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Erwan Gloaguen

Researcher at Institut national de la recherche scientifique

Publications -  97
Citations -  1022

Erwan Gloaguen is an academic researcher from Institut national de la recherche scientifique. The author has contributed to research in topics: Aquifer & Hydrogeology. The author has an hindex of 16, co-authored 91 publications receiving 781 citations.

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Machine learning as a tool for geologists

TL;DR: In this article, six machine learning algorithms were used to predict the presence of gold mineralization in drill core from geophysical logs acquired at the Lalor deposit, Manitoba, Canada.
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Water temperature modelling: comparison between the generalized additive model, logistic, residuals regression and linear regression models.

TL;DR: Water temperature has a significant influence on aquatic organisms, including stenotherm fish such as salmonids, and it is thus of prime importance to build reliable tools to forecast water temperature as mentioned in this paper.
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Time domain viscoelastic full waveform inversion

TL;DR: In this article, the adjoint state method is applied to the isotropic viscoelastic wave equation in the velocity-stress formulation based on the generalized standard linear solid rheology.
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Heterogeneous aquifer characterization from ground-penetrating radar tomography and borehole hydrogeophysical data using nonlinear Bayesian simulations

TL;DR: In this paper, the authors integrate ground-penetrating radar (GPR) tomographic data with hydraulic conductivity logs to estimate the hydraulic conductivities of a heterogeneous unconsolidated aquifer at a decimetric scale between two boreholes.
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Regional–scale integration of multiresolution hydrological and geophysical data using a two-step Bayesian sequential simulation approach

TL;DR: In this paper, a two-step Bayesian sequential simulation approach is proposed to generate high-resolution stochastic realizations of the regional-scale hydraulic conductivity field in the common case where there exist spatially exhaustive but poorly resolved measurements of a related geophysical parameter, as well as highly resolved but spatially sparse collocated measurements of this geophysical parameters and the hydraulic conductivities.