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J. Florian Wellmann
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Uncertainties have a meaning: Information entropy as a quality measure for 3-D geological models
JF Wellmann, K Regenauer-Lieb
Tectonophysics 526, 207-216, 2012
3082012
Towards incorporating uncertainty of structural data in 3D geological inversion
JF Wellmann, FG Horowitz, E Schill, K Regenauer-Lieb
Tectonophysics 490 (3-4), 141-151, 2010
2422010
3-D Structural geological models: Concepts, methods, and uncertainties
F Wellmann, G Caumon
Advances in geophysics 59, 1-121, 2018
2272018
GemPy 1.0: open-source stochastic geological modeling and inversion
M de la Varga, A Schaaf, F Wellmann
Geoscientific Model Development 12 (1), 1-32, 2019
1342019
Next generation three-dimensional geologic modeling and inversion
M Jessell, L Aillères, E De Kemp, M Lindsay, F Wellmann, M Hillier, ...
1292014
A segmentation approach for stochastic geological modeling using hidden Markov random fields
H Wang, JF Wellmann, Z Li, X Wang, RY Liang
Mathematical Geosciences 49, 145-177, 2017
882017
The topology of geology 1: Topological analysis
ST Thiele, MW Jessell, M Lindsay, V Ogarko, JF Wellmann, ...
Journal of Structural Geology 91, 27-38, 2016
852016
Beyond the second law
RC Dewar, CH Lineweaver, RK Niven, K Regenauer-Lieb
Entropy production and non-equilibrium systems, 2014
812014
Python scripting libraries for subsurface fluid and heat flow simulations with TOUGH2 and SHEMAT
JF Wellmann, A Croucher, K Regenauer-Lieb
Computers & Geosciences 43, 197-206, 2012
742012
Uncertainty estimation for a geological model of the Sandstone greenstone belt, Western Australia–insights from integrated geological and geophysical inversion in a Bayesian …
JF Wellmann, M De La Varga, RE Murdie, K Gessner, M Jessell
Geological Society, London, Special Publications 453 (1), 41-56, 2018
692018
Change of stress regime during geothermal reservoir stimulation
M Schoenball, L Dorbath, E Gaucher, JF Wellmann, T Kohl
Geophysical Research Letters 41 (4), 1163-1170, 2014
672014
Structural geologic modeling as an inference problem: A Bayesian perspective
M de la Varga, JF Wellmann
Interpretation 4 (3), SM1-SM16, 2016
642016
Multiscale coupling and multiphysics approaches in earth sciences: Theory
K Regenauer-Lieb, M Veveakis, T Poulet, F Wellmann, A Karrech, J Liu, ...
Journal of Coupled Systems and Multiscale Dynamics 1 (1), 49-73, 2013
562013
Validating 3-D structural models with geological knowledge for improved uncertainty evaluations
JF Wellmann, M Lindsay, J Poh, M Jessell
Energy Procedia 59, 374-381, 2014
532014
A Bayesian unsupervised learning approach for identifying soil stratification using cone penetration data
H Wang, X Wang, JF Wellmann, RY Liang
Canadian Geotechnical Journal 56 (8), 1184-1205, 2019
502019
Methods and uncertainty estimations of 3-D structural modelling in crystalline rocks: a case study
R Schneeberger, M de La Varga, D Egli, A Berger, F Kober, F Wellmann, ...
Solid Earth 8 (5), 987-1002, 2017
492017
Multiscale coupling and multiphysics approaches in earth sciences: Applications
K Regenauer-Lieb, M Veveakis, T Poulet, F Wellmann, A Karrech, J Liu, ...
Journal of Coupled Systems and Multiscale Dynamics 1 (3), 281-323, 2013
492013
Information theory for correlation analysis and estimation of uncertainty reduction in maps and models
JF Wellmann
Entropy 15 (4), 1464-1485, 2013
492013
The topology of geology 2: Topological uncertainty
ST Thiele, MW Jessell, M Lindsay, JF Wellmann, E Pakyuz-Charrier
Journal of Structural Geology 91, 74-87, 2016
442016
Integrating structural geological data into the inverse modelling framework of iTOUGH2
JF Wellmann, S Finsterle, A Croucher
Computers & Geosciences 65, 95-109, 2014
442014
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