix composites (CMCs) based on silicon carbide (SiC) are used for high-
temperature applications such as the hot section in turbines. For such applications, the …

Graphene nanoscrolls via electric-field-induced transformation of water-submerged graphene nanoribbons for energy storage, nanofluidic, and nanoelectronic …

M Islam, MM Rahman, MM Chowdhury… - ACS Applied Nano …, 2019 - ACS Publications
Nanoscroll is a rolled-up sheet of nanoribbon resembling a spiral papyrus-like multilayer
structure, having a broad range of applications from gas and energy storage to nanofluidic …

Surface Oxidation of GaN (0001) Simulated by Charge‐Transfer‐Type Molecular Dynamics

Y Ohuchi, H Saeki, H Sakakima… - physica status solidi (b …, 2024 - Wiley Online Library
In this study, the oxidation of Ga–polar GaN (0001) surface simulated by using originally
developed charge‐transfer‐type interatomic potential is reported on. The adjusted potential …