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Predicting Moisture Content During Maize Nixtamalization Using Machine Learning with NIR Spectroscopy
View ORCID ProfileMichael J. Burns, View ORCID ProfileJonathan S. Renk, David P. Eickholt, Amanda M. Gilbert, Travis J. Hattery, Mark Holmes, Nickolas Anderson, Amanda J. Waters, Sathya Kalambur, View ORCID ProfileSherry A. Flint-Garcia, View ORCID ProfileMarna D. Yandeau-Nelson, View ORCID ProfileGeorge A. Annor, View ORCID ProfileCandice N. Hirsch
doi: https://doi.org/10.1101/2021.05.19.444884
Michael J. Burns
1Department of Agronomy and Plant Genetics, University of Minnesota, St Paul, MN 55108
Jonathan S. Renk
1Department of Agronomy and Plant Genetics, University of Minnesota, St Paul, MN 55108
David P. Eickholt
2PepsiCo R&D, St. Paul, MN 55108
Amanda M. Gilbert
1Department of Agronomy and Plant Genetics, University of Minnesota, St Paul, MN 55108
Travis J. Hattery
3Department of Genetics, Development, and Cell Biology, Iowa State University, Ames, IA 50011
Mark Holmes
1Department of Agronomy and Plant Genetics, University of Minnesota, St Paul, MN 55108
Nickolas Anderson
2PepsiCo R&D, St. Paul, MN 55108
Amanda J. Waters
2PepsiCo R&D, St. Paul, MN 55108
Sathya Kalambur
4PepsiCo R&D, Plano, TX 75024
Sherry A. Flint-Garcia
5United States Department of Agriculture, Agriculture Research Service, Columbia, MO 65211
6Division of Plant Sciences, University of Missouri, Columbia, MO 65211
Marna D. Yandeau-Nelson
3Department of Genetics, Development, and Cell Biology, Iowa State University, Ames, IA 50011
George A. Annor
7Department of Food Science and Nutrition, University of Minnesota, St Paul, MN 55108
Candice N. Hirsch
1Department of Agronomy and Plant Genetics, University of Minnesota, St Paul, MN 55108
Posted May 21, 2021.
Predicting Moisture Content During Maize Nixtamalization Using Machine Learning with NIR Spectroscopy
Michael J. Burns, Jonathan S. Renk, David P. Eickholt, Amanda M. Gilbert, Travis J. Hattery, Mark Holmes, Nickolas Anderson, Amanda J. Waters, Sathya Kalambur, Sherry A. Flint-Garcia, Marna D. Yandeau-Nelson, George A. Annor, Candice N. Hirsch
bioRxiv 2021.05.19.444884; doi: https://doi.org/10.1101/2021.05.19.444884
Predicting Moisture Content During Maize Nixtamalization Using Machine Learning with NIR Spectroscopy
Michael J. Burns, Jonathan S. Renk, David P. Eickholt, Amanda M. Gilbert, Travis J. Hattery, Mark Holmes, Nickolas Anderson, Amanda J. Waters, Sathya Kalambur, Sherry A. Flint-Garcia, Marna D. Yandeau-Nelson, George A. Annor, Candice N. Hirsch
bioRxiv 2021.05.19.444884; doi: https://doi.org/10.1101/2021.05.19.444884
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