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Convolutional neural networks with SegNet architecture applied to three-dimensional tomography of subsurface electrical resistivity: CNN-3D-ERT

Geophysical journal international, 2021-05, Vol.225 (2), p.1319-1331

2021

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Hydraulic tomography of discrete networks of conduits and fractures in a karstic aquifer by using a deterministic inversion algorithm

Advances in water resources, 2018-02, Vol.112, p.83-94

2018

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Large-scale seasonal forecasts of river discharge by coupling local and global datasets with a stacked neural network: Case for the Loire River system

The Science of the total environment, 2023-11, Vol.897, p.165494-165494, Article 165494

2023

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Seismoelectric response of heavy oil reservoirs: theory and numerical modelling

Geophysical journal international, 2010-02, Vol.180 (2), p.781-797

2010

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Use of long short-term memory network (LSTM) in the reconstruction of missing water level data in the River Seine

Hydrological sciences journal, 2023-07, Vol.68 (10), p.1372-1390

2023

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Long-run forecasting surface and groundwater dynamics from intermittent observation data: An evaluation for 50 years

The Science of the total environment, 2023-07, Vol.880, p.163338-163338, Article 163338

2023

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Stochastic joint inversion of temperature and self-potential data

Geophysical journal international, 2009-10, Vol.179 (1), p.640-654

2009

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Waveform joint inversion of seismograms and electrograms for moment tensor characterization of fracking events

Geophysics, 2012-09, Vol.77 (5), p.ID23-ID39

2012

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Magnetometric resistivity tomography using chaos polynomial expansion

Geophysical journal international, 2020-06, Vol.221 (3), p.1469-1483

2020

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Joint inversion of hydraulic head and self‐potential data associated with harmonic pumping tests

Water resources research, 2016-09, Vol.52 (9), p.6769-6791

2016

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Magnetometric resistivity: a new approach and its application to the detection of preferential flow paths in mine waste rock dumps

Geophysical journal international, 2018-10, Vol.215 (1), p.222-239

2018

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Stochastic joint inversion of hydrogeophysical data for salt tracer test monitoring and hydraulic conductivity imaging

Advances in water resources, 2013-02, Vol.52, p.62-77

2013

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A cellular automata‐based deterministic inversion algorithm for the characterization of linear structural heterogeneities

Water resources research, 2017-03, Vol.53 (3), p.2016-2034

2017

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Identifying Flow Networks in a Karstified Aquifer by Application of the Cellular Automata‐Based Deterministic Inversion Method (Lez Aquifer, France)

Water resources research, 2017-12, Vol.53 (12), p.10508-10522

2017

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Three-dimensional inversion of self-potential data used to constrain the pattern of groundwater flow in geothermal fields

Journal of Geophysical Research - Solid Earth, 2008-09, Vol.113 (B9), p.B09204-n/a

2008

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Harmonic pumping tomography applied to image the hydraulic properties and interpret the connectivity of a karstic and fractured aquifer (Lez aquifer, France)

Advances in water resources, 2018-09, Vol.119, p.227-244

2018

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Hydraulic conductivity field characterization from the joint inversion of hydraulic heads and self-potential data

Water resources research, 2014-04, Vol.50 (4), p.3502-3522

2014

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Stochastic inversion of permeability and dispersivities from time lapse self-potential measurements: A controlled sandbox study

Geophysical research letters, 2010-06, Vol.37 (11), p.n/a

2010

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Tomography of the Darcy velocity from self-potential measurements

Geophysical research letters, 2007-12, Vol.34 (24), p.L24403-n/a

2007

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Saline pulse test monitoring with the self-potential method to nonintrusively determine the velocity of the pore water in leaking areas of earth dams and embankments

Water resources research, 2012-04, Vol.48 (4), p.n/a

2012

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A new model for the spectral induced polarization signature of bacterial growth in porous media

Water resources research, 2012-09, Vol.48 (9), p.np-n/a

2012

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Seismoelectric coupling in unsaturated porous media: theory, petrophysics, and saturation front localization using an electroacoustic approach

Geophysical journal international, 2014-02, Vol.196 (2), p.867-884

2014

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Specific storage and hydraulic conductivity tomography through the joint inversion of hydraulic heads and self-potential data

Advances in water resources, 2016-03, Vol.89, p.80-90

2016

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Imaging the hydraulic properties of a contaminated alluvial aquifer perturbed with periodic signals

Hydrogeology journal, 2020-12, Vol.28 (8), p.2713-2726

2020

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Self-potential signals associated with preferential groundwater flow pathways in sinkholes

Journal of Geophysical Research - Solid Earth, 2006-09, Vol.111 (B9), p.B09204-n/a

2006

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Convolutional neural networks with SegNet architecture applied to three-dimensional tomography of subsurface electrical resistivity: CNN-3D-ERT

Hydraulic tomography of discrete networks of conduits and fractures in a karstic aquifer by using a deterministic inversion algorithm

Large-scale seasonal forecasts of river discharge by coupling local and global datasets with a stacked neural network: Case for the Loire River system

Seismoelectric response of heavy oil reservoirs: theory and numerical modelling

Use of long short-term memory network (LSTM) in the reconstruction of missing water level data in the River Seine

Long-run forecasting surface and groundwater dynamics from intermittent observation data: An evaluation for 50 years

Stochastic joint inversion of temperature and self-potential data

Waveform joint inversion of seismograms and electrograms for moment tensor characterization of fracking events

Magnetometric resistivity tomography using chaos polynomial expansion

Joint inversion of hydraulic head and self‐potential data associated with harmonic pumping tests

Magnetometric resistivity: a new approach and its application to the detection of preferential flow paths in mine waste rock dumps

Stochastic joint inversion of hydrogeophysical data for salt tracer test monitoring and hydraulic conductivity imaging

A cellular automata‐based deterministic inversion algorithm for the characterization of linear structural heterogeneities

Identifying Flow Networks in a Karstified Aquifer by Application of the Cellular Automata‐Based Deterministic Inversion Method (Lez Aquifer, France)

Three-dimensional inversion of self-potential data used to constrain the pattern of groundwater flow in geothermal fields

Harmonic pumping tomography applied to image the hydraulic properties and interpret the connectivity of a karstic and fractured aquifer (Lez aquifer, France)

Hydraulic conductivity field characterization from the joint inversion of hydraulic heads and self-potential data

Stochastic inversion of permeability and dispersivities from time lapse self-potential measurements: A controlled sandbox study

Tomography of the Darcy velocity from self-potential measurements

Saline pulse test monitoring with the self-potential method to nonintrusively determine the velocity of the pore water in leaking areas of earth dams and embankments

A new model for the spectral induced polarization signature of bacterial growth in porous media

Seismoelectric coupling in unsaturated porous media: theory, petrophysics, and saturation front localization using an electroacoustic approach

Specific storage and hydraulic conductivity tomography through the joint inversion of hydraulic heads and self-potential data

Imaging the hydraulic properties of a contaminated alluvial aquifer perturbed with periodic signals

Self-potential signals associated with preferential groundwater flow pathways in sinkholes

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