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Guillermo Gerard

Observed names: G. Gerard, G. S. GERARD, G. S. Gerard, Gerard, Guillermo, Gerard, Guillermo S., Gerard, Guillermo Sebastián, Guillermo S. Gerard, Guillermo Sebastiáń Gerard, Guillermo Sebastián Gerard
Observed institutions: Consejo Nacional de Investigaciones Científicas y Técnicas, Kansas State University, Centro Internacional de Mejoramiento de Maíz Y Trigo, University of Saskatchewan, International Maize and Wheat Improvement Center, International Maize and Wheat Improvement Center, Centro Científico Tecnológico - La Plata, International Maize and Wheat Improvement Center, International Maize and Wheat Improvement Center, Universidad Nacional de La Plata
ORCID: 0000-0002-9112-3588
Observed ORCID: 0000-0002-9112-3588
OpenAlex ID: A5048773400
Expanding genomic prediction in plant breeding: harnessing big data, machine learning, and advanced software
2025 · José Crossa, Johannes W.R. Martini, et al. · Trends in Plant Science · 117
Machine learning algorithms translate big data into predictive breeding accuracy
2024 · José Crossa, Osval A. Montesinos-Lopez, et al. · Trends in Plant Science · 117
Identification of CIMMYT spring bread wheat germplasm maintaining superior grain yield and quality under heat-stress
2020 · María Constanza Fleitas, Suchismita Mondal, et al. · Journal of Cereal Science · 55
Grain yield genetic gains and changes in physiological related traits for CIMMYT’s High Rainfall Wheat Screening Nursery tested across international environments
2020 · Guillermo S. Gerard, Leonardo A. Crespo-Herrera, et al. · Field Crops Research · 55
Deep learning methods improve genomic prediction of wheat breeding
2024 · Abelardo Montesinos-López, Leonardo Crespo-Herrera, et al. · Frontiers in Plant Science · 52
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Wheat genetic resources have avoided disease pandemics, improved food security, and reduced environmental footprints: A review of historical impacts and future opportunities
2024 · Julie King, Susanne Dreisigacker, et al. · Global Change Biology · 47
Evaluation of different fungicides and nitrogen rates on grain yield and bread-making quality in wheat affected by Septoria tritici blotch and yellow spot
2018 · Ana Carolina Castro, María Constanza Fleitas, et al. · Journal of Cereal Science · 47
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How leaf rust disease and its control with fungicides affect dough properties, gluten quality and loaf volume under different N rates in wheat
2018 · María Constanza Fleitas, Matías Schierenbeck, et al. · Journal of Cereal Science · 38
Do feature selection methods for selecting environmental covariables enhance genomic prediction accuracy?
2023 · Osval A. Montesinos-López, Leonardo Crespo-Herrera, et al. · Frontiers in Genetics · 34
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Breadmaking quality and yield response to the green leaf area duration caused by fluxapyroxad under three nitrogen rates in wheat affected with tan spot
2018 · María Constanza Fleitas, Matías Schierenbeck, et al. · Crop Protection · 33
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Genome-wide association mapping of genetic factors controlling Septoria tritici blotch resistance and their associations with plant height and heading date in wheat
2017 · Guillermo Sebastián Gerard, Andreas Börner, et al. · Euphytica · 30
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Optimizing Sparse Testing for Genomic Prediction of Plant Breeding Crops
2023 · Osval A. Montesinos-López, Carolina Saint Pierre, et al. · Genes · 23
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Uncovering the Genetic Architecture of Fruiting Efficiency in Bread Wheat: A Viable Alternative to Increase Yield Potential
2019 · Guillermo Sebastián Gerard, Ahmad Alqudah, et al. · Crop Science · 20
Improving wheat grain yield genomic prediction accuracy using historical data
2025 · Paolo Vitale, Osval Montesinos-López, et al. · G3 Genes Genomes Genetics · 19
Genomic Prediction from Multi-Environment Trials of Wheat Breeding
2024 · Guillermo García-Barrios, Leonardo Crespo-Herrera, et al. · Genes · 19
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Combinations of fungicide molecules and nitrogen fertilization revert nitrogen yield reductions generated by Pyrenophora tritici-repentis infections in bread wheat
2019 · Matías Schierenbeck, María Constanza Fleitas, et al. · Crop Protection · 18
Genetic architecture of adult plant resistance to leaf rust in a wheat association mapping panel
2017 · G. S. Gerard, B. Kobiljski, et al. · Plant Pathology · 17
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Prediction of Australian wheat genotype by environment interactions and mega-environments
2025 · Nick S. Fradgley, Guillermo S. Gerard, et al. · Theoretical and Applied Genetics · 14
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Feature engineering of environmental covariates improves plant genomic-enabled prediction
2024 · Osval A. Montesinos-López, Leonardo Crespo-Herrera, et al. · Frontiers in Plant Science · 12
Enhanced radiation use efficiency and grain filling rate as the main drivers of grain yield genetic gains in the CIMMYT elite spring wheat yield trial
2024 · Guillermo Gerard, Suchismita Mondal, et al. · Scientific Reports · 9
Enhancing wheat genomic prediction by a hybrid kernel approach
2025 · Jaime Cuevas, Jose Crossa, et al. · Frontiers in Plant Science · 8
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Genotype Performance Estimation in Targeted Production Environments by Using Sparse Genomic Prediction
2024 · Osval A. Montesinos-López, Paolo Vitale, et al. · Plants · 8
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A marker weighting approach for enhancing within-family accuracy in genomic prediction
2023 · Osval A Montesinos-López, Leonardo Crespo-Herrera, et al. · G3 Genes Genomes Genetics · 7
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Data Augmentation Enhances Plant-Genomic-Enabled Predictions
2024 · Osval A. Montesinos-López, Mario Alberto Solis-Camacho, et al. · Genes · 6
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Increasing grain yield while maintaining baking quality in Canada Western Red Spring wheat
2022 · Pierre Hucl, Connie Briggs, et al. · Canadian Journal of Plant Science · 6
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Works count: 58
Citation count: 850
H-index: 17
I10-index: 19
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