Guillermo Gerard

机构：Centro Internacional de Mejoramiento de Maíz Y Trigo, International Maize and Wheat Improvement Center · ORCID：0000-0002-9112-3588

发表论文 45 篇 · 总被引 726 次 · h-index 16

代表论文

• Machine learning algorithms translate big data into predictive breeding accuracy (2024 · Trends in Plant Science · 被引 93)
• Expanding genomic prediction in plant breeding: harnessing big data, machine learning, and advanced software (2025 · Trends in Plant Science · 被引 86)
• Wheat genetic resources have avoided disease pandemics, improved food security, and reduced environmental footprints: A review of historical impacts and future opportunities (2024 · Global Change Biology · 被引 44)
• Deep learning methods improve genomic prediction of wheat breeding (2024 · Frontiers in Plant Science · 被引 44)
• Do feature selection methods for selecting environmental covariables enhance genomic prediction accuracy? (2023 · Frontiers in Genetics · 被引 29)
• Optimizing Sparse Testing for Genomic Prediction of Plant Breeding Crops (2023 · Genes · 被引 23)