Impact of Domain Knowledge and Multi-Modality on Intelligent Molecular Property Prediction: A Systematic Survey

The precise prediction of molecular properties is essential for advancements in drug development, particularly in virtual screening and compound optimization. The recent introduction of numerous deep learningbased methods has shown remarkable potential in enhancing Molecular Property Prediction (MPP...

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Bibliographic Details
Main Authors: Taojie Kuang, Pengfei Liu, Zhixiang Ren
Format: Article
Language:English
Published: Tsinghua University Press 2024-09-01
Series:Big Data Mining and Analytics
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Online Access:https://www.sciopen.com/article/10.26599/BDMA.2024.9020028
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