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researcher

M. Sonnewald

5 papers hereh-index 10711 citations23 works total

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

author position
  • first author1
  • middle author4

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

fields
  • physics.ao-ph4
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20212024
most citedWill Artificial Intelligence supersede Earth System and Climate Models?

301 citations · 518 across the 5 of their papers we have counts for

collaborators
Showing 2022Show all

1 paper · 1 filter

physics.ao-ph2022★ 49 cited

Explainable Artificial Intelligence for Bayesian Neural Networks: Towards trustworthy predictions of ocean dynamics

Mariana C. A. Clare, Maike Sonnewald, Redouane Lguensat +2

The trustworthiness of neural networks is often challenged because they lack the ability to express uncertainty and explain their skill. This can be problematic given the increasin…

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