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researcher

R. Sobash

3 papers hereh-index 231.9k citations63 works total

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

author position
  • middle author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • physics.ao-ph2
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20232025
most citedGenerative ensemble deep learning severe weather prediction from a deterministic convection-allowing model

10 citations · 16 across the 3 of their papers we have counts for

collaborators
Showing 2025 · physics.ao-phShow all

1 paper · 2 filters

physics.ao-ph2025★ 3 cited

Improving Medium Range Severe Weather Prediction through Transformer Post-processing of AI Weather Forecasts

Zhanxiang Hua, Ryan Sobash, David John Gagne +2

Improving the skill of medium-range (3-8 day) severe weather prediction is crucial for mitigating societal impacts. This study introduces a novel approach leveraging decoder-only t…

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