Samuel B Fernandes

ORCID

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 14

Top Venues

TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik

Plant physiology

Heredity

The plant genome

University of Illinois at Urbana-Champaign

Universidade Federal de Lavras (PHD)

This page only lists publications with an associated author ORCID identifier.

Affiliation History

University of Illinois at Urbana-Champaign Apr 01 2017

United States

Postdoctoral Researcher :: Institute for Genomic Biology

Education History

Universidade Federal de Lavras Aug 01 2012 - Sep 16 2016

Brazil

PHD :: Departamento de Biologia

Universidade Federal de Lavras Aug 01 2010 - Jul 10 2012

Brazil

MSC :: Departamento de Biologia

Publications

Igor K Fernandes, Caio C Vieira, Kaio O G Dias, Samuel B Fernandes
Using machine learning to combine genetic and environmental data for maize grain yield predictions across multi-environment trials. TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik 137 (8) (2024)
Igor K Fernandes, Caio C Vieira, Kaio O G Dias, Samuel B Fernandes
Using machine learning to combine genetic and environmental data for maize grain yield predictions across multi-environment trials. TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik 137 (8) (2024)
Igor K Fernandes, Caio C Vieira, Kaio O G Dias, Samuel B Fernandes
Using machine learning to combine genetic and environmental data for maize grain yield predictions across multi-environment trials. TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik 137 (8) (2024)
Igor K Fernandes, Caio C Vieira, Kaio O G Dias, Samuel B Fernandes
Using machine learning to combine genetic and environmental data for maize grain yield predictions across multi-environment trials. TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik 137 (8) (2024)
Igor K Fernandes, Caio C Vieira, Kaio O G Dias, Samuel B Fernandes
Using machine learning to combine genetic and environmental data for maize grain yield predictions across multi-environment trials. TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik 137 (8) (2024)
Matthew D Murphy, Samuel B Fernandes, Gota Morota, Alexander E Lipka
Assessment of two statistical approaches for variance genome-wide association studies in plants. Heredity 129 (2) (2022)
Samuel B Fernandes, Terry M Casstevens, Peter J Bradbury, Alexander E Lipka
A multi-trait multi-locus stepwise approach for conducting GWAS on correlated traits. The plant genome 15 (2) (2022)
Jiayang Xie, Samuel B Fernandes, Dustin Mayfield-Jones, Gorka Erice, Min Choi, Alexander E Lipka, Andrew D B Leakey
Optical topometry and machine learning to rapidly phenotype stomatal patterning traits for maize QTL mapping. Plant physiology 187 (3) (2022)
John N Ferguson, Samuel B Fernandes, Brandon Monier, Nathan D Miller, Dylan Allen, Anna Dmitrieva, Peter Schmuker, Roberto Lozano, Ravi Valluru, Edward S Buckler, Michael A Gore, Patrick J Brown, Edgar P Spalding, Andrew D B Leakey
Machine learning-enabled phenotyping for GWAS and TWAS of WUE traits in 869 field-grown sorghum accessions. Plant physiology 187 (3) (2022)
Charles P Pignon, Samuel B Fernandes, Ravi Valluru, Nonoy B Bandillo, Roberto Lozano, Edward S Buckler, Michael A Gore, Stephen P Long, Patrick J Brown, Andrew D B Leakey
Phenotyping stomatal closure by thermal imaging for GWAS and TWAS of water use efficiency-related genes. Plant physiology 187 (4) (2022)
Roberto Lozano, Elodie Gazave, Jhonathan P R Dos Santos, Markus G Stetter, Ravi Valluru, Nonoy Bandillo, Samuel B Fernandes, Patrick J Brown, Nadia Shakoor, Todd C Mockler, Elizabeth A Cooper, M Taylor Perkins, Edward S Buckler, Jeffrey Ross-Ibarra, Michael A Gore
Comparative evolutionary genetics of deleterious load in sorghum and maize. Nature plants 7 (1) (2021)
Pragya Adhikari, Emma Goodrich, Samuel B Fernandes, Alexander E Lipka, Patrick Tranel, Patrick Brown, Tiffany M Jamann
Genetic variation associated with PPO-inhibiting herbicide tolerance in sorghum. PloS one 15 (10) (2020)
Jhonathan P R Dos Santos, Samuel B Fernandes, Scott McCoy, Roberto Lozano, Patrick J Brown, Andrew D B Leakey, Edward S Buckler, Antonio Augusto Franco Garcia, Michael A Gore
Novel Bayesian Networks for Genomic Prediction of Developmental Traits in Biomass Sorghum. G3 (Bethesda, Md.) 10 (2) (2020)
Ravi Valluru, Elodie E Gazave, Samuel B Fernandes, John N Ferguson, Roberto Lozano, Pradeep Hirannaiah, Tao Zuo, Patrick J Brown, Andrew D B Leakey, Michael A Gore, Edward S Buckler, Nonoy B Bandillo
Deleterious Mutation Burden and Its Association with Complex Traits in Sorghum (Sorghum bicolor). Genetics 211 (3) (2019)

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Publication Activity (10 Years)

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Samuel B Fernandes