Buchbeitrag
Stokes, Alexia; Yildiz, Anil
The reinforcement of soil by plant roots
In: Reference Module in Earth Systems and Environmental Sciences (2023)
[DOI: 10.1016/B978-0-12-822974-3.00226-3]

Doktorarbeit
Dimroth, Anton
Auslegung einer Lager- und Antriebseinheit für ein neuartiges Röntgentarget zur Strahlentherapie (2023)
[DOI: 10.18154/RWTH-2023-02240]

Fachzeitschriftenartikel
Yildiz, Anil; Zhao, Hu; Kowalski, Julia
Computationally-feasible uncertainty quantification in model-based landslide risk assessment
In: Frontiers in Earth Science, 10 (2023), 1032438
[DOI: 10.3389/feart.2022.1032438]

Buchbeitrag, Beitrag zu einem Tagungsband
Husung, Stephan; Gerhard, Detlef; Jacobs, Georg; Kowalski, Julia; Rumpe, Bernhard; Zeman, Klaus; Zerwas, Thilo
Model Signatures for Design and Usage of Simulation-Capable Model Networks in MBSE
In: Product Lifecycle Management. PLM in Transition Times: The Place of Humans and Transformative Technologies : 19th IFIP WG 5.1 International Conference, PLM 2022, Grenoble, France, July 10-13, 2022, Revised Selected Papers / edited by Frédéric Noël, Felix Nyffenegger, Louis Rivest, Abdelaziz Bouras (2023), 155-164
[DOI: 10.1007/978-3-031-25182-5_16]

Buchbeitrag
Dachwald, Bernd; Ulamec, Stephan; Kowalski, Julia; Boxberg, Marc Sebastian; Baader, Fabian; Biele, Jens; Kömle, Norbert
Ice melting probes
In: Handbook of Space Resources / edited by Viorel Badescu, Kris Zacny, Yoseph Bar-Cohen (2023), 955-996
[DOI: 10.1007/978-3-030-97913-3_29]

Konferenzbeitrag
Steldermann, Ingo; Torrilhon, Manuel; Kowalski, Julia
Zoom into the shallow: Resolving vertical flow structure with shallow moment equations
In: 18. International Conference on Hyperbolic Problems Malaga 2022-06-20 - 2022-06-24 (2022)

Konferenzbeitrag (After Call)
Scholz, Ullika; Kowalski, Julia; Torrilhon, Manuel
Dispersive Moment Equations for Shallow Flow
In: 18. International Conference on Hyperbolic Problems Malaga 2022-06-20 - 2022-06-24 (2022)

Abstract, Beitrag zu einem Tagungsband
Yildiz, Anil; Zhao, Hu; Kowalski, Julia
Physics-informed machine learning to model rapid complex geohazards
In: Abstracts & presentations / EGU General Assembly 2022 (2022)
[DOI: 10.5194/egusphere-egu22-2682]

Abstract, Beitrag zu einem Tagungsband
Zhao, Hu; Kowalski, Julia
Efficient probabilistic parameter calibration of landslide run-out models via Bayesian active learning
In: Abstracts & presentations / EGU General Assembly 2022 (2022)
[DOI: 10.5194/egusphere-egu22-5338]

Abstract, Beitrag zu einem Tagungsband
Hansen, Bendik; Pummer, Elena; Sigtryggsdóttir, Fjóla; Kowalski, Julia; Zhao, Hu
A hybrid modelling approach to debris flow modelling combining physical and numerical simulations
In: Abstracts & presentations / EGU General Assembly 2022 (2022)
[DOI: 10.5194/egusphere-egu22-10670]

Abstract, Beitrag zu einem Tagungsband (After Call)
Rückriemen-Bez, Tina; Plesa, Ana-Catalina; Kowalski, Julia; Terschanski, Benjamin
Large-scale dynamics and the fate of salts in Europa's icy shell
In: EPSC Abstracts. - Vol. 16 (2022), EPSC2022-689, 3 Seiten
[DOI: 10.5194/epsc2022-689]

Preprint
Boledi, Leonardo; Key, Fabian; Terschanski, Benjamin; Elgeti, Stefanie Nicole; Kowalski, Julia
A scale-coupled numerical method for transient close-contact melting (2022)
[DOI: 10.48550/arXiv.2211.00983]

Beitrag zu einem Tagungsband
Simson, Anna; Boxberg, Marc Sebastian; Kowalski, Julia
Enriched metadata for hybrid data compilations with applications to cryosphere research
In: HMC Conference 2022, online, 05-06 Oct 2022 (2022)
[DOI: 10.5281/ZENODO.7185422]

Abstract, Beitrag zu einem Tagungsband
Boxberg, Marc Sebastian; Simson, Anna; Chen, Qian; Kowalski, Julia
Investigation of ice with geophysical measurements during the transit of cryobots
In: Abstracts & presentations / EGU General Assembly 2022 (2022), EGU22-10195
[DOI: 10.5194/egusphere-egu22-10195]

Fachzeitschriftenartikel
Boxberg, Marc Sebastian; Chen, Qian; Plesa, Ana-Catalina; Kowalski, Julia
Ice Transit and Performance Analysis for Cryorobotic Subglacial Access Missions on Earth and Europa
In: Astrobiology, 23 (2022)
[DOI: 10.1089/ast.2021.0071]

Abstract, Beitrag zu einem Tagungsband
Edrich, Ann-Kathrin Margarete; Yildiz, Anil; Roscher, Ribana; Kowalski, Julia
A modular and scalable workflow for data-driven modelling of shallow landslide susceptibility
In: Abstracts & presentations / EGU General Assembly 2022 (2022), EGU22-4900
[DOI: 10.5194/egusphere-egu22-4900]

Fachzeitschriftenartikel
Betancourt, Clara; Stomberg, Timo T.; Edrich, Ann-Kathrin Margarete; Patnala, Ankit; Schultz, Martin G.; Roscher, Ribana; Kowalski, Julia; Stadtler, Scarlet
Global, high-resolution mapping of tropospheric ozone - explainable machine learning and impact of uncertainties
In: Geoscientific model development : GMD, 15 (2022), 11, 4331-4354
[DOI: 10.5194/gmd-15-4331-2022]

Abstract, Beitrag zu einem Tagungsband
Boledi, Leonardo; Elgeti, Stefanie Nicole; Kowalski, Julia
Computational multiphysics modelling to predict the performance of melting probes in ice
In: The 8th European Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS Congress 2022) (2022)

Buchbeitrag, Fachzeitschriftenartikel
Berges, Julius Moritz; Spütz, Kathrin; Jacobs, Georg; Kowalski, Julia; Zerwas, Thilo; Berroth, Joerg Karl; Konrad, Christian
Automated Identification of Valid Model Networks Using Model-Based Systems Engineering
In: Systems : open access journal, 10 (2022), 6, 250
[DOI: 10.3390/systems10060250]

Fachzeitschriftenartikel
Zerwas, Thilo; Jacobs, Georg; Kowalski, Julia; Husung, Stephan; Gerhard, Detlef; Rumpe, Bernhard; Zeman, Klaus; Vafaei, Seyedmohammad; König, Florian; Höpfner, Gregor
Model Signatures for the Integration of Simulation Models into System Models
In: Systems : open access journal, 10 (2022), 6, 199
[DOI: 10.3390/systems10060199]

Abstract, Beitrag zu einem Tagungsband
Höpfner, Gregor; Kowalski, Julia; Faustmann, Clemens; Zerwas, Thilo; Kranabitl, Philipp; Vafaei, Seyedmohammad; Jacobs, Georg; Hick, Hannes
A Classification Method for the Systematic Identification of Models and Workflows in MBSE
In: [33. Symposium Design for X : Book of abstracts. - 22. und 23. September 2022, Hamburg / Editor: Dieter Krause, Sandro Wartzack, Kristin Paetzold] (2022), 26-26
[DOI: 10.35199/dfx2022.17]

Fachzeitschriftenartikel
Aaron, Jordan; McDougall, Scott; Kowalski, Julia; Mitchell, Andrew; Nolde, Natalia
Probabilistic prediction of rock avalanche runout using a numerical model
In: Landslides, 19 (2022), 12, 2853-2869
[DOI: 10.1007/s10346-022-01939-y]

Abstract, Beitrag zu einem Tagungsband
Winkels, Bastian; Hofmann, Julian; Yildiz, Anil; Edrich, Ann-Kathrin Margarete; Schüttrumpf, Holger; Kowalski, Julia
Quantifying rainfall forecast uncertainty and error propagation in flash flood and landslide prediction models
In: Abstracts & presentations / EGU General Assembly 2022 (2022), EGU22-6170, 1 Seite
[DOI: 10.5194/egusphere-egu22-6170]

Fachzeitschriftenartikel
Zhao, Hu; Kowalski, Julia
Bayesian active learning for parameter calibration of landslide run-out models
In: Landslides : journal of the International Consortium on Landslides, ICL, 19 (2022), 8, s10346-022-01857-z
[DOI: 10.1007/s10346-022-01857-z]

Buchbeitrag, Fachzeitschriftenartikel
Loveridge, Fleur; Schellart, Alma; Rees, Simon; Stirling, Ross; Taborda, David; Tait, Simon; Alibardi, Luca; Biscontin, Giovanna; Shepley, Paul; Shafagh, Ida; Shepherd, Will; Yildiz, Anil; Jefferson, Bruce
Heat recovery and thermal energy storage potential using buried infrastructure in the UK
In: Proceedings of the Institution of Civil Engineers / Smart infrastructure and construction, 175 (2022), 1, 10-26
[DOI: 10.1680/jsmic.21.00018]

Fachzeitschriftenartikel
Boledi, Leonardo; Terschanski, Benjamin; Elgeti, Stefanie Nicole; Kowalski, Julia
A level-set based space-time finite element approach to the modelling of solidification and melting processes
In: Journal of Computational Physics (2022), 111047
[DOI: 10.1016/j.jcp.2022.111047]

Fachzeitschriftenartikel
Schürholt, Konstantin; Kowalski, Julia; Löwe, Henning
Elements of future snowpack modeling - Part 1: A physical instability arising from the nonlinear coupling of transport and phase changes
In: The Cryosphere : TC, 16 (2022), 3, 903-923
[DOI: 10.5194/tc-16-903-2022]

Fachzeitschriftenartikel
Wellmann, Jan Florian; Virgo, Simon Matthias; Escallon, Daniel; de la Varga Hormazabal, Miguel; Jüstel, Alexander Magnus; Wagner, Florian Michael; Kowalski, Julia; Zhao, Hu; Fehling, Robin; Chen, Qian
Open AR-Sandbox : A haptic interface for geoscience education and outreach
In: Geosphere, 18 (2022), 2, 732-749
[DOI: 10.1130/GES02455.1]

Fachzeitschriftenartikel
Yildiz, Anil; Stirling, Ross A.
Ground Heat Exchange Potential of Green Infrastructure
In: Geothermics : an international journal of geothermal research and its applications, 101 (2022), 102351
[DOI: 10.1016/j.geothermics.2022.102351]

Abstract, Beitrag zu einem Tagungsband
Simson, Anna; Kowalski, Julia
Constrain melting robots ambient environment based on in-situ data and process models
In: AGU Fall Meeting 2021, online, 13-17 Dec 2021 (2021), P25E-2196

Beitrag zu einem Tagungsband, Poster
Boxberg, Marc Sebastian; Lamert, Andre; Möller, Thomas; Friederich, Wolfgang
NEXD: A Software Package for Seismic Wave Simulation in Complex Geological Media - New Developments
In: DGG 81. Jahrestagung 2021 (2021), 1 Seite
[DOI: 10.23689/FIDGEO-3973]

Beitrag zu einem Tagungsband, Poster
Boxberg, Marc Sebastian; Friederich, Wolfgang
Simulation of Seismic Wave Propagation in Porous Rocks Considering the Exploration and the Monitoring of Geological Reservoirs
In: DGG 81. Jahrestagung 2021 (2021), 1 Seite
[DOI: 10.23689/FIDGEO-3967]

Beitrag zu einem Tagungsband
Boledi, Leonardo; Terschanski, Benjamin; Elgeti, Stefanie; Kowalski, Julia
A Space-Time FE Level-set method for convection coupled phase-change processes
In: YIC 2021 VI ECCOMAS Young Investigators Conference - Book of Extended Abstracts (2021), 206-213
[DOI: 10.4995/YIC2021.2021.12329]

Beitrag zu einem Tagungsband, Poster
Bodenburg, Sascha Barbara; Reiche, Sönke; Blachut, Wojciech; Hübscher, Christian; Kowalski, Julia
Computational Modelling of Coupled Heat Transport between the Heterogeneous Earth and an Overlying Ice Sheet
In: DGG 81. Jahrestagung 2021 (2021), 1 Seite
[DOI: 10.23689/fidgeo-3963]

Abstract, Beitrag zu einem Tagungsband
Stadtler, Scarlet; Kowalski, Julia; Abel, Markus; Roscher, Ribana; Crewell, Susanne; Gräler, Benedikt; Kollet, Stefan; Schultz, Martin
KI:STE Project − AI Strategy for Earth System Data
In: Abstracts & presentations / EGU General Assembly 2021 (2021), EGU21-211, 1 Seite
[DOI: 10.5194/egusphere-egu21-211]

Abstract, Beitrag zu einem Tagungsband
Betancourt, Clara; Stadtler, Scarlet; Stomberg, Timo; Edrich, Ann-Kathrin Margarete; Patnala, Ankit; Roscher, Ribana; Kowalski, Julia; Schultz, Martin G.
Global fine resolution mapping of ozone metrics through explainable machine learning
In: Abstracts & presentations / EGU General Assembly 2021 (2021), EGU21-7596, 1 Seite
[DOI: 10.5194/egusphere-egu21-7596]

Abstract, Beitrag zu einem Tagungsband
Bodenburg, Sascha Barbara; Reiche, Sönke; Hübscher, Christian; Kowalski, Julia
Feedback Mechanisms between Heterogeneous Geothermal Heat Fluxes and the Dynamic Ice Sheet Reinforce the Formation of Tunnel Valleys
In: Abstracts & presentations / EGU General Assembly 2021 (2021), EGU21-10726, 1 Seite
[DOI: 10.5194/egusphere-egu21-10726]

Beitrag zu einem Tagungsband, Poster
Boxberg, Marc Sebastian; Audehm, Jan; Becker, Fabian; Boledi, Leonardo; Burgmann, Ben; Chen, Qian; Friend, Pia; Haberberger, Niklas; Heinen, Dirk; Nghe, Chi Thanh; Simson, Anna; Stelzig, Michael; Kowalski, Julia
TRIPLE - Ice Data Hub, Model-based Mission Support and Forefield Reconnaissance System
In: DGG 81. Jahrestagung 2021 (2021), 1 Seite
[DOI: 10.23689/FIDGEO-3968]

Abstract, Beitrag zu einem Tagungsband
Boxberg, Marc Sebastian; Baader, Fabian; Boledi, Leonardo; Chen, Qian; Dachwald, Bernd; Francke, Gero; Kerch, Johanna; Plesa, Ana-Catalina; Simson, Anna; Kowalski, Julia
Concepts to utilize planetary analogue studies for icy moon exploration missions
In: Abstracts & presentations / EGU General Assembly 2021 (2021), EGU21-13052
[DOI: 10.5194/egusphere-egu21-13052]

Abstract, Beitrag zu einem Tagungsband
Yildiz, Anil; Baselt, Ivo; Edrich, Ann-Kathrin Margarete; Fischer, Jan-Thomas; Mergili, Martin; Zhao, Hu; Kowalski, Julia
Emulation techniques for rapid flow-like geohazards : a case study-based performance analysis
In: Abstracts & presentations / EGU General Assembly 2021 (2021), EGU2021-2453, 2 Seiten
[DOI: 10.5194/egusphere-egu21-2453]

Beitrag zu einem Tagungsband
Edrich, Ann-Kathrin Margarete; Yildiz, Anil; Roscher, Ribana; Kowalski, Julia
Machine Learning Based Prediction of Shallow Landslides
In: AGU Fall Meeting 2021 (2021), NH34A-07

Fachzeitschriftenartikel
Simson, Anna; Löwe, Henning; Kowalski, Julia
Elements of future snowpack modeling - Part 2: A modular and extendable Eulerian-Lagrangian numerical scheme for coupled transport, phase changes and settling processes
In: The Cryosphere : TC, 15 (2021), 12, 5423-5445
[DOI: 10.5194/tc-15-5423-2021]

Doktorarbeit
Zhao, Hu
Gaussian processes for sensitivity analysis, Bayesian inference, and uncertainty quantification in landslide research (2021)
[DOI: 10.18154/RWTH-2021-11693]

Fachzeitschriftenartikel
Zhao, Hu; Amann, Florian; Kowalski, Julia
Emulator-based global sensitivity analysis for flow-like landslide run-out models
In: Landslides, 18 (2021), 10, 3299-3314
[DOI: 10.1007/s10346-021-01690-w]

Abstract, Beitrag zu einem Tagungsband
Wellmann, Jan Florian; Virgo, Simon; Escallon, Daniel; de la Varga Hormazabal, Miguel; Jüstel, Alexander Magnus; Wagner, Florian Michael; Kowalski, Julia; Fehling, Robin
Open AR-Sandbox: a Haptic Interface for Geoscience Education and Outreach
In: Abstracts & presentations / EGU General Assembly 2021 (2021), EGU21-15031, 1 Seite
[DOI: 10.5194/egusphere-egu21-15031]

Fachzeitschriftenartikel
Zimmerman, Alexander G.; Kowalski, Julia
Mixed finite elements for convection-coupled phase-change in enthalpy form: Open software verified and applied to 2D benchmarks
In: Computers and mathematics with applications, 84 (2021), 77-96
[DOI: 10.1016/j.camwa.2020.11.008]

Fachzeitschriftenartikel
German, Laura; Mikucki, Jill A.; Welch, Susan A.; Welch, Kathleen A.; Lutton, Anthony; Dachwald, Bernd; Kowalski, Julia; Heinen, Dirk; Feldmann, Marco; Francke, Gero; Espe, Clemens; Lyons, W. Berry
Validation of sampling antarctic subglacial hypersaline waters with an electrothermal ice melting probe (IceMole) for environmental analytical geochemistry
In: International journal of environmental analytical chemistry, 101 (2019), 15, 2654-2667
[DOI: 10.1080/03067319.2019.1704750]

Beitrag zu einem Tagungsband
Boxberg, Marc Sebastian; Duda, Mandy; Löer, Katrin; Friederich, Wolfgang; Renner, Jörg
Determining P- and S-wave velocities and Q-values from single ultrasound transmission measurements performed on cylindrical rock samples: it's possible, when
In: EGU General Assembly 2020, online, 4-8 May 2020 (2020), EGU2020-9178
[DOI: 10.5194/egusphere-egu2020-9178]

Abstract, Beitrag zu einem Tagungsband
Simson, Anna; Kowalski, Julia; Löwe, Henning
Numerical solution of the mass continuity equation for snowpack modeling on moving meshes: Coupling between mechanical settling and water vapor transport
In: Abstracts & presentations / EGU General Assembly 2020 (2020), EGU2020-10629, 2 Seiten
[DOI: 10.5194/egusphere-egu2020-10629]

Beitrag zu einem Tagungsband
Plesa, Ana-Catalina; Kowalski, Julia; Rückriemen-Bez, Tina
Compositional convection in Europa’s ice shell: a scale-coupled approach
In: EPSC abstracts. - Vol. 14 (2020), EPSC2020-1038, 3 Seiten
[DOI: 10.5194/epsc2020-1038]