3 papers
physics.geo-ph2023
Hug model: parameter estimation via the ABC Shadow algorithm
Christophe Reype, Radu S. Stoica, Didier Gemmerlé +2
Studying geological fluids mixing systems allows to understand interaction among water sources. The Hug model is an interaction point process model that can be used to estimate the…
stat.AP2022
HUG model: an interaction point process for Bayesian detection of multiple sources in groundwaters from hydrochemical data
Christophe Reype, Radu S. Stoica, Antonin Richard +1
This paper presents a new interaction point process that integrates geological knowledge for the purpose of automatic sources detection of multiple sources in groundwaters from hyd…
stat.ME2020
Bayesian statistical analysis of hydrogeochemical data using point processes: a new tool for source detection in multicomponent fluid mixtures
Christophe Reype, Antonin Richard, Madalina Deaconu +1
Hydrogeochemical data may be seen as a point cloud in a multi-dimensional space. Each dimension of this space represents a hydrogeochemical parameter (i.e. salinity, solute concent…