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Maike Sonnewald
Publication Activity (10 Years)
Years Active: 2021-2023
Publications (10 Years): 6
Top Topics
Physical Processes
Machine Learning
Climate Change
Artificial Intelligence
Top Venues
CoRR
Eng. Appl. Artif. Intell.
Nat. Mach. Intell.
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Publications
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William Yik
,
Maike Sonnewald
,
Mariana C. A. Clare
,
Redouane Lguensat
Southern Ocean Dynamics Under Climate Change: New Knowledge Through Physics-Guided Machine Learning.
CoRR
(2023)
Mariana C. A. Clare
,
Maike Sonnewald
,
Redouane Lguensat
,
Julie Deshayes
,
Venkatramani Balaji
Explainable Artificial Intelligence for Bayesian Neural Networks: Towards trustworthy predictions of ocean dynamics.
CoRR
(2022)
Bryan E. Kaiser
,
Juan A. Saenz
,
Maike Sonnewald
,
Daniel Livescu
Automated identification of dominant physical processes.
Eng. Appl. Artif. Intell.
116 (2022)
Bryan E. Kaiser
,
Juan A. Saenz
,
Maike Sonnewald
,
Daniel Livescu
Objective discovery of dominant dynamical processes with intelligible machine learning.
CoRR
(2021)
Christopher Irrgang
,
Niklas Boers
,
Maike Sonnewald
,
Elizabeth A. Barnes
,
Christopher Kadow
,
Joanna Staneva
,
Jan Saynisch-Wagner
Will Artificial Intelligence supersede Earth System and Climate Models?
CoRR
(2021)
Christopher Irrgang
,
Niklas Boers
,
Maike Sonnewald
,
Elizabeth A. Barnes
,
Christopher Kadow
,
Joanna Staneva
,
Jan Saynisch-Wagner
Towards neural Earth system modelling by integrating artificial intelligence in Earth system science.
Nat. Mach. Intell.
3 (8) (2021)