[Journal Article]
Kernel method for gravity forward simulation in implicit probabilistic geologic modeling
In: Geophysics, 88 (3), G43-G55, 2023
[DOI: 10.1190/geo2022-0308.1]

Liang, Zhouji (Corresponding author)
de la Varga, Miguel (Corresponding author)
Wellmann, Jan Florian (Corresponding author)

[Journal Article]
From Maps to Models - Tutorials for structural geological modeling using GemPy and GemGIS
In: Journal of Open Source Education, 6 (66), 185, 2023
[DOI: 10.21105/jose.00185]

Jüstel, Alexander Magnus
de la Varga Hormazabal, Miguel
Chudalla, Nils
Wagner, Jan David
Back, Stefan
et al.

[Journal Article]
PySubdiv 1.0: open-source geological modeling and reconstruction by non-manifold subdivision surfaces
In: Geoscientific model development : GMD, 16 (12), 3565-3579, 2023
[DOI: 10.5194/gmd-16-3565-2023]

Moulaeifard, Seyyedmohammad (Corresponding author)
Bernard, Simon
Wellmann, Jan Florian

[Conference Presentation]
Geothermische Nachnutzung von Kohlenwasserstoffbohrungen durch tiefeErdwärmesonden
In: DGMK/ÖGEW Frühjahrstagung 2023 Celle 2023-05-31 - 2023-06-01, 2023

Koltzer, Nora
Sporleder, Maximilian
Schoenherr, Johannes
Steininger, Sebastian
Wellmann, Jan Florian
et al.

[Journal Article]
Dynamic two-phase flow modeling of melt segregation in continental crust: batholith emplacement versus crustal convection, with implications for magmatism in thickened plateaus
In: Geochemistry, geophysics, geosystems : G 3, 24 (5), e2023GC010860, 2023
[DOI: 10.1029/2023GC010860]

Schmeling, Harro (Corresponding author)
Marquart, Gabriele
Weinberg, Roberto
Kumaravel, Pirunthavan

[Journal Article]
Influence of Inner Surface Roughness on the Spectral Induced Polarization Response—A Numerical Study
In: JGR / Solid earth, 128 (6), e2022JB025548, 2023
[DOI: 10.1029/2022JB025548]

Zibulski, Eugen (Corresponding author)
Klitzsch, Norbert

[Abstract, Contribution to a conference proceedings]
Structural setting for a geothermal system at the eastern boundary of the Roer Valley Rift System - A case study from the Viersen Fault Zone in the vicinity of Straelen, Germany
In: Abstracts & presentations / EGU General Assembly 2023, EGU23-11457, 1 Seite, 2023
[DOI: 10.5194/egusphere-egu23-11457]

Jüstel, Alexander Magnus (Corresponding author)
Rubach, Philipp
Balza Morales, Andrea
Kettermann, Michael
Ritzmann, Oliver
et al.

[Abstract, Contribution to a conference proceedings]
Insights on structural deformation within the Münsterland, Germany, from legacy and newly acquired 2D seismic data for the development of conventional geothermal systems
In: Abstracts & presentations / EGU General Assembly 2023, EGU23-11331, 1 Seite, 2023
[DOI: 10.5194/egusphere-egu23-11331]

Ackermann, Nicklas (Corresponding author)
Jüstel, Alexander Magnus
Kettermann, Michael
Ritzmann, Oliver
Bussmann, Gregor
et al.

[Journal Article]
Spatial distribution of Mesozoic deposits and their temperature ranges within the Weser-Wiehengebirge Syncline of the inverted Lower Saxony Basin, Minden area, Germany
In: Advances in geosciences, 58, 121-134, 2023
[DOI: 10.5194/adgeo-58-121-2023]

Jüstel, Alexander Magnus
Knaub, Olga
Strozyk, Frank
Bussmann, Gregor
Wellmann, Jan Florian
et al.

[Journal Article]
Superpixel segmentations for thin sections: Evaluation of methods to enable the generation of machine learning training data sets
In: Computers & geosciences, 170, 105232, 2022
[DOI: 10.1016/j.cageo.2022.105232]

Yu, Jiaxin
Wellmann, Jan Florian (Corresponding author)
Virgo, Simon Matthias
von Domarus, Marven
Jiang, Mingze
et al.

[Abstract, Contribution to a conference proceedings]
The Value of Scientific Machine Learning for Geothermal Applications
In: Abstracts & presentations / EGU General Assembly 2022, EGU22-6919, 1 Seite, 2022
[DOI: 10.5194/egusphere-egu22-6919]

Degen, Denise Melanie (First author)
Cacace, Mauro
Moulaeifard, Seyyedmohammad
Wellmann, Jan Florian (Last author)

[Abstract, Contribution to a conference proceedings]
Estimating the subsurface thermal conductivity and its uncertainty for shallow geothermal energy use - a methodology based on publicly available data
In: Abstracts & presentations / EGU General Assembly 2022, 2 Seiten, 2022
[DOI: 10.5194/egusphere-egu22-9853]

Heim, Elisa
Laska, Marius
Becker, Ralf
Klitzsch, Norbert

[Journal Article]
Ice Transit and Performance Analysis for Cryorobotic Subglacial Access Missions on Earth and Europa
In: Astrobiology, 23, 2022
[DOI: 10.1089/ast.2021.0071]

Boxberg, Marc Sebastian (Corresponding author)
Chen, Qian
Plesa, Ana-Catalina
Kowalski, Julia

[Journal Article]
Petrophysical characterization, BIB-SEM imaging, and permeability models of tight carbonates from the Upper Jurassic (Malm ß), SE Germany
In: Geothermal Energy, 10 (1), 30, 2022
[DOI: 10.1186/s40517-022-00239-x]

Freitag, Simon (Corresponding author)
Klaver, Jop
Malai, Iulian S.
Klitzsch, Norbert
Urai, Janos
et al.

[Journal Article]
Uncertainty quantification of geologic model parameters in 3D gravity inversion by Hessian-informed Markov chain Monte Carlo
In: Geophysics, 88 (1), 1-78, 2022
[DOI: 10.1190/geo2021-0728.1]

Liang, Zhouji
Wellmann, Jan Florian
Ghattas, Omar

[Journal Article]
3D multi-physics uncertainty quantification using physics-based machine learning
In: Scientific reports, 12 (1), 17491, 2022
[DOI: 10.1038/s41598-022-21739-7]

Degen, Denise Melanie (Corresponding author)
Cacace, Mauro
Wellmann, Jan Florian (Last author)

[Journal Article]
Automated geological model updates during TBM operation - An approach based on probabilistic machine learning concepts
In: Geomechanics and tunnelling = Geomechanik und Tunnelbau, 15 (5), 635-641, 2022
[DOI: 10.1002/geot.202200053]

Wellmann, Jan Florian (Corresponding author)
Amann, Florian
de la Varga, Miguel
Chudalla, Nils

[Journal Article]
Enhancing fracture network characterization: A data-driven, outcrop-based analysis
In: Computers and geotechnics, 152, 104997, 2022
[DOI: 10.1016/j.compgeo.2022.104997]

Zhu, Weiwei
He, Xupeng
Santoso, Ryan Kurniawan
Lei, Gang
W. Patzek, Tadeusz
et al.

[Journal Article]
Impacts of fracture properties on the formation and development of stimulated reservoir volume: A global sensitivity analysis
In: Journal of petroleum science and engineering, 217, 110852, 2022
[DOI: 10.1016/j.petrol.2022.110852]

Zhu, Weiwei
He, Xupeng
Li, Yiteng
Lei, Gang
Santoso, Ryan Kurniawan
et al.

[Contribution to a book, Journal Article]
Can we infer the percolation status of 3D fractured media from 2D outcrops?
In: Engineering geology, 302, 106648, 2022
[DOI: 10.1016/j.enggeo.2022.106648]

Zhu, Weiwei
Lei, Gang
He, Xupeng
Yang, Yafan
Santoso, Ryan Kurniawan
et al.

[Contribution to a book]
Geological Modeling 4.0 : from Static Models to Dynamic Tools
In: Handbook Industry 4.0 : law, technology, society / Walter Frenz, editor, 807-819, 2022
[DOI: 10.1007/978-3-662-64448-5_42]

Wellmann, Jan Florian (Corresponding author)

[Contribution to a book, Journal Article]
Estimating the Subsurface Thermal Conductivity and Its Uncertainty for Shallow Geothermal Energy Use : A Workflow and Geoportal Based on Publicly Available Data
In: Energies, 15 (10), 3687, 2022
[DOI: 10.3390/en15103687]

Heim, Elisa (Corresponding author)
Laska, Marius
Becker, Ralf
Klitzsch, Norbert

[Dissertation / PhD Thesis]
Integrated modeling workflows for characterizing offshore freshened groundwater : a New Jersey shelf case study, 2022
[DOI: 10.18154/RWTH-2022-05049]

Thomas, Ariel Tremayne

[Book]
State of the Art in Deep Geothermal Energy in Europe : With Focus on Direct Heating
In: SpringerBriefs in Earth System Sciences, 2022
[DOI: 10.1007/978-3-030-96870-0]

Fink, Johanna
Heim, Elisa
Klitzsch, Norbert

[Journal Article]
An integrated modeling scheme for characterizing 3D hydrogeological heterogeneity of the New Jersey shelf
In: Marine geophysical research, 43 (2), 11, 2022
[DOI: 10.1007/s11001-022-09475-z]

Thomas, Ariel Tremayne (Corresponding author)
von Harten, Jan
Jusri, Tomi
Reiche, Sönke
Wellmann, Jan Florian

[Abstract, Contribution to a conference proceedings]
Geothermal exploitation in the inverted part of the Lower Saxony Basin: A case study from the Minden area
In: Abstracts & presentations / EGU General Assembly 2022, EGU22-12492, 2 Seiten, 2022
[DOI: 10.5194/egusphere-egu22-12492]

Knaub, Olga
Jüstel, Alexander Magnus
Bussmann, Gregor
Wellmann, Jan Florian
Kukla, Peter

[Journal Article]
The role of geological models and uncertainties in safety assessments
In: Environmental earth sciences, 81 (7), 190, 2022
[DOI: 10.1007/s12665-022-10305-z]

Bjorge, Merle (Corresponding author)
Kreye, Phillip
Heim, Elisa
Wellmann, Jan Florian
Rühaak, Wolfram

[Journal Article]
Open AR-Sandbox : A haptic interface for geoscience education and outreach
In: Geosphere, 18 (2), 732-749, 2022
[DOI: 10.1130/GES02455.1]

Wellmann, Jan Florian
Virgo, Simon Matthias
Escallon, Daniel
de la Varga Hormazabal, Miguel
Jüstel, Alexander Magnus
et al.

[Journal Article]
Mitigation of installation-related effects for small-scale borehole-to-surface ERT
In: Journal of applied geophysics, 104530, 2022
[DOI: 10.1016/j.jappgeo.2022.104530]

Ochs, Johanna (Corresponding author)
Klitzsch, Norbert
Wagner, Florian Michael

[Master Thesis]
Making sense of isogeometric analysis for geothermal applications : parametric geomodeling (NURBS) for fast model construction, simulation and adaptation, 2021

Escallón, Daniel
Degen, Denise Melanie (Consultant)
Moulaeifard, Seyyedmohammad (Consultant)

[Bachelor Thesis]
Quantum computing for Open-Pit optimization, 2021

Schade, Malte Leander
Degen, Denise Melanie (Consultant)

[Abstract, Contribution to a conference proceedings]
Uncertainty Quantification for Coupled Geothermal Applications Using Physics-Based Machine Learning
In: AGU Fall Meeting 2021, held in New Orleans, LA, 13-17 December 2021, id. MR55B-0021., 2021

Degen, Denise Melanie (First author)
Cacace, Mauro
Wellmann, Jan Florian (Last author)

[Contribution to a conference proceedings, Poster]
NEXD: A Software Package for Seismic Wave Simulation in Complex Geological Media - New Developments
In: DGG 81. Jahrestagung 2021, 1 Seite, 2021
[DOI: 10.23689/FIDGEO-3973]

Boxberg, Marc Sebastian (Corresponding author)
Lamert, Andre
Möller, Thomas
Friederich, Wolfgang

[Contribution to a conference proceedings, Poster]
Simulation of Seismic Wave Propagation in Porous Rocks Considering the Exploration and the Monitoring of Geological Reservoirs
In: DGG 81. Jahrestagung 2021, 1 Seite, 2021
[DOI: 10.23689/FIDGEO-3967]

Boxberg, Marc Sebastian (Corresponding author)
Friederich, Wolfgang

[Contribution to a conference proceedings, Poster]
Computational Modelling of Coupled Heat Transport between the Heterogeneous Earth and an Overlying Ice Sheet
In: DGG 81. Jahrestagung 2021, 1 Seite, 2021
[DOI: 10.23689/fidgeo-3963]

Bodenburg, Sascha Barbara (Corresponding author)
Reiche, Sönke
Blachut, Wojciech
Hübscher, Christian
Kowalski, Julia

[Abstract]
Open-source and open data: combining both worlds for optimised decision making in geological subsurface models
In: DGGV-E-Publikationen, 2021
[DOI: 10.48380/dggv-pamv-j654]

Wellmann, Jan Florian
de la Varga Hormazabal, Miguel
Jüstel, Alexander Magnus

[Abstract]
Bias evaluated structural and probabilistic subsurface modelling: a case study of the Münsterland Basin, NW Germany
In: DGGV-E-Publikationen, 2021
[DOI: 10.48380/dggv-c68a-8822]

Pischke, Marius
Jüstel, Alexander Magnus
Strozyk, Frank
Kukla, Peter
Wellmann, Jan Florian

[Abstract, Contribution to a conference proceedings]
KI:STE Project − AI Strategy for Earth System Data
In: Abstracts & presentations / EGU General Assembly 2021, EGU21-211, 1 Seite, 2021
[DOI: 10.5194/egusphere-egu21-211]

Stadtler, Scarlet
Kowalski, Julia
Abel, Markus
Roscher, Ribana
Crewell, Susanne
et al.

[Abstract, Contribution to a conference proceedings]
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, EGU21-10726, 1 Seite, 2021
[DOI: 10.5194/egusphere-egu21-10726]

Bodenburg, Sascha Barbara (Corresponding author)
Reiche, Sönke
Hübscher, Christian
Kowalski, Julia

[Contribution to a conference proceedings, Poster]
TRIPLE - Ice Data Hub, Model-based Mission Support and Forefield Reconnaissance System
In: DGG 81. Jahrestagung 2021, 1 Seite, 2021
[DOI: 10.23689/FIDGEO-3968]

Boxberg, Marc Sebastian (Corresponding author)
Audehm, Jan
Becker, Fabian
Boledi, Leonardo
Burgmann, Ben
et al.

[Abstract, Contribution to a conference proceedings]
Concepts to utilize planetary analogue studies for icy moon exploration missions
In: Abstracts & presentations / EGU General Assembly 2021, EGU21-13052, 2021
[DOI: 10.5194/egusphere-egu21-13052]

Boxberg, Marc Sebastian
Baader, Fabian
Boledi, Leonardo
Chen, Qian
Dachwald, Bernd
et al.

[Dissertation / PhD Thesis]
Novel methodology for measuring groundwater flow across borehole heat exchangers, 2021
[DOI: 10.18154/RWTH-2022-02204]

Michalski, Alexander Jan

[Abstract, Contribution to a conference proceedings]
Emulation techniques for rapid flow-like geohazards : a case study-based performance analysis
In: Abstracts & presentations / EGU General Assembly 2021, EGU2021-2453, 2 Seiten, 2021
[DOI: 10.5194/egusphere-egu21-2453]

Yildiz, Anil
Baselt, Ivo
Edrich, Ann-Kathrin Margarete
Fischer, Jan-Thomas
Mergili, Martin
et al.

[Dissertation / PhD Thesis]
Resource assessment and performance predictions in unconventional geothermal reservoirs, 2021
[DOI: 10.18154/RWTH-2022-00925]

Deb, Paromita

[Preprint]
An overview of multimethod imaging approaches in environmental geophysics, 2021
[DOI: 10.31223/X5HP67]

Wagner, Florian Michael
Uhlemann, Sebastian

[Contribution to a book]
An overview of multimethod imaging approaches in environmental geophysics
In: Inversion of Geophysical Data, 1-72, 2021
[DOI: 10.1016/bs.agph.2021.06.001]

Wagner, Florian Michael (Corresponding author)
Uhlemann, Sebastian

[Journal Article]
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 (12), 5423-5445, 2021
[DOI: 10.5194/tc-15-5423-2021]

Simson, Anna (Corresponding author)
Löwe, Henning
Kowalski, Julia

[Journal Article]
Improved estimation of ice and water contents in alpine permafrost through constrained petrophysical joint inversion: The Hoher Sonnblick case study
In: Geophysics, 86 (5), WB61-WB75, 2021
[DOI: 10.1190/geo2020-0592.1]

Steiner, Matthias (Corresponding author)
Wagner, Florian Michael
Maierhofer, Theresa
Schöner, Wolfgang
Flores Orozco, Adrián

[Journal Article]
Strategies to overcome near surface disturbances while inverting time-lapse surface ERT data
In: Journal of applied geophysics, 195, 104463, 2021
[DOI: 10.1016/j.jappgeo.2021.104463]

von Bülow, Rhea (Corresponding author)
Klitzsch, Norbert
Wellmann, Jan Florian

[Contribution to a conference proceedings, Journal Article]
Connecting Dynamic Heat Demands of Buildings with Borehole Heat Exchanger Simulations for Realistic Monitoring and Forecast
In: Advances in geosciences, 56, 45-56, 2021
[DOI: 10.5194/adgeo-56-45-2021]

Niederau, Jan Frederik (Corresponding author)
Fink, Johanna
Lauster, Moritz Robert