Integration of a self-attentive neural network and density functional theory for accelerated screening of graphene-based stabilized binary adsorption systems

It is crucial to study adsorbed atomic systems in graphene as exogenous atoms or molecules can precisely modulate the properties of graphene and significantly extend its wide-range applications.

Authors

Institutions

Publication Details

Journal
Journal of Materials Chemistry A
Published
2025-01-01
DOI
https://doi.org/10.1039/d5ta01512j
Primary Topic
Graphene research and applications
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Integration of a self-attentive neural network and density functional theory for accelerated screening of graphene-based stabilized binary adsorption systems

Longfei Guo, Yong Liu, Zongfan Wei, Jingchuan Zhu et al.
Journal of Materials Chemistry A
Graphene research and applications
article

Integration of a self-attentive neural network and density functional theory for accelerated screening of graphene-based stabilized binary adsorption systems

Longfei Guo, Yong Liu, Zongfan Wei, Jingchuan Zhu, Longlong Dong, Jingteng Xue, Jiaying Chen
article en

Abstract

It is crucial to study adsorbed atomic systems in graphene as exogenous atoms or molecules can precisely modulate the properties of graphene and significantly extend its wide-range applications.

Journal of Materials Chemistry A
Harbin Institute of Technology (CN), Northwest Institute For Non-Ferrous Metal Research (CN), Western Metal Materials (China) (CN)
National Natural Science Foundation of China, Shaanxi Provincial Science and Technology Department, National Key Research and Development Program of China
Openalex Percentile: Top 91%
Graphene research and applications
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.