Concepedia

Maike Sonnewald

MS

15

Publications

712

Citations

13

H-Index

2013

Active since

Affiliations

NOAA Geophysical Fluid Dynamics Laboratory(Current)

Princeton University

University of Washington

Massachusetts Institute of Technology

Harvard University

Maike Sonnewald is an author at NOAA Geophysical Fluid Dynamics Laboratory specializing in engineering, oceanography, and geography.

Top concepts

EngineeringGeographyOceanographyEarth ScienceClimate DynamicsPhysical OceanographyClimatologyData ScienceGeophysicsManagement

Publications per year

2013–2024

15

Publications

15

Towards neural Earth system modelling by integrating artificial intelligence in Earth system science

Christopher Irrgang, Niklas Boers, Maike Sonnewald et al. · Nature Machine Intelligence · 2021 · 259 citations · Full text

Geophysics, Artificial Intelligence, Earth System +10

Elucidating ecological complexity: Unsupervised learning determines global marine eco-provinces

Maike Sonnewald, Stephanie Dutkiewicz, Christopher Hill et al. · Science Advances · 2020 · 90 citations · Full text

Unsupervised Learning Method, Engineering, Ecological Modelling +16

Unsupervised Learning Reveals Geography of Global Ocean Dynamical Regions

Maike Sonnewald, Carl Wunsch, Patrick Heimbach · Earth and Space Science · 2019 · 84 citations · Full text

Ocean Dynamics, Engineering, Marine Systems +16

Explainable Artificial Intelligence for Bayesian Neural Networks: Toward Trustworthy Predictions of Ocean Dynamics

Mariana Clare, Maike Sonnewald, Redouane Lguensat et al. · Journal of Advances in Modeling Earth Systems · 2022 · 45 citations · Full text

Artificial Intelligence, Ocean Dynamics, Machine Learning +21

Revealing the Impact of Global Heating on North Atlantic Circulation Using Transparent Machine Learning

Maike Sonnewald, Redouane Lguensat · Journal of Advances in Modeling Earth Systems · 2021 · 40 citations · Full text

Engineering, Machine Learning, Climate Modeling +23

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