MESPool: Molecular Edge Shrinkage Pooling for hierarchical molecular representation learning and property prediction.

Xu, Fanding; Yang, Zhiwei; Wang, Lizhuo; Meng, Deyu; Long, Jiangang

Xu, Fanding; Yang, Zhiwei; Wang, Lizhuo; Meng, Deyu; Long, Jiangang.

Afiliação

Xu F; School of Life Science and Technology, Xi'an Jiaotong University, 710049 Shaanxi, China.
Yang Z; School of Physics, Xi'an Jiaotong University, 710049 Shaanxi, China.
Wang L; School of Life Science and Technology, Xi'an Jiaotong University, 710049 Shaanxi, China.
Meng D; Rearch Institute for Mathematics and Mathematical Technology, Xi'an Jiaotong University, 710049 Shaanxi, China.
Long J; School of Mathematics and Statistics, Henan University, 475004 Henan, China.

Brief Bioinform ; 25(1)2023 11 22.

Article em En | MEDLINE | ID: mdl-38048081

Assuntos

COVID-19; Aprendizado Profundo; Humanos; Redes Neurais de Computação; Benchmarking

Palavras-chave

GNN; functional group; graph pooling; molecular property prediction

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Aprendizado Profundo / COVID-19 Limite: Humans Idioma: En Revista: Brief Bioinform Assunto da revista: BIOLOGIA / INFORMATICA MEDICA Ano de publicação: 2023 Tipo de documento: Article País de afiliação: China

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