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M. Bonavita

5 papers hereh-index 2726.6k citations73 works total

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

author position
  • sole author1
  • first author1
  • middle author2
  • last author1

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • stat.ML3
  • stat.AP2
same name
  • M. Bonavita — 124 papers, h 39
  • M. Bonavita — 5 papers, h 3
  • M. Bonavita — 1 paper
  • M. Bonavita — 1 paper, h 0
  • M. Bonavita — 1 paper, h 0

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20202022
most citedUsing machine learning to correct model error in data assimilation and forecast applications

156 citations · 167 across the 5 of their papers we have counts for

collaborators
Showing stat.APShow all

2 papers · 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…

stat.AP2021★ 8 cited

Exploring the structure of time-correlated model errors in the ECMWF Data Assimilation System

Massimo Bonavita

Model errors are increasingly seen as a fundamental performance limiter in both Numerical Weather Prediction and Climate Prediction simulations run with state of the art Earth syst…

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