Author

Bradley A. Miller

Iowa State UniversityORCID 0000-0001-8194-123XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:machine learning (classical)· 1 Assay:metagenomics· 1 Organism:plant (other)· 1 Research Focus:spatial domain detection· 1

Frequent Co-Authors

Asheesh Kumar SinghiD· 1 shared Baskar GanapathysubramanianiD· 1 shared Luis G. RieraiD· 1 shared Matthew E. CarrolliD· 1 shared Philip M. DixoniD· 1 shared Soumik SarkariD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

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6 top collaborators · 15 mutual co-author links

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1 shared paperPlant Biology

Asheesh Kumar SinghORCID

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1 paper

Recent·Most cited

Plant BiologyCrop SciencePeer-reviewedSep 11, 2024

Leveraging Soil Mapping and Machine Learning to Improve Spatial Adjustments in Plant Breeding Trials

Matthew E. Carroll, Luis G. Riera, Bradley A. Miller…·Asheesh Kumar Singh

The paper compares spatial adjustment methods in plant breeding trials, finding that XGBoost improves yield estimates by incorporating soil feature modeling at different scales.

11 citations

plant (other)metagenomics

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