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Katherine Haynes

1 paper hereh-index 398 citations7 works total

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author position
  • middle author1

Across the 1 of 1 paper where every author was matched, so the position is known.

fields
  • cs.LG1

identity via Semantic Scholar / OpenAlex

collaborators

1 paper

cs.LG2025

How to use score-based diffusion in earth system science: A satellite nowcasting example

Randy J. Chase, Katherine Haynes, Lander Ver Hoef +1

Machine learning (ML) is used for many earth science applications; however, traditional ML methods trained with squared errors often create blurry forecasts. Diffusion models are a…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.