Multimodal fusion with relational learning for molecular property prediction

Abstract Graph-based molecular representation learning is essential for predicting molecular properties in drug discovery and materials science. Despite its importance, current approaches struggle with capturing the intricate molecular relationships and often rely on limited chemical knowledge durin...

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Bibliographic Details
Main Authors: Zhengyang Zhou, Yunrui Li, Pengyu Hong, Hao Xu
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Communications Chemistry
Online Access:https://doi.org/10.1038/s42004-025-01586-z
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