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Case studies of incorporation of prior information in electrical resistivity tomography: comparison of different approaches

• Authors : Caterina, David; Hermans, Thomas; Nguyen, Frédéric

Subjects: prior information; inversion; electrical resistivity tomography

• Source: Near Surface Geophysics, 12 (4), 451-465 (2014-08)

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Policy transfer using Value Function as Prior Information

• Authors : Aittahar, Samy; Sootla, Aivar; Ernst, Damien

Subjects: Transfer Learning; Reinforcement Learning; Engineering

• Source: Phd Forum, Riva del Garda, Italy [IT], 19th September 2016 - 23th September 2016

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A robust method for simultaneous estimation of single gene and polygenic effects in dairy cows using externally estimated breeding values as prior information

• Authors : Buske, Bernd; Szydlowski, Maciej; Gengler, Nicolas

Subjects: Bayesian approach; dairy cows; myostatin gene

• Source: Journal of Animal Breeding and Genetics, 127 (4), 272-279 (2010)

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Geophysical Inversion Using a Variational Autoencoder to Model an Assembled Spatial Prior Uncertainty

• Authors : Lopez-Alvis, J.; Nguyen, Frédéric; Looms, M.C.

Subjects: deep learning; geophysical inversion; ground-penetrating radar

• Source: Journal of Geophysical Research. Solid Earth, 127 (3) (2022-03)

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How to incorporate prior information in geophysical inverse problems: deterministic and geostatistical approaches. ; Comment incorporer de l'information a priori dans les problèmes géophysiques inverses : approches déterministes et géostatistiques

• Authors : Hermans, Thomas; Caterina, David; Martin, Roland ...

Subjects: Inversion; a priori information; geostatistic

• Source: EarthDoc - Near Surface 2011 - 17th European Meeting of Environmental and Engineering Geophysics (2011-09-13); Near Surface 2011 - 17th European Meeting of Environmental and Engineering Geophysics,

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Deep generative models in inversion: The impact of the generator's nonlinearity and development of a new approach based on a variational autoencoder

• Authors : Lopez-Alvis, Jorge; Laloy, Eric; Nguyen, Frédéric

Subjects: Deep generative model; Deep learning; Geological prior information

• Source: Computers and Geosciences, 152, 104762 (2021-07)

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Incorporation of core log information in electrical resistivity tomography: the case of Lontzen-Poppelsberg

• Authors : Evrard, Maxime; Nguyen, Frédéric

Subjects: Prior information; Lontzen; ERT

• Source: Resources for Future Generation 2018, 16-21 juin 2018

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A cross-validation framework to extract data features for reducing structural uncertainty in subsurface heterogeneity

• Authors : Lopez Alvis, Jorge; Hermans, Thomas; Nguyen, Frédéric ...

Subjects: Bayesian hierarchical model; Dimension reduction; Feature extraction

• Source: Advances in Water Resources, 133 (2019-11)

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Quantitative characterization and calibration of salt water intrusion models with electrical resistivity tomography

• Authors : Beaujean, Jean; Hermans, Thomas; Vandenbohede, Alexander

Subjects: Salt water intrusion; electrical resistivity tomography; prior information

• Source: Groundwater Quality Conference, Shenzhen, China [CN], from 24-07-2016 to 28-07-2016

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Dimensionality reduction for geophysical inversion in highly structured subsurface environments

• Authors : Lopez Alvis, Jorge;

Subjects: dimensionality reduction; geophysical inversion; prior information

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