A practical guide to performing multiple-point statistical simulations with the Direct Sampling algorithm

Eef Meerschman, Guillaume Pirot, Grégoire Mariethoz, +3

Computers & Geosciences

EngineeringDirect Numerical SimulationMonte CarloMonte Carlo MethodNumerical Simulation +9

Simulation of braided river elevation model time series with multiple-point statistics

Guillaume Pirot, Julien Straubhaar, Philippe Renard

Geomorphology

River Basin ManagementEngineeringRiver RestorationWater ResourcesCivil Engineering +8

Into the Noddyverse: a massive data store of 3D geological models for machine learning and inversion applications

Mark Jessell, Jiateng Guo, Yunqiang Li, +6

Earth system science data

Geometric LearningEngineeringMachine Learning3D ModelingGeological Modeling +16

Automated geological map deconstruction for 3D model construction using <i>map2loop</i> 1.0 and <i>map2model</i> 1.0

Mark Jessell, Vitaliy Ogarko, Yohan de Rose, +7

Geoscientific model development

Influence of conceptual model uncertainty on contaminant transport forecasting in braided river aquifers

Guillaume Pirot, Philippe Renard, Emanuel Huber, +2

Journal of Hydrology

EngineeringUncertainty ModelingEnvironmental EngineeringConceptual Model UncertaintyCivil Engineering +4

Conditioning of Multiple-Point Statistics Facies Simulations to Tomographic Images

Tobias Lochbühler, Guillaume Pirot, Julien Straubhaar, +1

Mathematical Geosciences

Computed TomographyGeometric ModelingImage ReconstructionEngineeringReconstruction Technique +9

A pseudo genetic model of coarse braided‐river deposits

Guillaume Pirot, Julien Straubhaar, Philippe Renard

Water Resources Research

EngineeringGeomorphologyPseudo Genetic ModelHydrologic EngineeringFluvial Process +16

Distance-based kriging relying on proxy simulations for inverse conditioning

David Ginsbourger, Bastien Rosspopoff, Guillaume Pirot, +2

Advances in Water Resources

Stochastic OptimizationUncertainty QuantificationInverse ProblemsMarkov Chain Monte CarloSequential Monte Carlo +1

Contaminant source localization via Bayesian global optimization

Guillaume Pirot, Tipaluck Krityakierne, David Ginsbourger, +1

Hydrology and earth system sciences

Large-scale Global OptimizationEngineeringMachine LearningHydrogeophysicsLocalization Technique +15

Reduction of conceptual model uncertainty using ground-penetrating radar profiles: Field-demonstration for a braided-river aquifer

Guillaume Pirot, Emanuel Huber, James Irving, +1

Journal of Hydrology

HydrogeologyGround-penetrating Radar ProfilesEngineeringBraided-river AquiferHydrogeophysics +10