Foundation models in plant molecular biology: advances, challenges, and future directions

A foundation model (FM) is a neural network trained on large-scale data using unsupervised or self-supervised learning, capable of adapting to a wide range of downstream tasks. This review provides a comprehensive overview of FMs in plant molecular biology, emphasizing recent advances and future dir...

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Bibliographic Details
Main Authors: Feng Xu, Tianhao Wu, Qian Cheng, Xiangfeng Wang, Jun Yan
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-06-01
Series:Frontiers in Plant Science
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Online Access:https://www.frontiersin.org/articles/10.3389/fpls.2025.1611992/full
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