Foto Wagner

Person

Prof.

Florian Wellmann

PhD Universitätsprofessor
Lehrstuhl für Numerische Geowissenschaften, Geothermie und Reservoirgeophysik

Adresse

Raum: 00.01

Mathieustr. 30

52074 Aachen

Kontakt

WorkPhone
Telefon: +49 241 80 49881
Fax Fax: +49 241 80 649889
 

Publikationen

Titel Autor(en)
[Fachzeitschriftenartikel]
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)
[Fachzeitschriftenartikel]
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
Wellmann, Jan Florian
[Fachzeitschriftenartikel]
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
[Konferenzbeitrag]
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
Kukla, Peter
[Abstract, Beitrag zu einem Tagungsband]
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
Wellmann, Jan Florian
[Abstract, Beitrag zu einem Tagungsband]
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
Lehmann, Carsten
Wellmann, Jan Florian
[Fachzeitschriftenartikel]
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
Kukla, Peter
[Fachzeitschriftenartikel]
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
Schmatz, Joyce
Leibe, Bastian
[Abstract, Beitrag zu einem Tagungsband]
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)
[Fachzeitschriftenartikel]
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
[Fachzeitschriftenartikel]
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)
[Fachzeitschriftenartikel]
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
[Buchbeitrag]
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)
[Abstract, Beitrag zu einem Tagungsband]
GeoBlocks: Bausteine zur Quantifizierung von Ungewissheiten inGeologischen Modellen
In: Tage der Standortauswahl : Tagungsband zur Veranstaltung 2022 in Aachen, 41-41, 2022
Achtziger-Zupancic, Peter
Kukla, Peter
Bond, Clare
Laurich, Ben
Jähne-Klingenberg, Fabian
Bense, Frithjof
Stück, Heidrun
Wellmann, Jan Florian
[Fachzeitschriftenartikel]
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, Beitrag zu einem Tagungsband]
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
[Fachzeitschriftenartikel]
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
[Fachzeitschriftenartikel]
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
Wagner, Florian Michael
Kowalski, Julia
Zhao, Hu
Fehling, Robin
Chen, Qian
[Abstract, Beitrag zu einem Tagungsband]
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)
[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
[Fachzeitschriftenartikel]
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
[Fachzeitschriftenartikel]
Productivity enhancement of geothermal wells through fault zones: Efficient numerical evaluation of a parameter space for the Upper Jurassic aquifer of the North Alpine Foreland Basin
In: Geothermics : an international journal of geothermal research and its applications, 95, 102119, 2021
[DOI: 10.1016/j.geothermics.2021.102119]
Konrad, Florian
Savvatis, Alexandros
Degen, Denise Melanie
Wellmann, Jan Florian
Einsiedl, Florian
Zosseder, Kai (Corresponding author)
[Fachzeitschriftenartikel]
Global sensitivity analysis to optimize basin-scale conductive model calibration - A case study from the Upper Rhine Graben
In: Geothermics : an international journal of geothermal research and its applications, 95, 102143, 2021
[DOI: 10.1016/j.geothermics.2021.102143]
Degen, Denise Melanie (Corresponding author)
Veroy-Grepl, Karen
Freymark, Jessica Katja
Scheck-Wenderoth, Magdalena
Poulet, Thomas
Wellmann, Jan Florian
[Abstract, Beitrag zu einem Tagungsband]
Open AR-Sandbox: a Haptic Interface for Geoscience Education and Outreach
In: Abstracts & presentations / EGU General Assembly 2021, EGU21-15031, 1 Seite, 2021
[DOI: 10.5194/egusphere-egu21-15031]
Wellmann, Jan Florian (Corresponding author)
Virgo, Simon
Escallon, Daniel
de la Varga Hormazabal, Miguel
Jüstel, Alexander Magnus
Wagner, Florian Michael
Kowalski, Julia
Fehling, Robin
[Abstract]
Probabilistic Geomodeling: Recent Developments and Relationship to Reality
In: DGGV-E-Publikationen, 2020
[DOI: 10.48380/dggv-1zy8-7y78]
Wellmann, Jan Florian
de la Varga Hormazabal, Miguel
von Harten, Jan
Schaaf, Alexander
Heim, Elisa
Stamm, Fabian
Liang, Zhouji
Crummenerl, Stefan
Jüstel, Alexander Magnus
Güdük, Nilgün
[Abstract, Beitrag zu einem Tagungsband, Fachzeitschriftenartikel]
Probabilistic Geomodeling: Recent Developments and Relationship to Reality
In: Abstracts with programs / the Geological Society of America, 52 (6), 120-4, 2020
[DOI: 10.1130/abs/2020AM-357628]
Wellmann, Jan Florian
de la Varga Hormazabal, Miguel
von Harten, Jan
Schaaf, Alexander
Heim, Elisa
Jüstel, Alexander Magnus
Liang, Zhouji
[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
[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
[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
[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
[Fachzeitschriftenartikel]
Entropy production in a box: Analysis of instabilities in confined hydrothermal systems
In: Water resources research : WRR, 53 (9), 7716-7739, 2017
[DOI: 10.1002/2017WR020427]
Börsing, Nele
Wellmann, Jan Florian (Corresponding author)
Niederau, Jan Frederik
Regenauer-Lieb, Klaus
[Buchbeitrag, Beitrag zu einem Tagungsband]
Entropy production and attractors: Measures to quantify uncertainty and complexity introduced by convection
In: [European Geothermal Congress 2016, EGC2016, 2016-09-19 - 2016-09-24, Strasbourg, France], 7 Seiten, 2016
Niederau, Jan Frederik (Corresponding author)
Börsing, Nele
Clauser, Christoph
Wellmann, Jan Florian
[Fachzeitschriftenartikel]
IDEA League feiert 10-jähriges Bestehen ihres internationalen Masterprogramms "Joint Master in Applied Geophysics"
In: Mitteilungen / Deutsche Geophysikalische Gesellschaft, 2015 (3), 50-52, 2015
Clauser, Christoph (Corresponding author)
Drijkoningen, Guy
Hruška, Marina
Maurer, Hansruedi
Robertsson, Johan
Slob, Evert
van der Kruk, Jan
Wapenaar, Kees
Wellmann, Jan Florian
[Buchbeitrag, Beitrag zu einem Tagungsband]
Shape Optimization Methods Locating Layer Interfaces in Geothermal Reservoirs
In: European Geosciences Union General Assembly 2015 - Division Energy, Resources and Environment, EGU 2015 / Edited by Maria Ask, Suzanne Hangx, Viktor Bruckman and Michael Kühn, 321-330, 2015
[DOI: 10.1016/j.egypro.2015.07.869]
Huang, Simin (Corresponding author)
Wellmann, Jan Florian
Marquart, Gabriele
Herty, Michael
Clauser, Christoph
[Fachzeitschriftenartikel]
IDEA League celebrates ten years of applied geophysics teaching across international borders
In: First break, 33 (11), 16-17, 2015
Drijkoningen, Guy (Corresponding author)
Slob, Evert
Wapenaar, Kees
Clauser, Christoph
Hruška, Marina
van der Kruk, Jan
Wellmann, Jan Florian
Maurer, Hansruedi
Robertssson, Johan
[Abstract, Beitrag zu einem Tagungsband, Fachzeitschriftenartikel]
Shape optimization methods locating layer interfaces in geothermal reservoirs
In: Geophysical research abstracts, 17, 1 Seite, 2015
Simin, Huang (Corresponding author)
Wellmann, Jan Florian
Marquart, Gabriele
Clauser, Christoph
Herty, Michael