MixINN combines mixed models and deep learning to predict genotype-environment interactions in corn trials, yielding 5.8-7.2% higher average yields when selecting top-performing genotypes compared to standard methods.
Gene-by-environment interactions in plants: Molecular mechanisms, environmental drivers, and adaptive plasticity.The Plant Cell, 35(1):109–124
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MixINN: Accelerating Plant Breeding by Combining Mixed Models and Deep Learning for Interaction Prediction
MixINN combines mixed models and deep learning to predict genotype-environment interactions in corn trials, yielding 5.8-7.2% higher average yields when selecting top-performing genotypes compared to standard methods.