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K. Herbert

2 papers hereh-index 9239 citations44 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author1
  • last author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • astro-ph.SR1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

most citedMachine Learning in Heliophysics and Space Weather Forecasting: A White Paper of Findings and Recommendations

9 citations · 9 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2025

Explainable AI in Deep Learning-Based Prediction of Solar Storms

Adam O. Rawashdeh, Jason T. L. Wang, Katherine G. Herbert

A deep learning model is often considered a black-box model, as its internal workings tend to be opaque to the user. Because of the lack of transparency, it is challenging to under…

astro-ph.SR2020★ 9 cited

Machine Learning in Heliophysics and Space Weather Forecasting: A White Paper of Findings and Recommendations

Gelu Nita, Manolis Georgoulis, Irina Kitiashvili +38

The authors of this white paper met on 16-17 January 2020 at the New Jersey Institute of Technology, Newark, NJ, for a 2-day workshop that brought together a group of heliophysicis…

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