Guillaume Caumon

Research interests

  • Geomodeling: model validity, meshing, construction and editing.
  • Uncertainty assessment and inverse problems
  • Volume visualization
  • Geostatistics and data analysis

About...

Guillaume Caumon has a background in quantitative geosciences and computer programming. He holds a MSc degree (Diplome d'ingénieur and DEA) from the Nancy School of Geology (Ecole Nationale Supérieure de Géologie), an a PhD and Habilitation in Geosciences from INPL.

He was a postdoctoral scholar in at the Petroleum Engineering Dept. of Stanford University in 2003-2004. He was visiting professor at the Center for Wave Phenomena at Colorado School of Mines during spring and summer 2015.

He is currently the Nancy School of Geology Professor in Geomodeling at Université de Lorraine - GeoRessources, where he teaches theoretical and applied geomodeling, geostatistics, field work and C++ programming. 

Download Resume [pdf, 893ko]

Contact Information

E-Mail :This email address is being protected from spambots. You need JavaScript enabled to view it.
Phone number:+33 (0)383 59 64 40
Cell:+33 (0)679 81 85 75
ENSG office number:G205

Main Publications

2020

Xinming Wu and Zhicheng Geng and Yunzhi Shi and Nam Pham and Sergey Fomel and Guillaume Caumon.
Building Realistic Structure Models to Train Convolutional Neural Networks for Seismic Structural Interpretation
in: Geophysics, 85:4 (WA27--WA39)
Marion Parquer and Na Yan and Luca Colombera and Nigel P. Mountney and Pauline Collon and Guillaume Caumon.
Combined Inverse and Forward Numerical Modelling for Reconstruction of Channel Evolution and Facies Distributions in Fluvial Meander-Belt Deposits
in: Marine and Petroleum Geology, 117 (104409)
Mattia Martinelli and Andrea Bistacchi and Silvia Mittempergher and Francois Bonneau and Fabrizio Balsamo and Guillaume Caumon and Marco Meda.
Damage zone characterization combining scan-line and scan-area analysis on a km-scale Digital Outcrop Model: The Qala Fault (Gozo)
in: Journal of Structural Geology, 140
Nicolas Mastio and Pierre Thore and Marianne Conin and Guillaume Caumon.
Determination of a stress-dependent rock-physics model using anisotropic time-lapse tomographic inversion
in: GEOPHYSICS, 85:4 (C141-C152)
Pauline Mourlanette and Pierre Biver and Philippe Renard and Beno{\^i}t N{\oe}tinger and Guillaume Caumon and Yassine Alexandre Perrier.
Direct Simulation of Non-Additive Properties on Unstructured Grids
in: Advances in Water Resources, 143 (103665)
Guillaume Caumon and Gabriel Godefroy and Paul Marchal.
Fault Network Uncertainty Assessment with a Generative Graph-Based Algorithm - {{Current}} Status and Perspectives
in: {{EGU General Assembly}} 2020, pages EGU2020-10359
Gabriel Godefroy and Guillaume Caumon and Laurent Gautier and Francois Bonneau.
Multi-scenario interpretations from sparse fault evidence using graph theory and geological rules
in: Journal of Geophysical Research - Solid Earth (submitted), xx:xx (xx-xx)
Melchior Schuh-senlis and Cedric Thieulot and Guillaume Caumon and Paul Cupillard.
Structural Restoration of Geological Structures with Viscous Stokes Flow - Principle and First Results
in: EAGE annual 82nd conference and exhibition, 2020:1 (1-5)
Pauline Collon and Guillaume Rongier and Marion Parquer and Nicolas Clausolles and Guillaume Caumon.
Uncertainty Assessment in Subsurface Modeling: Considering Geobody Shape and Connectivity in Complex Systems.
in: {{EGU General Assembly}} 2020, pages EGU2020-5641

2019

Modeste Irakarama and Paul Cupillard and Guillaume Caumon and Paul Sava and Jonathan Edwards.
Appraising structural interpretations using seismic data — Theoretical elements
in: Geophysics, 84:2 (N29-N40)
Pierre Anquez and Jeanne Pellerin and Modeste Irakarama and Paul Cupillard and Bruno Levy and Guillaume Caumon.
Automatic correction and simplification of geological maps and cross-sections for numerical simulations
in: Comptes Rendus Geoscience, 351:1 (48-58)
Nicolas Mastio and Pierre Thore and Marianne Conin and Guillaume Caumon.
Consistency of {{Rock Physics Model Predictions}} and {{Anisotropic Time}}-{{Lapse Tomographic Results}}
in: 81st {{EAGE Conference}} and {{Exhibition}}, {EAGE}
Paul Baville and J{\"o}rg Peisker and Guillaume Caumon.
From {{Well Logs}} to {{Stratigraphic Layering}}: {{Automation}}, {{Uncertainties}} and {{Impact}} on {{Reservoir Behavior}}
in: 81st {{EAGE Conference}} and {{Exhibition}}, {EAGE}
Nicolas Clausolles and Pauline Collon and Guillaume Caumon.
Generating variable shapes of salt geobodies from seismic images and prior geological knowledge
in: Interpretation, 7:4 (T829-T841)
Julien Renaudeau and Modeste Irakarama and Laurent Gautier and Frantz Maerten and Guillaume Caumon.
Implicit Modelling of Geological Structures: A Cartesian Grid Method Handling Discontinuities with Ghost Points
in: Boundary Elements and Other Mesh Reduction Methods XXXXI, pages 189-199, WIT Press, Southhampton, UK
Julien Renaudeau and Emmanuel Malvesin and Frantz Maerten and Guillaume Caumon.
Implicit {{Structural Modeling}} by {{Minimization}} of the {{Bending Energy}} with {{Moving Least Squares Functions}}
in: Mathematical Geosciences
Marion Parquer and Guillaume Caumon and Pauline Collon.
Integration of channel meander abandonment age uncertainty into a stochastic channelized system reconstruction method
in: Geomorphology, 345 (106824)
Gaetan Bardy and Pierre Biver and Guillaume Caumon and Philippe Renard.
Oil Production Uncertainty Assessment by Predicting Reservoir Production Curves and Confidence Intervals from Arbitrary Proxy Responses
in: Journal of Petroleum Science and Engineering, 176 (116-125)
Guillaume Caumon.
On {{Strategies}} for {{Consistent Local Geomodel Updating}}
in: 81st {{EAGE Conference}} and {{Exhibition}} 2019 {{Workshop Programme}}, {EAGE}
Guillaume Caumon and Christophe Antoine.
Stochastic Stratigraphic Correlation of Multiple Wells Seen as a {{Directed Acyclic Graph}} Creation Problem
in: {{IAMG}} 2019, {International Association of Mathematical Geosciences}