Guillaume Caumon

About...

Guillaume Caumon is currently Full Professor in Numerical Geology at Nancy School of Geology and GeoRessources at Université de Lorraine. 

Hi research concerns the development of numerical methodologies to integrate geological and physical observations in a common theoretical and numerical framework. This involves various research questions in the area of uncertainty quantification, geomodeling and geological knowledge representation, meshing, geostatistics, visualization, and Bayesian inference. He teaches theoretical and applied geomodeling, geostatistics, field work and C++ programming.

He is the director of the RING Consortium (since 2007) and he holds a senior innovation chair at Institut Universitaire de France (2023-2028).

Previously, he was a postdoctoral scholar in at the Petroleum Engineering Dept. of Stanford University (2003-2004). He was visiting professor at the Center for Wave Phenomena at Colorado School of Mines during spring and summer 2015. He obtained a MSc degree (Diplome d'ingénieur and DEA) from the Nancy School of Geology (Ecole Nationale Supérieure de Géologie) and a PhD from INPL, addressing aspects on representational validity, updating and visualization of geomodels. His Habilitation in Geosciences, also from INPL, addresses the problem of uncertainty quantification and temporal reasoning in geomodeling (see this position paper for an English version).

Download Resume [pdf, 584ko]

Prospective students and postdocs: MSc admission pathways, Open PhD scholarships and postdoctoral opportunities and listed and explained on this page. I receive many messages, and may not be able to reply to all requests. 

Contact Information

E-Mail :This email address is being protected from spambots. You need JavaScript enabled to view it.
Phone number:+33 (0)372 74 45 22
Cell:+33 (0)679 81 85 75
ENSG office number:G205

Publications

2025

Gloria Arienti and Andrea Bistacchi and Guillaume Caumon and Bruno Monopoli and Giovanni Dal Piaz.
3D structural implicit modelling of folded metamorphic units at Lago di Cignana with uncertainty assessment
in: Journal of Structural Geology, 191 (105329)
Loïs Letellier and Guillaume Caumon and Cécile Robin.
An Assessment of Stratigraphic Sequence Interpretation from well log Data using Continuous Wavelet Transform
in: 86th EAGE Annual Conference \& Exhibition, pages 1-5, European Association of Geoscientists \& Engineers
Fabrice Taty-Moukati and Radu Stefan Stoica and Francois Bonneau and Xinming Wu and Guillaume Caumon.
From fault likelihood to fault networks: stochastic seismic interpretation through a marked point process with interactions
in: Mathematical Geosciences, 57:1 (115-151)
Julien Herrero and Guillaume Caumon and Thomas Bodin.
From layer-cake models to complex subsurface structures: a flexible transdimensional inversion approach
in: EGU General Assembly 2025
Fabrice Taty Moukati and Guillaume Caumon and Radu Stoica.
Human interpretation, machine learning and point processes for the identification of faults on seismic sections
in: 86th EAGE Annual Conference \& Exhibition, pages 1-5, European Association of Geoscientists \& Engineers
Paul Marchal and Guillaume Caumon and Pauline Collon and Patrick Ledru and Kelsey Mckee and Pat Taylor and J. Mercadier.
Ore Deposit Delineation: Variability between Interpreters and Modeling Implications
in: 86th EAGE Annual Conference \& Exhibition, pages 1-5, European Association of Geoscientists \& Engineers
Marius Rapenne and Paul Cupillard and Guillaume Caumon and Corentin Gouache.
Quadrangular adaptive mesh for elastic wave simulation in smooth anisotropic media
in: Computers \& Geosciences, 203 (105946)
Giusi Ruggiero and Paul Cupillard and Guillaume Caumon.
Quantifying Fault-Related Uncertainty in Full Waveform Inversion with Inverse Homogenization
in: 86th EAGE Annual Conference \& Exhibition, pages 1-5, European Association of Geoscientists \& Engineers
Enrico Scarpa and Pauline Collon and Irina Panfilova and Guillaume Caumon.
Reproduction of channel stacking patterns in geomodeling: Metrics and impact of the modeling strategy on reservoir flow behavior
in: Marine and Petroleum Geology, 173 (107235)
Julien Herrero and Guillaume Caumon and Thomas Bodin and Jeremie Giraud.
Transdimensional joint inversion of flow and well log data using a cascaded Metropolis sampler on a layer-cake model
in: Geoenergy Science and Engineering, 246 (213605)

2024

Jeremie Giraud and Mary Ford and Guillaume Caumon and Vitaliy Ogarko and Lachlan Grose and Roland Martin and Paul Cupillard.
Geologically constrained geometry inversion and null-space navigation to explore alternative geological scenarios: a case study in the Western Pyrenees
in: Geophysical Journal International
Amandine Fratani and Guillaume Caumon and Radu Stoica and Jérémie Giraud.
High-order fault observation association using Random Forest from analog structural models
in: International Geostatistics Congress 2024, A Springer book series Quantitative Geology and Geostatistics, Springer
Jeremie Giraud and Guillaume Caumon and Lachlan Grose and Vitaliy Ogarko and Paul Cupillard.
Integration of automatic implicit geological modelling in deterministic geophysical inversion
in: Solid Earth, 15:1 (63-89)
Paul Cupillard and Guillaume Caumon and Pierre Anquez and Capucine Legentil and Nathalie Glinsky and Jeanne Pellerin and Algiane Froehly.
Local geological changes and simplicial remeshing for wave propagation
in: SSA Annual Meeting
Guillaume Caumon and Christophe Antoine.
On the influence of the correlation path in incremental multi-well stratigraphic correlation
in: International Geostatistics Congress 2024, A Springer book series Quantitative Geology and Geostatistics, pages 12 pp, Springer
Marius Rapenne and Guillaume Caumon and Paul Cupillard and Corentin Gouache.
Quadrangular adaptive mesh for elastic wave simulation in smooth anisotropic media
in: SSA Annual Meeting, pages 23
Gloria Arienti and Andrea Bistacchi and Guillaume Caumon and Giovanni Dal Piaz and Bruno Monopoli and Davide Bertolo.
Regional-scale 3D modelling in metamorphic belts: An implicit model-driven workflow applied in the Pennine Alps
in: Journal of Structural Geology (105045)
Guillaume Caumon and Paul Baville and Christophe Antoine.
Scenario automation in stratigraphic multi-well correlation: well logs versus interpretive rules (and why we should care)
in: 85th EAGE Annual Conference \& Exhibition, European Association of Geoscientists \& Engineers
Paul Marchal and Guillaume Caumon and Pauline Collon and Patrick Ledru and Kelsey Mckee and Julien Mercadier.
Stochastic joint modelling of hydrothermal alteration halos and associated geological structures applied to mining studies
in: International Geostatistics Congress 2024, A Springer book series Quantitative Geology and Geostatistics, Springer
Jeremie Giraud and Mahtab Rashidifard and Vitaliy Ogarko and Guillaume Caumon and Lachlan Grose and Julien Herrero and Paul Cupillard and Mark Lindsay and Mark Jessell and Laurent Aillères.
Transdimensional geometrical inversion: Application to undercover imaging using gravity data
in: International Workshop on Gravity, Electrical \& Magnetic Methods and Their Applications, pages 167-170, Society of Exploration Geophysicists and Chinese Geophysical Society