271 citations · 282 across the 5 of their papers we have counts for
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cs.LG2021
A new framework for experimental design using Bayesian Evidential Learning: the case of wellhead protection area
Robin Thibaut, Eric Laloy, Thomas Hermans
In this contribution, we predict the wellhead protection area (WHPA, target), the shape and extent of which is influenced by the distribution of hydraulic conductivity (K), from a…
physics.geo-ph2021
Adaptive sequential Monte Carlo for posterior inference and model selection among complex geological priors
M. Amaya, N. Linde, E. Laloy
Bayesian model selection enables comparison and ranking of conceptual subsurface models described by spatial prior models, according to the support provided by available geophysica…
physics.data-an2021
Bayesian inference of 1D activity profiles from segmented gamma scanning of a heterogeneous radioactive waste drum
Eric Laloy, Bart Rogiers, An Bielen +1
We present a Bayesian approach to probabilistically infer vertical activity profiles within a radioactive waste drum from segmented gamma scanning (SGS) measurements. Our approach…