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Maximilian Gelbrecht | Researchclopedia

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Maximilian Gelbrecht

Potsdam Institute for Climate Impact Research ORCID

55

Works

191

Citations

8

h-index

6

i10-index

Research Topics

Meteorological Phenomena and Simulations Climate variability and models Neural Networks and Applications

Affiliations

Humboldt State University2021–2021

Leibniz Association2020–2024

Humboldt-Universität zu Berlin2017–2021

Potsdam Institute for Climate Impact Research2017–2026

Technical University of Munich2022–2026

Top Works

Phase coherence between precipitation in South America and Rossby waves

Maximilian Gelbrecht,Niklas Boers,et al.

201857 citations

Model Reduction and Neural Networks

Geophysics and Gravity Measurements

Neural partial differential equations for chaotic systems

Maximilian Gelbrecht,Niklas Boers,et al.

202126 citations

Differentiable programming for Earth system modeling

Maximilian Gelbrecht,Alistair White,et al.

202320 citations

Optimal state space reconstruction via Monte Carlo decision tree search

K. Hauke Kraemer,Maximilian Gelbrecht,et al.

202220 citations

A complex network representation of wind flows

Maximilian Gelbrecht,Niklas Boers,et al.

201718 citations

Variability of the low-level circulation of the South American Monsoon analysed with complex networks

Maximilian Gelbrecht,Niklas Boers,et al.

202117 citations

Analysis of a bistable climate toy model with physics-based machine learning methods

Maximilian Gelbrecht,Valerio Lucarini,et al.

20219 citations

Model adaptive phase space reconstruction

Jayesh M. Dhadphale,K. Hauke Kraemer,et al.

20248 citations

SpeedyWeather.jl: Reinventing atmospheric generalcirculation models towards interactivity and extensibility

Milan Klöwer,Maximilian Gelbrecht,et al.

20244 citations