Work

DR-MHEA-GCN: A Semisupervised Graph Framework with Dual-Residual Edge Attention for Chemical Bond Classification in 2D Nanomaterials

Year: 2026

Type: article

Source: The Journal of Physical Chemistry Letters

DOI: 10.1021/acs.jpclett.6c00427

Authors: Liying Cui, Jizhuo Duan, Danning Sun, Yanchang Zhang, Qian Wang, Miao Du, Bowen Sun, Bing Zheng

Institution: Heilongjiang University

Language: English

Topic: Machine Learning in Materials Science

Subfield: Materials Chemistry

Field: Materials Science

Domain: Physical Sciences

Open Access status: closed

Funders: National Natural Science Foundation of China, Natural Science Foundation of Heilongjiang Province, Fundamental Research Funds for the Provincial Universities of Zhejiang

Awards: G2593021858, 金属(K,Ca,Au)/硼烯复合体的结构稳定性和功函调控机制, G8866489659

OpenAlex ID: W7161573472

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Cites: 41

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