Unified classification of metal-2D interactions for tailored functional materials

The modification of two-dimensional (2D) materials with metal atoms can lead to additional structures and properties; however, a systematic classification of metal-2D material interactions is still lacking. We propose a general framework for classifying these interactions based on two primary modes: metal atom adsorption on the surface and intercalation between layers. This framework, validated by first-principles calculations on representative van der Waals layered and nonlayered 2D materials interacting with transition metals (TMs) and alkali metals, provides a comprehensive explanation for experimental observations across various systems. Furthermore, the classification serves as a guide for designing stable and functional 2D materials. Our investigation of nonlayered borophene shows that interlayer-intercalated TM borides (TMBs) exhibit significantly higher stability than intralayer-doped TMBs. Physical property calculations further reveal that these sandwich-type TMBs possess superior mechanical stability and additional electronic properties, underscoring their potential for future applications.

Authors

Institutions

Publication Details

Journal
Physical Review Materials
Published
2025-10-14
DOI
https://doi.org/10.1103/4yh9-g5dp
Primary Topic
Machine Learning in Materials Science
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Unified classification of metal-2D interactions for tailored functional materials

Chao He, Xingxing Dong, Xiao‐Bao Yang, Chang-Chun He et al.
Physical Review Materials
Machine Learning in Materials Science
article

Unified classification of metal-2D interactions for tailored functional materials

Chao He, Xingxing Dong, Xiao‐Bao Yang, Chang-Chun He, Shao-Gang Xu, Hu Xu, Feini Yan, Peiyao Qin, Fangfang Yang
article en

Abstract

The modification of two-dimensional (2D) materials with metal atoms can lead to additional structures and properties; however, a systematic classification of metal-2D material interactions is still lacking. We propose a general framework for classifying these interactions based on two primary modes: metal atom adsorption on the surface and intercalation between layers. This framework, validated by first-principles calculations on representative van der Waals layered and nonlayered 2D materials interacting with transition metals (TMs) and alkali metals, provides a comprehensive explanation for experimental observations across various systems. Furthermore, the classification serves as a guide for designing stable and functional 2D materials. Our investigation of nonlayered borophene shows that interlayer-intercalated TM borides (TMBs) exhibit significantly higher stability than intralayer-doped TMBs. Physical property calculations further reveal that these sandwich-type TMBs possess superior mechanical stability and additional electronic properties, underscoring their potential for future applications.

Physical Review MaterialsVol. 9(10)
Southern University of Science and Technology (CN), Quantum Science Center of Guangdong-Hong Kong-Macao Greater Bay Area (CN), South China University of Technology (CN)
Openalex Percentile: Top 77%
Machine Learning in Materials Science
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.

Unified classification of metal-2D interactions for tailored functional materials — Chao He, Xingxing Dong, et al. · Physical Review Materials (2025) | TGRS Research Map | TGRS