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Faculty of Geosciences and Environment

Institute of Earth Sciences

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Linde Niklas

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Publications | Masters and Phd thesis

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2024 | 2023 | 2022 | 2021 | ...

2024

preview resource BIB_40D51471F5F0.P001

Bayesian tomography using polynomial chaos expansion and deep generative networks

Meles Giovanni Angelo, Amaya Macarena, Levy Shiran, Marelli Stefano, Linde Niklas, 2024/02/02. Geophysical Journal International, 237 (1) pp. 31-48. Peer-reviewed.

[URN][DOI][WoS][serval:BIB_40D51471F5F0]

preview resource BIB_F47E875F82C7.P001

Rare Event Probability Estimation for Groundwater Inverse Problems With a Two‐Stage Sequential Monte Carlo Approach

Friedli Lea, Linde Niklas, 2024/02. Water Resources Research, 60 (2). Peer-reviewed.

[URN][DOI][WoS][serval:BIB_F47E875F82C7]

2023

preview resource BIB_A5B114688422.P001

Inference of geostatistical hyperparameters with the correlated pseudo-marginal method

Friedli Lea, Linde Niklas, Ginsbourger David, Visentini Alejandro Fernandez, Doucet Arnaud, 2023/03. Advances in Water Resources, 173 p. 104402. Peer-reviewed.

[URN][DOI][WoS][serval:BIB_A5B114688422]

preview resource BIB_F2464ADD01C4.P001

Advancing measurements and representations of subsurface heterogeneity and dynamic processes: towards 4D hydrogeology

Hermans Thomas, Goderniaux Pascal, Jougnot Damien, Fleckenstein Jan H., Brunner Philip, Nguyen Frédéric, Linde Niklas, Huisman Johan Alexander, Bour Olivier, Lopez Alvis Jorge et al., 2023/01/12. Hydrology and Earth System Sciences, 27 (1) pp. 255-287. Peer-reviewed.

[URN][DOI][WoS][serval:BIB_F2464ADD01C4]

preview resource BIB_80C5597FAFA6.P001

Electrical Signatures of Diffusion-Limited Mixing: Insights from a Milli-fluidic Tracer Experiment

Fernandez Visentini Alejandro, de Anna Pietro, Jougnot Damien, Le Borgne Tanguy, Méheust Yves, Linde Niklas, 2023. Transport in Porous Media, 146 pp. 436-461. Peer-reviewed.

[URN][DOI][WoS][serval:BIB_80C5597FAFA6]

preview resource BIB_F7505FE05D89.P001

Solving Geophysical Inversion Problems with Intractable Likelihoods: Linearized Gaussian Approximations Versus the Correlated Pseudo-marginal Method

Friedli Lea, Linde Niklas, 2023. Mathematical Geosciences. Peer-reviewed.

[URN][DOI][WoS][serval:BIB_F7505FE05D89]

preview resource BIB_AEE2D40F4996.P001

Water Table and Permeability Estimation From Multi-Channel Seismoelectric Spectral Ratios

Hu Kaiyan, Ren Hengxin, Huang Qinghua, Zeng Ling, Butler Karl E., Jougnot Damien, Linde Niklas, Holliger Klaus, 2023. Journal of Geophysical Research: Solid Earth, 128 (5) pp. e2022JB025505. Peer-reviewed.

[URN][DOI][serval:BIB_AEE2D40F4996]

preview resource BIB_BB2F0E925B0B.P001

Variational Bayesian inference with complex geostatistical priors using inverse autoregressive flows

Levy Shiran, Laloy Eric, Linde Niklas, 2023. Computers & Geosciences, 171 p. 105263. Peer-reviewed.

[URN][DOI][serval:BIB_BB2F0E925B0B]

preview resource BIB_C1CCAC7228B8.P001

Uncertainty Quantification and Experimental Design for Large-Scale Linear Inverse Problems under Gaussian Process Priors

Travelletti Cédric, Ginsbourger David, Linde Niklas, 2023. SIAM/ASA Journal on Uncertainty Quantification, 11 (1) pp. 168-198.

[URN][DOI][serval:BIB_C1CCAC7228B8]

2022

preview resource BIB_CEEF73E0083E.P001

Hydrogeological multiple-point statistics inversion by adaptive sequential Monte Carlo

Amaya Macarena, Linde Niklas, Laloy Eric, 2022/08. Advances in Water Resources, 166 p. 104252. Peer-reviewed.

[URN][DOI][WoS][serval:BIB_CEEF73E0083E]

preview resource BIB_8117907E019A.P001

Simulating Fully‐Integrated Hydrological Dynamics in Complex Alpine Headwaters: Potential and Challenges

Thornton J. M., Therrien R., Mariéthoz G., Linde N., Brunner P., 2022/04. Water Resources Research, 58 (4). Peer-reviewed.

[URN][DOI][WoS][serval:BIB_8117907E019A]

preview resource BIB_005F07E8F655.P001

Lasting Effects of Soil Compaction on Soil Water Regime Confirmed by Geoelectrical Monitoring

Romero-Ruiz Alejandro, Linde Niklas, Baron Ludovic, Breitenstein Daniel, Keller Thomas, Or Dani, 2022/02. Water Resources Research, 58 (2). Peer-reviewed.

[URN][DOI][WoS][serval:BIB_005F07E8F655]

preview resource BIB_305A00CC93C3.P001

Lithological tomography with the correlated pseudo-marginal method

Friedli L, Linde N, Ginsbourger D, Doucet A, 2022. Geophysical Journal International, 228 (2) pp. 839-856.

[URN][DOI][serval:BIB_305A00CC93C3]

preview resource BIB_F9EB4B2A2188.P001

Using deep generative neural networks to account for model errors in Markov chain Monte Carlo inversion

Levy Shiran, Hunziker Jürg, Laloy Eric, Irving James, Linde Niklas, 2022. Geophysical Journal International, 228 (2) pp. 1098-1118. Peer-reviewed.

[URN][DOI][serval:BIB_F9EB4B2A2188]

preview resource BIB_F6461418CA5D.P001

Bayesian tomography with prior-knowledge-based parametrization and surrogate modelling

Meles Giovanni Angelo, Linde Niklas, Marelli Stefano, 2022. Geophysical Journal International, 231 (1) pp. 673-691.

[URN][DOI][serval:BIB_F6461418CA5D]

2021

preview resource BIB_71133373D14B.P001

Heat transport by flow through rough rock fractures: a numerical investigation

Klepikova Maria, Méheust Yves, Roques Clément, Linde Niklas, 2021/10. Advances in Water Resources, 156 p. 104042.

[URN][DOI][WoS][serval:BIB_71133373D14B]

preview resource BIB_2018C810AB5D.P001

GPR-inferred fracture aperture widening in response to a high-pressure tracer injection test at the Äspö Hard Rock Laboratory, Sweden

Molron Justine, Linde Niklas, Davy Philippe, Baron Ludovic, Darcel Caroline, Selroos Jan-Olof, Le Borgne Tanguy, Doolaeghe Diane, 2021/10. Engineering Geology, 292 p. 106249.

[URN][DOI][serval:BIB_2018C810AB5D]

preview resource BIB_7852530C924C.P001

Individual and joint inversion of head and flux data by geostatistical hydraulic tomography

Pouladi Behzad, Linde Niklas, Longuevergne Laurent, Bour Olivier, 2021/08. Advances in Water Resources, 154 p. 103960. Peer-reviewed.

[URN][DOI][WoS][serval:BIB_7852530C924C]

preview resource BIB_7AC98D7EAC70.P001

Seismic signatures reveal persistence of soil compaction

Romero-Ruiz Alejandro, Linde Niklas, Baron Ludovic, Solazzi Santiago Gabriel, Keller Thomas, Or Dani, 2021/07. Vadose Zone Journal, 20 (4).

[URN][DOI][WoS][serval:BIB_7AC98D7EAC70]

preview resource BIB_BEC9D136939E.P002

Approaching geoscientific inverse problems with vector-to-image domain transfer networks

Laloy Eric, Linde Niklas, Jacques Diederik, 2021/06. Advances in Water Resources, 152 p. 103917.

[URN][DOI][serval:BIB_BEC9D136939E]

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Phd thesis

Publications (11)

preview resource BIB_2EE032A0FB34.P002

Geophysical and Hydrogeological Bayesian Inversion by Adaptive Sequential Monte Carlo

Amaya Macarena, 2023., Université de Lausanne, Faculté des géosciences et de l'environnement, Linde Niklas (dir.).

[URN][serval:BIB_2EE032A0FB34]

preview resource BIB_61BCFA95009A.P002

Likelihood estimation and risk assessment for inverse problems in the geosciences

Friedli Lea, 2023., Université de Lausanne, Faculté des géosciences et de l'environnement, Linde Niklas (dir.).

[URN][serval:BIB_61BCFA95009A]

preview resource BIB_08FBA69E0986.P003

Efficient Bayesian inversion for geophysical applications: Leveraging deep learning and geostatistical methods

Levy Shiran, 2023., Université de Lausanne, Faculté des géosciences et de l'environnement, Linde Niklas (dir.).

[URN][serval:BIB_08FBA69E0986]

preview resource BIB_9968EFF0673A.P001

Geophysical Methods for Field-Scale Characterization of Soil Structure

Romero-Ruiz Alejandro, 2021., Université de Lausanne, Faculté des géosciences et de l'environnement, Linde Niklas (dir.).

[URN][serval:BIB_9968EFF0673A]

preview resource BIB_940AA3E795A5.P001

Geoelectrical Signatures of Spreading and Mixing

Visentini Alejandro Fernandez, 2021., Université de Lausanne, Faculté des géosciences et de l'environnement, Linde Niklas (dir.).

[URN][serval:BIB_940AA3E795A5]

Probabilistic geophysical inversion with structure-based priors and unknown interface geometries

de Pasquale Giulia, 2019., Université de Lausanne, Faculté des géosciences et de l'environnement, Linde Niklas (dir.).

[serval:BIB_65EDDB7EC961]

preview resource BIB_384AF47B58ED.P001

Bayesian model selection in hydrogeophysics and hydrogeology

Brunetti Carlotta, 2018., Université de Lausanne, Faculté des géosciences et de l'environnement, Linde Niklas (dir.).

[URN][serval:BIB_384AF47B58ED]

preview resource BIB_220FD26BA6AF.P002

Characterizing Fracture Aperture and Transport Dynamics with Hydrogeophysics: Theoretical and Expérimental Advances

Shakas Alexis, 2017., Université de Lausanne, Faculté des géosciences et de l'environnement, Linde Niklas (dir.).

[URN][serval:BIB_220FD26BA6AF]

preview resource BIB_9020A6FF2D3F.P001

Time-lapse and probabilistic inversion strategies for plane-wave electromagnetic data.

CARBAJAL M. A. R., 2014., Université de Lausanne, Faculté des géosciences et de l'environnement, Linde N. (dir.).

[URN][serval:BIB_9020A6FF2D3F]

preview resource BIB_763B5F2128EC.P001

Fracture network characterization using hydrological and geophysical data

Dorn C., 2013. 118, Université de Lausanne, Faculté des géosciences et de l'environnement, Linde N. (dir.).

[URN][serval:BIB_763B5F2128EC]

Characterisation of hydrogeological media using electromagnetic geophysics

Linde N., 2005. 65, Uppsala University, Teknisk-naturvetenskapliga vetenskapsområdet, Earth Sciences, Department of Earth Sciences, Geophysics, Pedersen L. (dir.).

[serval:BIB_55B71C0B53A9]

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