Josselin Garnier

ORCID

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 55

Top Venues

CoRR

SIAM J. Imaging Sci.

Multiscale Model. Simul.

SIAM J. Appl. Math.

Publications

Maarten V. de Hoop, Josselin Garnier, Knut Sølna
Three-Dimensional Random Wave Coupling Along a Boundary and an Associated Inverse Problem. Multiscale Model. Simul. 22 (1) (2024)
Josselin Garnier, Houssem Haddar, Hadrien Montanelli
The linear sampling method for data generated by small random scatterers. CoRR (2024)
Guillaume Chennetier, Hassane Chraibi, Anne Dutfoy, Josselin Garnier
Adaptive Importance Sampling Based on Fault Tree Analysis for Piecewise Deterministic Markov Process. SIAM/ASA J. Uncertain. Quantification 12 (1) (2024)
Lorenzo Baldassari, Ali Siahkoohi, Josselin Garnier, Knut Solna, Maarten V. de Hoop
Taming Score-Based Diffusion Priors for Infinite-Dimensional Nonlinear Inverse Problems. CoRR (2024)
Raphaël Carpintero Perez, Sébastien Da Veiga, Josselin Garnier, Brian Staber
Gaussian process regression with Sliced Wasserstein Weisfeiler-Lehman graph kernels. AISTATS (2024)
Liliana Borcea, Josselin Garnier, Alexander V. Mamonov, Jörn T. Zimmerling
When Data Driven Reduced Order Modeling Meets Full Waveform Inversion. SIAM Rev. 66 (3) (2024)
Raphaël Carpintero Perez, Sébastien Da Veiga, Josselin Garnier, Brian Staber
Gaussian process regression with Sliced Wasserstein Weisfeiler-Lehman graph kernels. CoRR (2024)
Josselin Garnier, Houssem Haddar, Hadrien Montanelli
The Linear Sampling Method for Random Sources. SIAM J. Imaging Sci. 16 (3) (2023)
Josselin Garnier, Ziyu Lu, Laurent Mertz
A Piecewise Deterministic Markov Process Approach Modeling a Dry Friction Problem with Noise. SIAM J. Appl. Math. 83 (4) (2023)
Liliana Borcea, Josselin Garnier, Knut Sølna
Paraxial Wave Propagation in Random Media with Long-Range Correlations. SIAM J. Appl. Math. 83 (1) (2023)
Lorenzo Baldassari, Ali Siahkoohi, Josselin Garnier, Knut Solna, Maarten V. de Hoop
Conditional score-based diffusion models for Bayesian inference in infinite dimensions. CoRR (2023)
Naoufal Acharki, Antoine Bertoncello, Josselin Garnier
Robust prediction interval estimation for Gaussian processes by cross-validation method. Comput. Stat. Data Anal. 178 (2023)
Naoufal Acharki, Ramiro Lugo, Antoine Bertoncello, Josselin Garnier
Comparison of meta-learners for estimating multi-valued treatment heterogeneous effects. ICML (2023)
Josselin Garnier, Knut Sølna
Speckle Memory Effect in the Frequency Domain and Stability in Time-Reversal Experiments. Multiscale Model. Simul. 21 (1) (2023)
Liliana Borcea, Josselin Garnier, Alexander V. Mamonov, Jörn T. Zimmerling
When data driven reduced order modeling meets full waveform inversion. CoRR (2023)
Lorenzo Baldassari, Ali Siahkoohi, Josselin Garnier, Knut Solna, Maarten V. de Hoop
Conditional score-based diffusion models for Bayesian inference in infinite dimensions. NeurIPS (2023)
Liliana Borcea, Josselin Garnier, Alexander V. Mamonov, Jörn T. Zimmerling
Waveform Inversion with a Data Driven Estimate of the Internal Wave. SIAM J. Imaging Sci. 16 (1) (2023)
Angèle Niclas, Josselin Garnier
Automated approach for source location in shallow waters. CoRR (2023)
Liliana Borcea, Josselin Garnier, Alexander V. Mamonov, Jörn T. Zimmerling
Waveform inversion with a data driven estimate of the internal wave. CoRR (2022)
Josselin Garnier, Houssem Haddar, Hadrien Montanelli
The linear sampling method for random sources. CoRR (2022)
Naoufal Acharki, Josselin Garnier, Antoine Bertoncello, Ramiro Lugo
Heterogeneous Treatment Effects Estimation: When Machine Learning meets multiple treatment regime. CoRR (2022)
Alexander V. Mamonov, Liliana Borcea, Josselin Garnier, Jörn T. Zimmerling
Velocity estimation via model order reduction. CoRR (2022)
Liliana Borcea, Josselin Garnier, Alexander V. Mamonov, Jörn T. Zimmerling
Waveform inversion via reduced order modeling. CoRR (2022)
Clement Gauchy, Cyril Feau, Josselin Garnier
Adaptive importance sampling for seismic fragility curve estimation. CoRR (2021)
Liliana Borcea, Josselin Garnier
Imaging in Random Media by Two-Point Coherent Interferometry. SIAM J. Imaging Sci. 14 (4) (2021)
Josselin Garnier
Passive Communication with Ambient Noise. SIAM J. Appl. Math. 81 (3) (2021)
Hassane Chraibi, Anne Dutfoy, Thomas Galtier, Josselin Garnier
Optimal potential functions for the interacting particle system method. Monte Carlo Methods Appl. 27 (2) (2021)
Josselin Garnier
Wave Propagation in Periodic and Random Time-Dependent Media. Multiscale Model. Simul. 19 (3) (2021)
Amin Dhaou, Antoine Bertoncello, Sébastien Gourvénec, Josselin Garnier, Erwan Le Pennec
Causal and Interpretable Rules for Time Series Analysis. KDD (2021)
Liliana Borcea, Josselin Garnier, Alexander V. Mamonov, Jörn T. Zimmerling
Reduced order model approach for imaging with waves. CoRR (2021)
Liliana Borcea, Josselin Garnier
Wave Propagation in Randomly Perturbed Weakly Coupled Waveguides. Multiscale Model. Simul. 18 (1) (2020)
Liliana Borcea, Josselin Garnier
High-Resolution Interferometric Synthetic Aperture Imaging in Scattering Media. SIAM J. Imaging Sci. 13 (1) (2020)
Sophie Marque-Pucheu, Guillaume Perrin, Josselin Garnier
An efficient dimension reduction for the Gaussian process emulation of two nested codes with functional outputs. Comput. Stat. 35 (3) (2020)
Josselin Garnier, Knut Sølna
Optimal Hedging Under Fast-Varying Stochastic Volatility. SIAM J. Financial Math. 11 (1) (2020)
Josselin Garnier, Knut Sølna
Implied Volatility Structure in Turbulent and Long-Memory Markets. Frontiers Appl. Math. Stat. 6 (2020)
Josselin Garnier
Low-frequency source imaging in an acoustic waveguide. CoRR (2020)
Josselin Garnier, Etienne Gay, Éric Savin
Multiscale Analysis of Spectral Broadening of Acoustic Waves by a Turbulent Shear Layer. Multiscale Model. Simul. 18 (2) (2020)
Liliana Borcea, Josselin Garnier, Knut Sølna
Sound Propagation in a Weakly Turbulent Flow in a Waveguide. SIAM J. Appl. Math. 79 (6) (2019)
Liliana Borcea, Josselin Garnier, Knut Solna
Wave Propagation and Imaging in Moving Random Media. Multiscale Model. Simul. 17 (1) (2019)
Josselin Garnier, Knut Sølna
Noninvasive Imaging Through Random Media. SIAM J. Appl. Math. 78 (6) (2018)
Liliana Borcea, Josselin Garnier
Laser Beam Imaging from the Speckle Pattern of the Off-Axis Scattered Intensity. SIAM J. Appl. Math. 78 (2) (2018)
Rémi Sainct, Cyril Feau, Jean-Marc Martinez, Josselin Garnier
Efficient Seismic fragility curve estimation by Active Learning on Support Vector Machines. CoRR (2018)
Jacques Fournier, Josselin Garnier, George Papanicolaou, Chrysoula Tsogka
Correlation-based imaging of fast moving objects using a sparse network of passive receivers. ACSSC (2018)
Jacques Fournier, Josselin Garnier, George Papanicolaou, Chrysoula Tsogka
Matched-Filter and Correlation-Based Imaging for Fast Moving Objects Using a Sparse Network of Receivers. SIAM J. Imaging Sci. 10 (4) (2017)
Josselin Garnier, George Papanicolaou, Tzu-Wei Yang
A risk analysis for a system stabilized by a central agent. Risk Decis. Anal. 6 (2) (2017)
Liliana Borcea, Josselin Garnier, George Papanicolaou, Knut Sølna, Chrysoula Tsogka
Resolution Analysis of Passive Synthetic Aperture Imaging of Fast Moving Objects. SIAM J. Imaging Sci. 10 (2) (2017)
Liliana Borcea, Josselin Garnier
Pulse Reflection in a Random Waveguide with a Turning Point. Multiscale Model. Simul. 15 (4) (2017)
Josselin Garnier, Knut Sølna
Focusing Waves Through a Randomly Scattering Medium in the White-Noise Paraxial Regime. SIAM J. Appl. Math. 77 (2) (2017)
Josselin Garnier, Knut Sølna
Correction to Black-Scholes Formula Due to Fractional Stochastic Volatility. SIAM J. Financial Math. 8 (1) (2017)
Guillaume Perrin, Christian Soize, Sophie Marque-Pucheu, Josselin Garnier
Nested polynomial trends for the improvement of Gaussian process-based predictors. J. Comput. Phys. 346 (2017)
Loïc Le Gratiet, Josselin Garnier
Asymptotic analysis of the learning curve for Gaussian process regression. Mach. Learn. 98 (3) (2015)
Josselin Garnier, George Papanicolaou, Adrien Semin, Chrysoula Tsogka
Signal to Noise Ratio Analysis in Virtual Source Array Imaging. SIAM J. Imaging Sci. 8 (1) (2015)
Josselin Garnier, George Papanicolaou, Tzu-Wei Yang
Consensus Convergence with Stochastic Effects. CoRR (2015)
Josselin Garnier, Knut Sølna
White-Noise Paraxial Approximation for a General Random Hyperbolic System. Multiscale Model. Simul. 13 (3) (2015)
Josselin Garnier, George Papanicolaou
Passive Synthetic Aperture Imaging. SIAM J. Imaging Sci. 8 (4) (2015)
Liliana Borcea, Josselin Garnier
Paraxial Coupling of Propagating Modes in Three-Dimensional Waveguides with Random Boundaries. Multiscale Model. Simul. 12 (2) (2014)
Josselin Garnier, George Papanicolaou
Role of Scattering in Virtual Source Array Imaging. SIAM J. Imaging Sci. 7 (2) (2014)
Habib Ammari, Josselin Garnier, Hyeonbae Kang, Mikyoung Lim, Sanghyeon Yu
Generalized polarization tensors for shape description. Numerische Mathematik 126 (2) (2014)
Habib Ammari, Thomas Boulier, Josselin Garnier, Wenjia Jing, Hyeonbae Kang, Han Wang
Target Identification Using Dictionary Matching of Generalized Polarization Tensors. Found. Comput. Math. 14 (1) (2014)
Josselin Garnier, Knut Sølna
Wave Backscattering by Point Scatterers in the Random Paraxial Regime. Multiscale Model. Simul. 12 (3) (2014)
Habib Ammari, Josselin Garnier, Pierre Millien
Backpropagation Imaging in Nonlinear Harmonic Holography in the Presence of Measurement and Medium Noises. SIAM J. Imaging Sci. 7 (1) (2014)
Josselin Garnier, George Papanicolaou, Adrien Semin, Chrysoula Tsogka
Signal-to-Noise Ratio Estimation in Passive Correlation-Based Imaging. SIAM J. Imaging Sci. 6 (2) (2013)
Habib Ammari, Elie Bretin, Josselin Garnier, Wenjia Jing, Hyeonbae Kang, Abdul Wahab
Localization, Stability, and Resolution of Topological Derivative Based Imaging Functionals in Elasticity. SIAM J. Imaging Sci. 6 (4) (2013)
Josselin Garnier, George Papanicolaou, Tzu-Wei Yang
Anomalous Shock Displacement Probabilities for a Perturbed Scalar Conservation Law. Multiscale Model. Simul. 11 (4) (2013)
Maarten V. de Hoop, Josselin Garnier, Sean F. Holman, Knut Sølna
Retrieval of a Green's Function with Reflections from Partly Coherent Waves Generated by a Wave Packet Using Cross Correlations. SIAM J. Appl. Math. 73 (1) (2013)
Habib Ammari, Thomas Boulier, Josselin Garnier
Modeling Active Electrolocation in Weakly Electric Fish. SIAM J. Imaging Sci. 6 (1) (2013)
Habib Ammari, Thomas Boulier, Josselin Garnier, Hyeonbae Kang, Han Wang
Tracking of a Mobile Target Using Generalized Polarization Tensors. SIAM J. Imaging Sci. 6 (3) (2013)
Josselin Garnier, George Papanicolaou, Tzu-Wei Yang
Large Deviations for a Mean Field Model of Systemic Risk. SIAM J. Financial Math. 4 (1) (2013)
Habib Ammari, Josselin Garnier, Wenjia Jing
Passive Array Correlation-Based Imaging in a Random Waveguide. Multiscale Model. Simul. 11 (2) (2013)
Habib Ammari, Josselin Garnier, Knut Sølna
Partial Data Resolving Power of Conductivity Imaging from Boundary Measurements. SIAM J. Math. Anal. 45 (3) (2013)
Jordan Ko, Josselin Garnier
Multi-element stochastic spectral projection for high quantile estimation. J. Comput. Phys. 243 (2013)
Habib Ammari, Josselin Garnier, Hyeonbae Kang, Mikyoung Lim, Knut Sølna
Multistatic Imaging of Extended Targets. SIAM J. Imaging Sci. 5 (2) (2012)
Miguel Munoz Zuniga, Josselin Garnier, Emmanuel Remy, Etienne de Rocquigny
Analysis of adaptive directional stratification for the controlled estimation of rare event probabilities. Stat. Comput. 22 (3) (2012)
Habib Ammari, Josselin Garnier, Vincent Jugnon, Hyeonbae Kang
Stability and Resolution Analysis for a Topological Derivative Based Imaging Functional. SIAM J. Control. Optim. 50 (1) (2012)
Habib Ammari, Emmanuel Bossy, Josselin Garnier, Laurent Seppecher
Acousto-electromagnetic Tomography. SIAM J. Appl. Math. 72 (5) (2012)
Habib Ammari, Elie Bretin, Josselin Garnier, Abdul Wahab
Noise Source Localization in an Attenuating Medium. SIAM J. Appl. Math. 72 (1) (2012)
Josselin Garnier, Knut Sølna
Coupled Wideangle Wave Approximations. Multiscale Model. Simul. 10 (1) (2012)
Habib Ammari, Thomas Boulier, Josselin Garnier, Hyeonbae Kang, Han Wang
Tracking of a Mobile Target Using Generalized Polarization Tensors CoRR (2012)
Guillaume Bal, Josselin Garnier, Yu Gu, Wenjia Jing
Corrector theory for elliptic equations with long-range correlated random potential. Asymptot. Anal. 77 (3-4) (2012)
Habib Ammari, Elie Bretin, Josselin Garnier, Vincent Jugnon
Coherent Interferometry Algorithms for Photoacoustic Imaging. SIAM J. Numer. Anal. 50 (5) (2012)
Habib Ammari, Josselin Garnier, Hyeonbae Kang, Won-Kwang Park, Knut Sølna
Imaging Schemes for Perfectly Conducting Cracks. SIAM J. Appl. Math. 71 (1) (2011)
Miguel Munoz Zuniga, Josselin Garnier, Emmanuel Remy, Etienne de Rocquigny
Adaptive directional stratification for controlled estimation of the probability of a rare event. Reliab. Eng. Syst. Saf. 96 (12) (2011)
Habib Ammari, Josselin Garnier, Hyeonbae Kang, Hyundae Lee, Knut Sølna
The Mean Escape Time for a Narrow Escape Problem with Multiple Switching Gates. Multiscale Model. Simul. 9 (2) (2011)
Josselin Garnier, Knut Sølna
Wave Transmission through Random Layering with Pressure Release Boundary Conditions. Multiscale Model. Simul. 8 (3) (2010)
Josselin Garnier, Knut Sølna
Cross Correlation and Deconvolution of Noise Signals in Randomly Layered Media. SIAM J. Imaging Sci. 3 (4) (2010)
Josselin Garnier, Knut Sølna
Paraxial Coupling of Electromagnetic Waves in Random Media. Multiscale Model. Simul. 7 (4) (2009)
Josselin Garnier, George Papanicolaou
Passive Sensor Imaging Using Cross Correlations of Noisy Signals in a Scattering Medium. SIAM J. Imaging Sci. 2 (2) (2009)
Josselin Garnier, Knut Sølna
A two-way paraxial system for simulation of wave backscattering by a random medium. J. Comput. Phys. 228 (9) (2009)
Josselin Garnier, Abdennebi Omrane, Youssef Rouchdy
Asymptotic formulas for the derivatives of probability functions and their Monte Carlo estimations. Eur. J. Oper. Res. 198 (3) (2009)
Josselin Garnier, Knut Sølna
Effective Transport Equations and Enhanced Backscattering in Random Waveguides. SIAM J. Appl. Math. 68 (6) (2008)
Josselin Garnier, Knut Sølna
Pulse Propagation in Random Media with Long-Range Correlation. Multiscale Model. Simul. 7 (3) (2008)
Guillaume Bal, Josselin Garnier, Sébastien Motsch, Vincent Perrier
Random integrals and correctors in homogenization. Asymptot. Anal. 59 (1-2) (2008)
Josselin Garnier, George Papanicolaou
Pulse Propagation and Time Reversal in Random Waveguides. SIAM J. Appl. Math. 67 (6) (2007)
Josselin Garnier, Juan Carlos Muñoz Grajales, André Nachbin
Effective Behavior of Solitary Waves over Random Topography. Multiscale Model. Simul. 6 (3) (2007)
Josselin Garnier
Imaging in Randomly Layered Media by Cross-Correlating Noisy Signals. Multiscale Model. Simul. 4 (2) (2005)
André Nachbin, Jean-Pierre Fouque, Josselin Garnier
Time Reversal for Dispersive Waves in Random Media. SIAM J. Appl. Math. 64 (5) (2004)
Josselin Garnier, Leila Kallel
Efficiency of Local Search with Multiple Local Optima. SIAM J. Discret. Math. 15 (1) (2001)
Josselin Garnier, Leila Kallel
Statistical distribution of the convergence time of evolutionary algorithms for long-path problems. IEEE Trans. Evol. Comput. 4 (1) (2000)
Josselin Garnier, Leila Kallel, Marc Schoenauer
Rigorous Hitting Times for Binary Mutations. Evol. Comput. 7 (2) (1999)
Josselin Garnier
Asymptotic Transmission of Solitons through Random Media. SIAM J. Appl. Math. 58 (6) (1998)

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Publication Activity (10 Years)

Top Topics

Top Venues

Josselin Garnier