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researcher

Suman V. Ravuri

12 papers hereh-index 205.4k citations44 works total

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

author position
  • first author4
  • middle author8

Across the 12 of 12 papers where every author was matched, so the position is known.

fields
  • cs.LG7
  • physics.ao-ph5

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedSkillful Precipitation Nowcasting using Deep Generative Models of Radar

1k citations · 1.4k across the 12 of their papers we have counts for

collaborators
Showing 2022Show all

2 papers · 1 filter

cs.LG2022★ 172 cited

GraphCast: Learning skillful medium-range global weather forecasting

Remi Lam, Alvaro Sanchez-Gonzalez, Matthew Willson +15

Global medium-range weather forecasting is critical to decision-making across many social and economic domains. Traditional numerical weather prediction uses increased compute reso…

physics.ao-ph2022★ 7 cited

Machine learning emulation of a local-scale UK climate model

Henry Addison, Elizabeth Kendon, Suman Ravuri +2

Climate change is causing the intensification of rainfall extremes. Precipitation projections with high spatial resolution are important for society to prepare for these changes, e…

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