Maike Sonnewald

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 9

Top Topics

Environmental Sciences

Machine Learning

Top Venues

Eng. Appl. Artif. Intell.

Nat. Mach. Intell.

Publications

Katherine A. Rosenfeld, Maike Sonnewald, Sonia J. Jindal, Kevin A. McCarthy, Joshua L. Proctor
Building Understandable Messaging for Policy and Evidence Review (BUMPER) with AI. CoRR (2024)
Bryan E. Kaiser, Tailin Wu, Maike Sonnewald, Colin Thackray, Skylar Callis
A Moonshot for AI Oracles in the Sciences. CoRR (2024)
Simon Dräger, Maike Sonnewald
The Importance of Architecture Choice in Deep Learning for Climate Applications. CoRR (2024)
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)