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researcher

P. Laloyaux

10 papers hereh-index 2025.8k citations41 works total

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

author position
  • first author1
  • middle author8
  • last author1

Across the 10 of 10 papers where every author was matched, so the position is known.

fields
  • physics.ao-ph6
  • stat.ML3
  • stat.AP1

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedUsing machine learning to correct model error in data assimilation and forecast applications

156 citations · 162 across the 10 of their papers we have counts for

collaborators
Showing stat.APShow all

1 paper · 1 filter

stat.AP2022

Estimating Model Error Covariances with Artificial Neural Networks

Massimo Bonavita, Patrick Laloyaux

Methods to deal with systematic model errors are an increasingly important component of modern data assimilation systems and their effectiveness has increased in recent years thank…

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