David Kramer's profile

David Kramer

Principal Investigator

Michigan State University

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9 months ago

Photosynthesis, high-throughput phenotyping, plant biology

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Focuses on measuring and modeling photosynthesis under dynamic, field-relevant conditions using high-throughput phenotyping, environmental imaging and data analytics. Develops open instruments and platforms linking genotype-environment-phenotype for crop performance, stress and disease.

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Michigan State University

Hybrid Machine Learning for Crop Phenotype-Genotype-Environmental Interaction Analysis

A hybrid, model-constrained machine learning approach that overcomes overfitting in plant phenotyping to predict crop outcomes and identify genetic targets for improvement. Combines mechanistic modeling with advanced ML ...

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David Kramer

Principal Investigator

Michigan State University

Work experience

Michigan State University

Principal Investigator

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