Person
Prof.Florian Wellmann
PhD UniversitätsprofessorLehrstuhl 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 |