Mark Cooper
- Can Changes in Canopy and/or Root System Architecture Explain Historical Maize Yield Trends in the U.S. Corn Belt?
2009/01/01 by Graeme L. Hammer, Graeme Hammer, Zhanshan Dong +8 · 38 citations
Agricultural and Biological Sciences · #Plant nutrient uptake and metabolism #Crop Yield and Soil Fertility #Rice Cultivation and Yield Improvement
- Biological reality and parsimony in crop models—why we need both in crop improvement!
2019/01/01 by Graeme Hammer, Carlos D. Messina, Alex Wu +1 · 1 voice · 12 citations
Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · #Genetic Mapping and Diversity in Plants and Animals #Genetics and Plant Breeding #Greenhouse Technology and Climate Control
- Investigations into the emergent properties of gene-to-phenotype networks across cycles of selection: a case study of shoot branching in plants
2022/01/01 by Owen Powell, François Barbier, Kai P. Voss‐Fels +2 · 1 voice · 7 citations
Biochemistry, Genetics and Molecular Biology · Agricultural and Biological Sciences · #Genetic Mapping and Diversity in Plants and Animals #Greenhouse Technology and Climate Control #Bioenergy crop production and management
- Modelling selection response in plant-breeding programs using crop models as mechanistic gene-to-phenotype (CGM-G2P) multi-trait link functions
2020/12/28 by Mark Cooper, Owen Powell, Kai P. Voss‐Fels +8 · 1 voice · 5 citations
Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · #Genetic Mapping and Diversity in Plants and Animals #Genetics and Plant Breeding #Wheat and Barley Genetics and Pathology
- Improved genomic prediction performance with ensembles of diverse models
2025/03/03 by Shunichiro Tomura, Melanie J Wilkinson, Mark Cooper +1 · 1 voice · 10 citations
Biochemistry, Genetics and Molecular Biology · #Gene expression and cancer classification #Machine Learning in Bioinformatics
- Ensemble AnalySis with Interpretable Genomic Prediction (EasiGP): Computational tool for interpreting ensembles of genomic prediction models
2025/10/15 by Shunichiro Tomura, Melanie J. Wilkinson, Owen Powell +1 · 1 voice · 4 citations
Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · #Genetic Mapping and Diversity in Plants and Animals #Genetic and phenotypic traits in livestock #Genetics and Plant Breeding
- Toward a general framework for AI-enabled prediction in crop improvement
2025/06/12 by Carlos D. Messina, Julián García‐Abadillo, Owen Powell +4 · 1 voice · 4 citations
Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · #Genetic Mapping and Diversity in Plants and Animals #Genetics and Plant Breeding #Greenhouse Technology and Climate Control
- The hidden geometry of breeding constraints
2026/07/17 by Daniel Ortíz-Barrientos, Daniel Ortiz-Barrientos, David Jordan +1 · 1 voice
Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · #Genetic Mapping and Diversity in Plants and Animals #Genetic and phenotypic traits in livestock #Genetics and Plant Breeding