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researcher

A. Charlton-Perez

3 papers hereh-index 416.1k citations141 works total

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

author position
  • first author1
  • middle author1
  • last author1

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
20192023
most citedEstimating tropospheric and stratospheric winds using infrasound from explosions

52 citations · 74 across the 3 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2023★ 6 cited

Do AI models produce better weather forecasts than physics-based models? A quantitative evaluation case study of Storm Ciarán

Andrew J. Charlton-Perez, Helen F. Dacre, Simon Driscoll +8

There has been huge recent interest in the potential of making operational weather forecasts using machine learning techniques. As they become a part of the weather forecasting too…

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