Briefings in bioinformaticsDeep LearningDrug DiscoveryAlgorithmsComputational Biology
Task-specific pre-training for molecular property prediction.
Wenbo Zhang, Yihui Wang, Jin Liu, Bowen Ke, Jiancheng Lv, Xianggen Liu
Published: 202610.1093/bib/bbag010
Abstract
Molecular property prediction is a critical task in computational chemistry and drug discovery. While deep learning has advanced this field, the increasing complexity of models contrasts with the scarcity of labeled data, leading to severe overfittin…
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