VMGP: A unified variational auto-encoder based multi-task model for multi-phenotype, multi-environment, and cross-population genomic selection in plants

Plant breeding stands as a cornerstone for agricultural productivity and the safeguarding of food security. The advent of Genomic Selection heralds a new epoch in breeding, characterized by its capacity to harness whole-genome variation for genomic prediction. This approach transcends the need for p...

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Bibliographic Details
Main Authors: Xiangyu Zhao, Fuzhen Sun, Jinlong Li, Dongfeng Zhang, Qiusi Zhang, Zhongqiang Liu, Changwei Tan, Hongxiang Ma, Kaiyi Wang
Format: Article
Language:English
Published: KeAi Communications Co., Ltd. 2025-12-01
Series:Artificial Intelligence in Agriculture
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Online Access:http://www.sciencedirect.com/science/article/pii/S2589721725000704
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