[Fachzeitschriftenartikel]
Quantifying and reducing uncertainty in play mapping by using information entropy and Bayesian inference
In: First break, 38 (12), 43-49, 2020
[DOI: 10.3997/1365-2397.fb2020087]

Wendebourg, Benjamin
Wellmann, Jan Florian
Kukla, Peter

[Doktorarbeit]
Application of the reduced basis method in geophysical simulations: concepts, implementation, advantages, and limitations, 2020
[DOI: 10.18154/RWTH-2020-12042]

Degen, Denise Melanie

[Abstract, Beitrag zu einem Tagungsband]
Detecting subsurface interfaces with a physics-based level-set segmentation and additional geological constraints
In: Abstracts & presentations / EGU General Assembly 2020, EGU2020-22526, 1 Seite, 2020
[DOI: 10.5194/egusphere-egu2020-22526]

Wellmann, Jan Florian (Corresponding author)
Berkels, Benjamin

[Masterarbeit]
Knowledge driven machine learning image segmentation on thin section images, 2020

Yu, Jiaxin

[Abstract, Beitrag zu einem Tagungsband]
Generating a pixel-wise annotated training dataset to train ML algorithms for mineral identification in rock thin sections
In: Abstracts & presentations / EGU General Assembly 2020, EGU2020-18865, 1 Seite, 2020
[DOI: 10.5194/egusphere-egu2020-18865]

Yu, Jiaxin (Corresponding author)
Schmatz, Joyce
von Domarus, Marven
Jiang, Mingze
Virgo, Simon Matthias
et al.

[Fachzeitschriftenartikel]
Histogram via entropy reduction (HER): an information-theoretic alternative for geostatistics
In: Hydrology and earth system sciences, 24 (9), 4523-4540, 2020
[DOI: 10.5194/hess-24-4523-2020]

Thiesen, Stephanie (Corresponding author)
Vieira, Diego M.
Mälicke, Mirko
Loritz, Ralf
Wellmann, Jan Florian
et al.

[Konferenzbeitrag]
Geostatistical interpolation and simulation of geological properties considering regional deformation
In: EGU2020: Sharing Geoscience online 2020-05-04 - 2020-05-08, 2020
[DOI: 10.5194/egusphere-egu2020-21115]

von Harten, Jan (Corresponding author)
de la Varga Hormazabal, Miguel
Wellmann, Jan Florian

[Abstract, Beitrag zu einem Tagungsband]
Uncertainty quantification in geological modelling by Hessian-informed MCMC
In: Abstracts & presentations / EGU General Assembly 2020, EGU2020-20042, 1 Seite, 2020
[DOI: 10.5194/egusphere-egu2020-20042]

Liang, Zhouji (Corresponding author)
Wellmann, Jan Florian

[Fachzeitschriftenartikel]
Certified reduced basis method in geosciences : Addressing the challenge of high-dimensional problems
In: Computational geosciences, 24 (1), 241-259, 2020
[DOI: 10.1007/s10596-019-09916-6]

Degen, Denise Melanie (Corresponding author)
Veroy-Grepl, Karen
Wellmann, Jan Florian

[Abstract, Beitrag zu einem Tagungsband, Fachzeitschriftenartikel]
Open-AR-Sandbox : An open-source Augmented Reality platform for geoscience
In: Geophysical research abstracts : GRA, 21, EGU2019-14925, 2019
[DOI: 10.18154/RWTH-2020-09454]

Virgo, Simon Matthias (Corresponding author)
de la Varga Hormazabal, Miguel
Wellmann, Jan Florian

[Fachzeitschriftenartikel]
Analyzing the influence of correlation length in permeability on convective systems in heterogeneous aquifers using entropy production
In: Geothermal Energy, 7 (1), 35, 2019
[DOI: 10.1186/s40517-019-0151-6]

Niederau, Jan Frederik (Corresponding author)
Wellmann, Jan Florian
Börsing, Nele

[Fachzeitschriftenartikel]
Actors, actions, and uncertainties : optimizing decision-making based on 3-D structural geological models
In: Solid earth : SE, 10 (6), 2015-2043, 2019
[DOI: 10.5194/se-10-2015-2019]

Stamm, Fabian Antonio (Corresponding author)
de la Varga, Miguel
Wellmann, Jan Florian

[Abstract, Beitrag zu einem Tagungsband, Fachzeitschriftenartikel]
Investigating effects of near-surface resistivity changes on time-lapse ERTinversion
In: Geophysical research abstracts : GRA, 21, EGU2019-16879, 2019
[DOI: 10.18154/RWTH-2019-08960]

von Bülow, Rhea
Klitzsch, Norbert
Degen, Denise Melanie
Wellmann, Jan Florian

[Fachzeitschriftenartikel]
Petrophysical and geochemical characterization of potential unconventional gas shale reservoirs in the southern Karoo Basin, South Africa
In: International journal of coal geology, 212, 103249, 2019
[DOI: 10.1016/j.coal.2019.103249]

Nolte, Steffen (Corresponding author)
Geel, Claire
Amann-Hildenbrand, Alexandra
Krooss, Bernhard
Littke, Ralf

[Fachzeitschriftenartikel]
Pattern extraction of top‐ and subsoil heterogeneity and soil‐crop interaction using unsupervised Bayesian machine learning: an application to satellite‐derived NDVI time series and electromagnetic induction measurements
In: Journal of geophysical research : JGR / G, 124 (6), 1524-1544, 2019
[DOI: 10.1029/2019JG005046]

Wang, Hui (Corresponding author)
Wellmann, Jan Florian
Zhang, Tianqi
Schaaf, Alexander
Kanig, Robin Maximilian
et al.

[Fachzeitschriftenartikel]
A Bayesian unsupervised learning approach for identifying soil stratification using cone penetration data
In: Canadian geotechnical journal = Revue canadienne de géotechnique, 56 (8), 1184-1205, 2018
[DOI: 10.1139/cgj-2017-0709]

Wang, Hui (Corresponding author)
Wang, Xiangrong (Corresponding author)
Wellmann, Jan Florian
Liang, Robert Y.

[Masterarbeit]
Geostatistical modeling in deformed grids, 2019

von Harten, Jan

[Masterarbeit]
Stochastic simulation and sources of uncertainty in mapping-based 3-D structural geological models, 2019

Heim, Elisa

[Fachzeitschriftenartikel]
Late Cretaceous age of eclogite facies metamorphism of the Sanbagawa belt in the Asemi River area, Shikoku (SW Japan) : Evidence from detrital zircon
In: Journal of Asian earth sciences, 177, 48-51, 2019
[DOI: 10.1016/j.jseaes.2019.03.003]

Knittel, Ulrich (Corresponding author)
Walia, Monika
Suzuki, Shigeyuki
Lee, Yuan-Hsi

[Abstract, Beitrag zu einem Tagungsband, Fachzeitschriftenartikel]
Is it possible to capture epistemic uncertainty in geological models?
In: Geophysical research abstracts : GRA, 21, EGU2019-17448, 2019
[DOI: 10.18154/RWTH-2019-06249]

Heim, Elisa (Corresponding author)
de la Varga, Miguel (Corresponding author)
Virgo, Simon Matthias (Contributor)
Wellmann, Jan Florian

[Preprint]
3-D Structural Geological Models : Concepts, Methods, and Uncertainties, 2019
[DOI: 10.18154/RWTH-2019-01410]

Wellmann, Jan Florian (Corresponding author)
Caumon, Guillaume

[Fachzeitschriftenartikel]
GemPy 1.0 : open-source stochastic geological modeling and inversion
In: Geoscientific model development discussions : GMDD, 12 (1), 1-32, 2018
[DOI: 10.5194/gmd-12-1-2019]

de la Varga, Miguel (Corresponding author)
Schaaf, Alexander
Wellmann, Jan Florian

[Abstract, Beitrag zu einem Tagungsband, Fachzeitschriftenartikel]
Topographic uncertainty in mass flow simulations - preliminary results
In: Geophysical Research Abstracts : GRA, 20, EGU2018-14858, 2018
[DOI: 10.18154/RWTH-CONV-246932]

Kowalski, Julia
Zhao, Hu
Selles, Marieke
Wellmann, Jan Florian

[Fachzeitschriftenartikel]
Evaluation of a workflow to derive terrestrial light detection and ranging fracture statistics of a tight gas sandstone reservoir analog
In: AAPG bulletin, 102 (11), 2355-2387, 2018
[DOI: 10.1306/04251817103]

Wüstefeld, Patrick (Corresponding author)
de Medeiros, Maite (Corresponding author)
Koehrer, Bastian (Corresponding author)
Sibbing, Dominik (Corresponding author)
Kobbelt, Leif (Corresponding author)
et al.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Evolution of small-scale flow barriers in German Rotliegend siliciclastics
In: Reservoir quality of clastic and carbonate rocks : analysis, modelling and prediction / edited by P.J. Armitage (BP Upstream Technology, UK), A.R. Butcher (Geological Survey of Finland, Finland), J.M. Churchill (Shell UK Ltd, UK), A.E. Csoma (MOL Group Exploration, Hungary), C. Hollis (University of Manchester, UK), R.H. Lander (Geocosm, USA), J.E. Omma (Rocktype, UK) and R.H. Worden (University of Liverpool, UK), 141-160, 2018
[DOI: 10.1144/SP435.3]

Busch, Benjamin (Corresponding author)
Winkler, Rebecca
Osivandi, Keyvan
Nover, Georg
Amann-Hildenbrand, Alexandra
et al.

[Buchbeitrag]
3-D Structural geological models : Concepts, methods, and uncertainties
In: Advances in Geophysics. - 59, 1-121, 2018
[DOI: 10.1016/bs.agph.2018.09.001]

Wellmann, Jan Florian (Corresponding author)
Caumon, Guillaume

[Fachzeitschriftenartikel]
Hf isotopes from Palawan Continental Terrane, Philippines-clues to the evolution of sediment sources
In: Terrestrial, atmospheric and oceanic sciences, 29 (5), 523-534, 2018
[DOI: 10.3319/TAO.2018.02.23.01]

Walia, Monika
Knittel, Ulrich

[Fachzeitschriftenartikel]
Multiphase Structural Evolution of a Continental Margin During Obduction Orogeny: Insights From the Jebel Akhdar Dome, Oman Mountains
In: Tectonics, 37 (3), 888-913, 2018
[DOI: 10.1002/2016TC004442]

Grobe, Arne Steffen
Virgo, Simon Matthias
von Hagke, Christoph
Urai, Janos
Littke, Ralf

[Fachzeitschriftenartikel]
Reservoir quality and burial model evaluation by kinetic quartz and illite cementation modeling: Case study of Rotliegendes, north Germany
In: AAPG bulletin, 102 (2), 293-307, 2018
[DOI: 10.1306/0503171605217075]

Busch, Benjamin (Corresponding author)
Hilgers, Christoph (Corresponding author)
Lander, Robert H. (Corresponding author)
Bonnell, Linda M. (Corresponding author)
Adelmann, Dirk (Corresponding author)

[Fachzeitschriftenartikel]
A method for slope stability analysis considering subsurface stratigraphic uncertainty
In: Landslides, 1, 1-12, 2017
[DOI: 10.1007/s10346-017-0925-5]

Wang, Xiangrong
Wang, Hui (Corresponding author)
Liang, Robert Y.

[Fachzeitschriftenartikel]
A hidden Markov random field model based approach for probabilistic site characterization using multiple cone penetration test data
In: Structural safety, 70, 128-138, 2017
[DOI: 10.1016/j.strusafe.2017.10.011]

Wang, Xiangrong
Wang, Hui (Corresponding author)
Liang, Robert Y.
Zhu, Hehua
Di, Honggui

[Buchbeitrag]
Uncertainty estimation for a geological model of the Sandstone greenstone belt, Western Australia - insights from integrated geological and geophysical inversion in a Bayesian inference framework
In: Characterization of ore-forming systems from geological, geochemical and geophysical studies / edited by K. Gessner (Geological Survey of Western Australia, Australia), T.G. Blenkinsop (Cardiff University, UK), and P. Sorjonen-Ward (Geological Survey of Finland, Finland), 16 Seiten, 2018
[DOI: 10.1144/SP453.12]

Wellmann, Jan Florian (Corresponding author)
de la Varga, Miguel
Murdie, Ruth E.
Gessner, Klaus
Jessell, Mark

[Fachzeitschriftenartikel]
Multiphase boudinage : a case study of amphibolites in marble in the Naxos migmatite core
In: Solid earth : SE, 9 (1), 91-113, 2018
[DOI: 10.5194/se-9-91-2018]

Virgo, Simon Matthias (Corresponding author)
von Hagke, Christoph
Urai, Janos

[Buchbeitrag, Beitrag zu einem Tagungsband]
Standardized Automated Multiscale Imaging Technologies to Quantify Microstructure and Petrophysical Properties in a Range of Rock Types
In: Energy, technology, sustainability - time to open a new chapter : 79th EAGE Conference and Exhibition 2017 : Paris, France, 12-15 June 2017 / European Association of Geoscientists & Engineers (EAGE). - Volume 7, 4974-4978, 2017

Schmatz, Joyce
Klaver, Jop
Virgo, Simon Matthias
Jiang, Mingze
von Hagke, Christoph
et al.

[Abstract, Fachzeitschriftenartikel]
Jupyter Notebooks as tools for interactive learning of Concepts in Structural Geology and efficient grading of exercises
In: Geophysical Research Abstracts, 19, EGU2017-17191, 2017
[DOI: 10.18154/RWTH-2018-230917]

Niederau, Jan Frederik
Wellmann, Jan Florian
Maersch, Jannik
Urai, Janos

[Abstract]
Standardized Automated Multiscale Imaging Technologies to Quantify Microstructure and Petrophysical Properties in a Range of Rock Types
In: 79. EAGE Conference and Exhibition Paris 2017-06-12 - 2017-06-16, 2017
[DOI: 10.3997/2214-4609.201701446]

Schmatz, Joyce
Klaver, Jop
Virgo, Simon Matthias
Jiang, Mingze
von Hagke, Christoph
et al.

[Abstract]
Investigating Darcy Convection in Geothermal Systems using Stream Function Formulations
In: 5. European Geothermal Workshop - Characterization of Deep Geothermal Systems Karlsruhe 2017-10-12 - 2017-10-13, 2017

Huang, Powei
Wellmann, Jan Florian

[Konferenzbeitrag]
The Reduced Basis Method in Geosciences : Practical examples for numerical forward simulations
In: AGU Fall Meeting New Orleans 2017-12-11 - 2017-12-15, 2017

Degen, Denise Melanie
Veroy-Grepl, Karen
Wellmann, Jan Florian

[Abstract, Beitrag zu einem Tagungsband]
Geoscientific Application of the Reduced Basis Method using the Finite Element Solver MOOSE and High-Performance-Computing Infrastructures
In: [4th International Conference on Computational Engineering, ICCE 2017, 2017-09-28 - 2017-09-29, Darmstadt, Germany], 55-56, 2017

Degen, Denise Melanie
Veroy-Grepl, Karen
Wellmann, Jan Florian

[Abstract, Fachzeitschriftenartikel]
Usage of the Reduced Basis Method and High-Performance Simulations in Geosciences
In: Geophysical Research Abstracts, 19, EGU2017-8356, 2017
[DOI: 10.18154/RWTH-2018-222480]

Degen, Denise Melanie
Veroy-Grepl, Karen
Wellmann, Jan Florian

[Fachzeitschriftenartikel]
Methods and uncertainty estimations of 3-D structural modelling in crystalline rocks: a case study
In: Solid earth : SE, 8 (5), 987-1002, 2017
[DOI: 10.5194/se-8-987-2017]

Schneeberger, Raphael (Corresponding author)
de la Varga, Miguel
Egli, Daniel
Berger, Alfons
Kober, Florian
et al.

[Fachzeitschriftenartikel]
POROSITY AND PERMEABILITY VARIATIONS IN A TIGHT GAS SANDSTONE RESERVOIR ANALOGUE, WESTPHALIAN D, LOWER SAXONY BASIN, NW GERMANY: INFLUENCE OF DEPOSITIONAL SETTING AND DIAGENESIS
In: Journal of petroleum geology, 40 (4), 363-389, 2017
[DOI: 10.1111/jpg.12685]

Becker, I. (Corresponding author)
Wüstefeld, Patrick
Koehrer, B.
Felder, M.
Hilgers, C.

[Fachzeitschriftenartikel]
Kilometer-scale fault-related thermal anomalies in tight gas sandstones
In: Marine and petroleum geology, 86, 288-303, 2017
[DOI: 10.1016/j.marpetgeo.2017.05.015]

Wüstefeld, Patrick (Corresponding author)
Hilse, Ulrike
Lüders, Volker
Wemmer, Klaus
Koehrer, Bastian
et al.

[Fachzeitschriftenartikel]
Critical evaluation of an Upper Carboniferous tight gas sandstone reservoir analog: Diagenesis and petrophysical aspects
In: Marine and petroleum geology, 86, 689-710, 2017
[DOI: 10.1016/j.marpetgeo.2017.05.034]

Wüstefeld, Patrick (Corresponding author)
Hilse, Ulrike
Koehrer, Bastian
Adelmann, Dirk
Hilgers, Christoph

[Fachzeitschriftenartikel]
Cementation and structural diagenesis of fluvio-aeolian Rotliegend sandstones, northern England
In: Journal of the Geological Society, 174 (5), 855-868, 2017
[DOI: 10.1144/jgs2016-122]

Busch, Benjamin (Corresponding author)
Hilgers, Christoph
Gronen, Lars
Adelmann, Dirk

[Fachzeitschriftenartikel]
Transpression and tectonic exhumation in the Heimefrontfjella, western orogenic front of the East African/Antarctic Orogen, revealed by quartz textures of high strain domains
In: Polar research, 35, 25420, 2016
[DOI: 10.3402/polar.v35.25420]

Bauer, Wilfried (Corresponding author)
Siemes, Heinrich
Spaeth, Gerhard
Jacobs, Joachim

[Buchbeitrag, Beitrag zu einem Tagungsband, Fachzeitschriftenartikel]
Topology and Uncertainty in 3D Geology
In: Proceedings of the ... biennial SGA meeting, 13, 1755-1758, 2015

Thiele, Sam
Jessell, Mark W.
Lindsay, Mark
Micklethwaite, Steve
Wellmann, Jan Florian

[Fachzeitschriftenartikel]
Facies delineation by using a multivariate statistical model from onshore wells in the Nile Delta
In: Zeitschrift der Deutschen Gesellschaft für Geowissenschaften : ZDGG, 166 (4), 375-390, 2015
[DOI: 10.1127/zdgg/2015/0040]

Krott, Dieter (Corresponding author)
Hilgers, Christoph (Corresponding author)
Bücker, Christian (Corresponding author)

[Buch]
Gefügekunde natürlich und experimentell verformter Erze am Institut für Mineralogie und Lagerstättenlehre der RWTH Aachen University, 1933 bis 2015 : eine Dokumentation, 2015

Siemes, Heinrich

[Fachzeitschriftenartikel]
Economic feasibility of pipe storage and underground reservoir storage options for power-to-gas load balancing
In: Energy conversion and management, 102, 258-266, 2015
[DOI: 10.1016/j.enconman.2015.04.070]

Budny, Christoph
Madlener, Reinhard (Corresponding author)
Hilgers, Christoph