Fabian Guignard

Gaussian Process Modeling with Genotype $$\times $$ Environment Kernels for Wheat Performance Prediction

Optimizing wheat variety selection for high performance in different environmental conditions is critical for reliable food production and stable incomes for growers. We employ a statistical machine learning framework utilizing Gaussian process (GP) models to capture the effects of genetic and environmental factors...