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Maximilian Gelbrecht

Phase coherence between precipitation in South America and Rossby waves
2018 · Maximilian Gelbrecht, Niklas Boers, et al. · Science Advances · 50
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Differentiable programming for Earth system modeling
2023 · Maximilian Gelbrecht, Alistair White, et al. · Geoscientific model development · 31
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Neural partial differential equations for chaotic systems
2021 · Maximilian Gelbrecht, Niklas Boers, et al. · New Journal of Physics · 27
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Basin stability and limit cycles in a conceptual model for climate tipping cascades
2020 · Nico Wunderling, Maximilian Gelbrecht, et al. · New Journal of Physics · 25
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Optimal state space reconstruction via Monte Carlo decision tree search
2022 · K. Hauke Kraemer, Maximilian Gelbrecht, et al. · Nonlinear Dynamics · 21
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A complex network representation of wind flows
2017 · Maximilian Gelbrecht, Niklas Boers, et al. · Chaos An Interdisciplinary Journal of Nonlinear Science · 20
Variability of the low-level circulation of the South American Monsoon analysed with complex networks
2021 · Maximilian Gelbrecht, Niklas Boers, et al. · The European Physical Journal Special Topics · 18
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Model adaptive phase space reconstruction
2024 · Jayesh M. Dhadphale, K. Hauke Kraemer, et al. · Chaos An Interdisciplinary Journal of Nonlinear Science · 15
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Analysis of a bistable climate toy model with physics-based machine learning methods
2021 · Gelbrecht, Maximilian, Lucarini, Valerio, et al. · Figshare · 10
SpeedyWeather.jl: Reinventing atmospheric general circulation models towards interactivity and extensibility
2024 · Milan Klöwer, Maximilian Gelbrecht, et al. · The Journal of Open Source Software · 7
Machine learning for predicting chaotic systems
2026 · Christof Schötz, Alistair White, et al. · Chaos An Interdisciplinary Journal of Nonlinear Science · 5
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PseudospectralNet: Toward Hybrid Atmospheric Models for Climate Simulations
2025 · Maximilian Gelbrecht, Milan Klöwer, et al. · Journal of Advances in Modeling Earth Systems · 3
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Stabilized Neural Differential Equations for Learning Dynamics with Explicit Constraints
2023 · White, Alistair, Kilbertus, Niki, et al. · arXiv (Cornell University) · 3
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Generative deep learning improves reconstruction of global historical climate records
2026 · Qian, Zhen, Liu, Teng, et al. · arXiv (Cornell University) · 2
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DJ4Earth: Differentiable, and Performance‐Portable Earth System Modeling via Program Transformations
2026 · William S. Moses, Gong Cheng, et al. · Journal of Advances in Modeling Earth Systems · 1
NeuralCrop: Combining physics and machine learning for improved crop yield predictions
2026 · Yunan Lin, Sebastian Bathiany, et al. · 1
Improving the noise estimation of latent neural stochastic differential equations
2025 · L. Heck, M. Gelbrecht, et al. · Chaos An Interdisciplinary Journal of Nonlinear Science · 1
Stabilized Neural Differential Equations for Learning Dynamics with Explicit Constraints
2023 · Alistair White, Niki Kilbertus, et al. · neural information processing systems · 1
Reducing the computational cost of dynamic global vegetation models with locally weighted hierarchical clustering
2026 · Jamir Priesner, David Hötten, et al. · The European Physical Journal Special Topics
Supplement
2026 · Schötz, Christof, White, Alistair, et al. · AIP Publishing
Machine Learning for Predicting Chaotic Systems
2026 · Gelbrecht, Maximilian, White, Alistair, et al. · AIP Publishing
DJ4Earth/differentiable-esm-components-2025: JAMES Manuscript revised version 2026-03-31
2026 · Moses, William, Churavy, Valentin, et al. · Zenodo (CERN European Organization for Nuclear Research)
Comparison of Online Training Methods for Data-Driven Subgrid-Scale Parameterizations in Non-Differentiable Models
2026 · Maha Badri, Brian Groenke, et al.
Variants of HEALPix grids for global climate modelling
2026 · Milan Klöwer, Maximilian Gelbrecht, et al.
Terrarium.jl: A framework for fully differentiable and GPU-accelerated land modeling to enable online downscaling in coarse-scale ESMs
2026 · Brian Groenke, Maha Badri, et al.
Works count: 66
Citation count: 251
H-index: 9
I10-index: 9
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