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Hierarchical Molecular Graph Self-Supervised Learning for property prediction

Molecular graph representation learning has shown considerable strength in molecular analysis and drug discovery. Due to the difficulty of obtaining molecular property labels, pre-training models based on self-supervised learning has become increasingly popular in molecular representation learning....

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Detalles Bibliográficos
Autores principales: Zang, Xuan, Zhao, Xianbing, Tang, Buzhou
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9938270/
https://www.ncbi.nlm.nih.gov/pubmed/36801953
http://dx.doi.org/10.1038/s42004-023-00825-5