Journal Article
Baader, Fabian; Boxberg, Marc Sebastian; Chen, Qian; Förstner, Roger; Kowalski, Julia; Dachwald, Bernd
Field-test performance of an ice-melting probe in a terrestrial analogue environment
In: Icarus : international journal of solar system studies, 409 (2023), 115852
[DOI: 10.1016/j.icarus.2023.115852]

Dissertation / PhD Thesis
Waldmann, Moritz
Lattice-Boltzmann based approach for multiphysics simulations on heterogeneous high-performance computers (2023)
[DOI: 10.18154/RWTH-2023-10896]

Abstract, Contribution to a conference proceedings
Yildiz, Anil; Kowalski, Julia
Data-integrated executable publications for reproducible geohazards research
In: Abstracts & presentations / EGU General Assembly 2023 (2023), EGU23-7417, 1 Seite
[DOI: 10.5194/egusphere-egu23-7417]

Contribution to a conference proceedings
Zhao, Hu; Yildiz, Anil; Bagherinejad, Nazanin; Kowalski, Julia
PSimPy: GP emulation-based sensitivity analysis, uncertainty quantification and calibration of landslide simulators
In: 14th International Conference on Applications of Statistics and Probability in Civil Engineering, ICASP14 (2023)

Journal Article
Weniger, Donat; Varghese, Philip L.; Kowalski, Julia; Torrilhon, Manuel
Unsteady Stefan Problem with Kinetic Interface Conditions for Rarefied Gas Deposition
In: International journal of heat and mass transfer, 217 (2023), 124696
[DOI: 10.2139/ssrn.4453278]

Contribution to a conference proceedings
Yildiz, Anil; Kowalski, Julia
Workflow-induced uncertainty in probabilistic landslide hazard maps
In: 14th International Conference on Applications of Statistics and Probability in Civil Engineering, ICASP14 (2023)

Contribution to a conference proceedings
Terschanski, Benjamin; Boledi, Leonardo; Ghanem, Mohammad; Kowalski, Julia
Fixed grid methods for phase change - from the Stefan problem to mixture solidification
In: 10th GACM Colloquium on Computational Mechanics : for young scientists from academia and industry : September 10 to 13, 2023, Vienna, Austria (2023), 46-46

Contribution to a conference proceedings
Simson, Anna; Yildiz, Anil; Kowalski, Julia
FAIR data for enriched reuse of data compilations
In: XXVIII General Assembly of the International Union of Geodesy and Geophysics (IUGG) (Berlin 2023) (2023)
[DOI: 10.57757/IUGG23-4611]

Abstract, Contribution to a conference proceedings
Simson, Anna; Yildiz, Anil; Kowalski, Julia
Data compilations for enriched reuse of sea ice data sets
In: Abstracts & presentations / EGU General Assembly 2023 (2023), EGU23-6726, 1 Seite
[DOI: 10.5194/egusphere-egu23-6726]

Abstract, Contribution to a conference proceedings
Satyam, Neelima; Abraham, Minu Treesa; Gupta, Kunal
Resolution of data, type of inventory and data splitting in machine learning based landslide susceptibility mapping
In: Abstracts & presentations / EGU General Assembly 2023 (2023), EGU23-4851
[DOI: 10.5194/egusphere-egu23-4851]

Abstract, Contribution to a conference proceedings
Rauter, Matthias; Kowalski, Julia; Fellin, Wolfgang
From Dense Flows to Powder Cloud Simulations: The OpenFOAM Avalanche Module
In: Abstracts & presentations / EGU General Assembly 2023 (2023), EGU23-4428, 1 Seite
[DOI: 10.5194/egusphere-egu23-4428]

Contribution to a book, Contribution to a conference proceedings
Kowalski, Julia; Zhao, Hu; Yildiz, Anil
Keynote lecture: Towards reliability-management for debris flow risk assessment
In: 8th International Conference on Debris Flow Hazard Mitigation (DFHM8) (2023), 05013
[DOI: 10.1051/e3sconf/202341505013]

Contribution to a conference proceedings
Kowalski, Julia; Boledi, Leonardo; Boxberg, Marc Sebastian; Chen, Qian; Simson, Anna
Cryotwin \textendash Digital infrastructure for virtually-assisted preparation and analysis of cryo-robotic exploration missions
In: 84th EAGE Annual Conference & Exhibition : Conference date: June 5-8, 2023 : Location: Vienna, Austria (2023), 1-5
[DOI: 10.3997/2214-4609.2023101223]

Abstract, Contribution to a conference proceedings
Kowalski, Julia; Boxberg, Marc Sebastian; Grundmann, Jan Thimo; de Vera, Jean-Pierre Paul; Heinen, Dirk; Funke, Oliver; TRIPLE consortium; Nitsch, Maximilian; Waldmann, Christoph; Gerrlich, Victoria; Engler, Christian; Meckel, Sebastian; Bachmeyer, Ralf; Pirek, Axel; Clemens, Joachim; Koch, Till; Stenger, David; Audehm, Jan; Do, Mia Giang; Zierke, Simon; Wiebusch, Christopher; Firvida, Miguel Bande; Christensen, Leif; Rust, Jochen; Geißinger, Konstantin; Stelzig, Michael; Haberberger, Niklas; Becker, Fabian; Pallentin, Malte; Purser, Autun; Espe, Clemens; Feldmann, Marco; Francke, Gero; Panten, Philippe; Bestmann, Ulf; Geenen, Eva-Maria
The TRIPLE project - Towards technology solutions for life detection missions
In: Abstracts & presentations / EGU General Assembly 2023 (2023), EGU23-17371, 2 Seiten
[DOI: 10.5194/egusphere-egu23-17371]

Contribution to a conference proceedings
Edrich, Ann-Kathrin Margarete; Yildiz, Anil; Roscher, Ribana; Kowalski, Julia
FAIR shallow landslide hazard mapping
In: XXVIII General Assembly of the International Union of Geodesy and Geophysics (IUGG) (Berlin 2023) (2023)
[DOI: 10.57757/IUGG23-3255]

Contribution to a conference proceedings
Edrich, Ann-Kathrin Margarete; Yildiz, Anil; Roscher, Ribana; Kowalski, Julia
Time-dependent shallow landslide hazard mapping using an event-based machine learning approach
In: Proceedings of the 3rd JTC1 Workshop - Impact of global changes on landslide hazard and risk (2023), 43-46

Contribution to a conference proceedings, Poster
Boxberg, Marc Sebastian; Simson, Anna; Chen, Qian; Kowalski, Julia
The Ice Data Hub as a powerful interface between data and simulations
In: DGG 83. Jahrestagung 2023 (2023)
[DOI: 10.23689/FIDGEO-5735]

Contribution to a conference proceedings
Boledi, Leonardo; Elgeti, Stefanie; Kowalski, Julia
A Numerical Approach to Model and Simulate Transient Close-Contact Melting Processes
In: 22nd Computational Fluids Conference (CFC 2023) (2023)

Abstract, Contribution to a conference proceedings
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: Abstracts & presentations / EGU General Assembly 2023 (2023), EGU23-6345, 1 Seite
[DOI: 10.5194/egusphere-egu23-6345]

Contribution to a conference proceedings
Boledi, Leonardo; Boxberg, Marc Sebastian; Simson, Anna; Kowalski, Julia
A virtual testbed infrastructure for thermal drilling: application to cryobots
In: 10th GACM Colloquium on Computational Mechanics : for young scientists from academia and industry : September 10 to 13, 2023, Vienna, Austria (2023), 52-52

Journal Article
Boledi, Leonardo; Key, Fabian; Terschanski, Benjamin; Elgeti, Stefanie Nicole; Kowalski, Julia
A scale-coupled numerical method for transient close-contact melting
In: Computers & Mathematics with Applications, 143 (2023), 277-288
[DOI: 10.1016/j.camwa.2023.05.011]

Journal Article
Abraham, Minu Treesa; Satyam, Neelima; Pradhan, Biswajeet
A novel approach for quantifying similarities between different debris flow sites using field investigations and numerical modelling
In: Terra Nova (2023), 1-10
[DOI: 10.1111/ter.12679]

Abstract, Contribution to a conference proceedings
Abraham, Minu Treesa; Satyam, Neelima
Process-based and data-driven approaches for landslide forecasting: A quantitative comparison on regional scale
In: Abstracts & presentations / EGU General Assembly 2023 (2023), EGU23-1591, 1 Seite
[DOI: 10.5194/egusphere-egu23-1591]

Contribution to a book
Stokes, Alexia; Yildiz, Anil
The reinforcement of soil by plant roots
In: Encyclopedia of Soils in the Environment. Volume 5: Soil physics (2023)
[DOI: 10.1016/B978-0-12-822974-3.00226-3]

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

Journal Article
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]

Contribution to a book, Contribution to a conference proceedings
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]

Contribution to a book
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]

Conference Presentation
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)

Conference Presentation (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, Contribution to a conference proceedings
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, Contribution to a conference proceedings
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, Contribution to a conference proceedings
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, Contribution to a conference proceedings (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]

Contribution to a conference proceedings
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, Contribution to a conference proceedings
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]

Journal Article
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, Contribution to a conference proceedings
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]

Journal Article
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, Contribution to a conference proceedings
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)

Contribution to a book, Journal Article
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]

Journal Article
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, Contribution to a conference proceedings
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]

Journal Article
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, Contribution to a conference proceedings
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]

Journal Article
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]

Contribution to a book, Journal Article
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]

Journal Article
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]

Journal Article
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]