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Julia Kowalski

Professor

RWTH Aachen University

Germany

Research Interests

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Professors in Germany Professors in Climate Science Climate Science professors in Germany

Articles (20)

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2026

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Collaborators (12)

Fabian Key

TU Wien

AUSTRIA

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Dirk Heinen

RWTH Aachen University

GERMANY

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Ilya Digel

Professor

FH Aachen University of Applied Sciences

GERMANY

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Dipankul Bhattacharya

Scientific Stuff

RWTH Aachen University

GERMANY

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Wolfram Rühaak

Head of Sub-Department Safety Assessment

Bundesgesellschaft für Endlagerung mbH

GERMANY

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Anil Yildiz

Senior lecturer

RWTH Aachen University

GERMANY

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Jan Thiedau

Federal Institute for Geosciences and Natural Resources

GERMANY

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Ribana Roscher

Head of Data Science for Crop Systems Group

Forschungszentrum Jülich

GERMANY

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Jörg Buchwald

Helmholtz-Zentrum für Umweltforschung UFZ

GERMANY

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Luis F Zarzalejo

Investigador Senior

Centro de Investigaciones Energéticas Medioambientales y Tecnológicas

SPAIN

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Bernd Dachwald

Professor

FH Aachen University of Applied Sciences

GERMANY

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Yann Fabel

Deutsches Zentrum für Luft- und Raumfahrt (DLR)

GERMANY

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Julia Kowalski

Research Interests

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Articles (20)

How to enrich training data for machine learning-based landslide hazard prediction with spatio-temporal precipitation information?

Bayesian data selection to quantify the value of data for landslide runout calibration

Modeling of Actively Forced Close‐Contact Melting in Latent Heat Storage Systems for Performance Evaluation

Cryotwin: Physically Consistent Performance Modeling for Cryobot Dynamics

End-to-end quantum algorithm for topology optimization in structural mechanics

Reusability-targeted enrichment of sea ice core data

Data clustering to optimise the representativity of observational data in air quality data assimilation: a case study with EURAD-IM (version 5.9.1 DA)

Machine learning methods for the design of excitation-optimized gears in wind-energy gearboxes

Stable across regimes: A mixed DG method for Darcy–Brinkman–Stokes type flows

A modular framework for FAIR shallow landslide susceptibility mapping based on machine learning

Field-test performance of an ice-melting probe in a terrestrial analogue environment

Combining Deep Learning and Physical Models: A Benchmark Study on All‐Sky Imager‐Based Solar Nowcasting Systems

Uncertainties and robustness with regard to the safety of a repository for high-level radioactive waste: introduction of a research initiative

Dispersion in Shallow Moment Equations

OpenFOAM-avalanche 2312: depth-integrated models beyond dense-flow avalanches

Field-Based Planetary Protection Operations for Melt Probes: Validation of Clean Access into the Blood Falls, Antarctica, Englacial Ecosystem

A scale-coupled numerical method for transient close-contact melting

Computationally-feasible uncertainty quantification in model-based landslide risk assessment

Ice Transit and Performance Analysis for Cryorobotic Subglacial Access Missions on Earth and Europa

Model Signatures for Design and Usage of Simulation-Capable Model Networks in MBSE

Collaborators (12)

Fabian Key

Dirk Heinen

Ilya Digel

Dipankul Bhattacharya

Wolfram Rühaak

Anil Yildiz

Jan Thiedau

Ribana Roscher

Jörg Buchwald

Luis F Zarzalejo

Bernd Dachwald

Yann Fabel

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