Homogenization in a Periodic and Time-Dependent Potential. - Josselin Garnier (SIAM J. Appl. Math., 1997)

Asymptotic Transmission of Solitons through Random Media. - Josselin Garnier (SIAM J. Appl. Math., 1998)

Rigorous Hitting Times for Binary Mutations. - Josselin Garnier; Leila Kallel; Marc Schoenauer (Evol. Comput., 1999)

Statistical distribution of the convergence time of evolutionary algorithms for long-path problems. - Josselin Garnier; Leila Kallel (IEEE Trans. Evol. Comput., 2000)

Efficiency of Local Search with Multiple Local Optima. - Josselin Garnier; Leila Kallel (SIAM J. Discret. Math., 2001)

Time Reversal for Dispersive Waves in Random Media. - André Nachbin; Jean-Pierre Fouque; Josselin Garnier (SIAM J. Appl. Math., 2004)

Imaging in Randomly Layered Media by Cross-Correlating Noisy Signals. - Josselin Garnier (Multiscale Model. Simul., 2005)

Effective Behavior of Solitary Waves over Random Topography. - Josselin Garnier; Juan Carlos Muñoz Grajales; André Nachbin (Multiscale Model. Simul., 2007)

Pulse Propagation and Time Reversal in Random Waveguides. - Josselin Garnier; George Papanicolaou (SIAM J. Appl. Math., 2007)

Random integrals and correctors in homogenization. - Guillaume Bal; Josselin Garnier; Sébastien Motsch; Vincent Perrier (Asymptot. Anal., 2008)

Pulse Propagation in Random Media with Long-Range Correlation. - Josselin Garnier; Knut Sølna (Multiscale Model. Simul., 2008)

Effective Transport Equations and Enhanced Backscattering in Random Waveguides. - Josselin Garnier; Knut Sølna (SIAM J. Appl. Math., 2008)

Asymptotic formulas for the derivatives of probability functions and their Monte Carlo estimations. - Josselin Garnier; Abdennebi Omrane; Youssef Rouchdy (Eur. J. Oper. Res., 2009)

A two-way paraxial system for simulation of wave backscattering by a random medium. - Josselin Garnier; Knut Sølna (J. Comput. Phys., 2009)

Paraxial Coupling of Electromagnetic Waves in Random Media. - Josselin Garnier; Knut Sølna (Multiscale Model. Simul., 2009)

Passive Sensor Imaging Using Cross Correlations of Noisy Signals in a Scattering Medium. - Josselin Garnier; George Papanicolaou (SIAM J. Imaging Sci., 2009)

Wave Transmission through Random Layering with Pressure Release Boundary Conditions. - Josselin Garnier; Knut Sølna (Multiscale Model. Simul., 2010)

Cross Correlation and Deconvolution of Noise Signals in Randomly Layered Media. - Josselin Garnier; Knut Sølna (SIAM J. Imaging Sci., 2010)

The Mean Escape Time for a Narrow Escape Problem with Multiple Switching Gates. - Habib Ammari; Josselin Garnier; Hyeonbae Kang; Hyundae Lee; Knut Sølna (Multiscale Model. Simul., 2011)

Adaptive directional stratification for controlled estimation of the probability of a rare event. - Miguel Munoz Zuniga; Josselin Garnier; Emmanuel Remy; Etienne de Rocquigny (Reliab. Eng. Syst. Saf., 2011)

Imaging Schemes for Perfectly Conducting Cracks. - Habib Ammari; Josselin Garnier; Hyeonbae Kang; Won-Kwang Park; Knut Sølna (SIAM J. Appl. Math., 2011)

Corrector theory for elliptic equations with long-range correlated random potential. - Guillaume Bal; Josselin Garnier; Yu Gu; Wenjia Jing (Asymptot. Anal., 2012)

Coupled Wideangle Wave Approximations. - Josselin Garnier; Knut Sølna (Multiscale Model. Simul., 2012)

Analysis of adaptive directional stratification for the controlled estimation of rare event probabilities. - Miguel Munoz Zuniga; Josselin Garnier; Emmanuel Remy; Etienne de Rocquigny (Stat. Comput., 2012)

Acousto-electromagnetic Tomography. - Habib Ammari; Emmanuel Bossy; Josselin Garnier; Laurent Seppecher (SIAM J. Appl. Math., 2012)

Noise Source Localization in an Attenuating Medium. - Habib Ammari; Elie Bretin; Josselin Garnier; Abdul Wahab 002 (SIAM J. Appl. Math., 2012)

Stability and Resolution Analysis for a Topological Derivative Based Imaging Functional. - Habib Ammari; Josselin Garnier; Vincent Jugnon; Hyeonbae Kang (SIAM J. Control. Optim., 2012)

Multistatic Imaging of Extended Targets. - Habib Ammari; Josselin Garnier; Hyeonbae Kang; Mikyoung Lim; Knut Sølna (SIAM J. Imaging Sci., 2012)

Coherent Interferometry Algorithms for Photoacoustic Imaging. - Habib Ammari; Elie Bretin; Josselin Garnier; Vincent Jugnon (SIAM J. Numer. Anal., 2012)

Multi-element stochastic spectral projection for high quantile estimation. - Jordan Ko; Josselin Garnier (J. Comput. Phys., 2013)

Passive Array Correlation-Based Imaging in a Random Waveguide. - Habib Ammari; Josselin Garnier; Wenjia Jing (Multiscale Model. Simul., 2013)

Anomalous Shock Displacement Probabilities for a Perturbed Scalar Conservation Law. - Josselin Garnier; George Papanicolaou; Tzu-Wei Yang (Multiscale Model. Simul., 2013)

Retrieval of a Green's Function with Reflections from Partly Coherent Waves Generated by a Wave Packet Using Cross Correlations. - Maarten V. de Hoop; Josselin Garnier; Sean F. Holman; Knut Sølna (SIAM J. Appl. Math., 2013)

Large Deviations for a Mean Field Model of Systemic Risk. - Josselin Garnier; George Papanicolaou; Tzu-Wei Yang (SIAM J. Financial Math., 2013)

Modeling Active Electrolocation in Weakly Electric Fish. - Habib Ammari; Thomas Boulier; Josselin Garnier (SIAM J. Imaging Sci., 2013)

Localization, Stability, and Resolution of Topological Derivative Based Imaging Functionals in Elasticity. - Habib Ammari; Elie Bretin; Josselin Garnier; Wenjia Jing; Hyeonbae Kang; Abdul Wahab 002 (SIAM J. Imaging Sci., 2013)

Tracking of a Mobile Target Using Generalized Polarization Tensors. - Habib Ammari; Thomas Boulier; Josselin Garnier; Hyeonbae Kang; Han Wang (SIAM J. Imaging Sci., 2013)

Signal-to-Noise Ratio Estimation in Passive Correlation-Based Imaging. - Josselin Garnier; George Papanicolaou; Adrien Semin; Chrysoula Tsogka (SIAM J. Imaging Sci., 2013)

Partial Data Resolving Power of Conductivity Imaging from Boundary Measurements. - Habib Ammari; Josselin Garnier; Knut Sølna (SIAM J. Math. Anal., 2013)

Target Identification Using Dictionary Matching of Generalized Polarization Tensors. - Habib Ammari; Thomas Boulier; Josselin Garnier; Wenjia Jing; Hyeonbae Kang; Han Wang (Found. Comput. Math., 2014)

Paraxial Coupling of Propagating Modes in Three-Dimensional Waveguides with Random Boundaries. - Liliana Borcea; Josselin Garnier (Multiscale Model. Simul., 2014)

Wave Backscattering by Point Scatterers in the Random Paraxial Regime. - Josselin Garnier; Knut Sølna (Multiscale Model. Simul., 2014)

Generalized polarization tensors for shape description. - Habib Ammari; Josselin Garnier; Hyeonbae Kang; Mikyoung Lim; Sanghyeon Yu (Numerische Mathematik, 2014)

Backpropagation Imaging in Nonlinear Harmonic Holography in the Presence of Measurement and Medium Noises. - Habib Ammari; Josselin Garnier; Pierre Millien (SIAM J. Imaging Sci., 2014)

Role of Scattering in Virtual Source Array Imaging. - Josselin Garnier; George Papanicolaou (SIAM J. Imaging Sci., 2014)

Consensus Convergence with Stochastic Effects. - Josselin Garnier; George Papanicolaou; Tzu-Wei Yang (CoRR, 2015)

Asymptotic analysis of the learning curve for Gaussian process regression. - Loïc Le Gratiet; Josselin Garnier (Mach. Learn., 2015)

White-Noise Paraxial Approximation for a General Random Hyperbolic System. - Josselin Garnier; Knut Sølna (Multiscale Model. Simul., 2015)

Passive Synthetic Aperture Imaging. - Josselin Garnier; George Papanicolaou (SIAM J. Imaging Sci., 2015)

Signal to Noise Ratio Analysis in Virtual Source Array Imaging. - Josselin Garnier; George Papanicolaou; Adrien Semin; Chrysoula Tsogka (SIAM J. Imaging Sci., 2015)

Nested polynomial trends for the improvement of Gaussian process-based predictors. - Guillaume Perrin; Christian Soize; Sophie Marque-Pucheu; Josselin Garnier (J. Comput. Phys., 2017)

Pulse Reflection in a Random Waveguide with a Turning Point. - Liliana Borcea; Josselin Garnier (Multiscale Model. Simul., 2017)

A risk analysis for a system stabilized by a central agent. - Josselin Garnier; George Papanicolaou; Tzu-Wei Yang (Risk Decis. Anal., 2017)

Focusing Waves Through a Randomly Scattering Medium in the White-Noise Paraxial Regime. - Josselin Garnier; Knut Sølna (SIAM J. Appl. Math., 2017)

Correction to Black-Scholes Formula Due to Fractional Stochastic Volatility. - Josselin Garnier; Knut Sølna (SIAM J. Financial Math., 2017)

Resolution Analysis of Passive Synthetic Aperture Imaging of Fast Moving Objects. - Liliana Borcea; Josselin Garnier; George Papanicolaou; Knut Sølna; Chrysoula Tsogka (SIAM J. Imaging Sci., 2017)

Matched-Filter and Correlation-Based Imaging for Fast Moving Objects Using a Sparse Network of Receivers. - Jacques Fournier; Josselin Garnier; George Papanicolaou; Chrysoula Tsogka (SIAM J. Imaging Sci., 2017)

Correlation-based imaging of fast moving objects using a sparse network of passive receivers. - Jacques Fournier; Josselin Garnier; George Papanicolaou; Chrysoula Tsogka (ACSSC, 2018)

Efficient Seismic fragility curve estimation by Active Learning on Support Vector Machines. - Rémi Sainct; Cyril Feau; Jean-Marc Martinez; Josselin Garnier (CoRR, 2018)

Laser Beam Imaging from the Speckle Pattern of the Off-Axis Scattered Intensity. - Liliana Borcea; Josselin Garnier (SIAM J. Appl. Math., 2018)

Noninvasive Imaging Through Random Media. - Josselin Garnier; Knut Sølna (SIAM J. Appl. Math., 2018)

Wave Propagation and Imaging in Moving Random Media. - Liliana Borcea; Josselin Garnier; Knut Solna (Multiscale Model. Simul., 2019)

Sound Propagation in a Weakly Turbulent Flow in a Waveguide. - Liliana Borcea; Josselin Garnier; Knut Sølna (SIAM J. Appl. Math., 2019)

Low-frequency source imaging in an acoustic waveguide. - Josselin Garnier (CoRR, 2020)

An efficient dimension reduction for the Gaussian process emulation of two nested codes with functional outputs. - Sophie Marque-Pucheu; Guillaume Perrin; Josselin Garnier (Comput. Stat., 2020)

Implied Volatility Structure in Turbulent and Long-Memory Markets. - Josselin Garnier; Knut Sølna (Frontiers Appl. Math. Stat., 2020)

Wave Propagation in Randomly Perturbed Weakly Coupled Waveguides. - Liliana Borcea; Josselin Garnier (Multiscale Model. Simul., 2020)

Multiscale Analysis of Spectral Broadening of Acoustic Waves by a Turbulent Shear Layer. - Josselin Garnier; Etienne Gay; Éric Savin (Multiscale Model. Simul., 2020)

Optimal Hedging Under Fast-Varying Stochastic Volatility. - Josselin Garnier; Knut Sølna (SIAM J. Financial Math., 2020)

High-Resolution Interferometric Synthetic Aperture Imaging in Scattering Media. - Liliana Borcea; Josselin Garnier (SIAM J. Imaging Sci., 2020)

Causal and Interpretable Rules for Time Series Analysis. - Amin Dhaou; Antoine Bertoncello; Sébastien Gourvénec; Josselin Garnier; Erwan Le Pennec (KDD, 2021)

Reduced order model approach for imaging with waves. - Liliana Borcea; Josselin Garnier; Alexander V. Mamonov; Jörn T. Zimmerling (CoRR, 2021)

Adaptive importance sampling for seismic fragility curve estimation. - Clement Gauchy; Cyril Feau; Josselin Garnier (CoRR, 2021)

Optimal potential functions for the interacting particle system method. - Hassane Chraibi; Anne Dutfoy; Thomas Galtier; Josselin Garnier (Monte Carlo Methods Appl., 2021)

Wave Propagation in Periodic and Random Time-Dependent Media. - Josselin Garnier (Multiscale Model. Simul., 2021)

Passive Communication with Ambient Noise. - Josselin Garnier (SIAM J. Appl. Math., 2021)

Imaging in Random Media by Two-Point Coherent Interferometry. - Liliana Borcea; Josselin Garnier (SIAM J. Imaging Sci., 2021)

Waveform inversion via reduced order modeling. - Liliana Borcea; Josselin Garnier; Alexander V. Mamonov; Jörn T. Zimmerling (CoRR, 2022)

Heterogeneous Treatment Effects Estimation: When Machine Learning meets multiple treatment regime. - Naoufal Acharki; Josselin Garnier; Antoine Bertoncello; Ramiro Lugo (CoRR, 2022)

Velocity estimation via model order reduction. - Alexander V. Mamonov; Liliana Borcea; Josselin Garnier; Jörn T. Zimmerling (CoRR, 2022)

Comparison of meta-learners for estimating multi-valued treatment heterogeneous effects. - Naoufal Acharki; Ramiro Lugo; Antoine Bertoncello; Josselin Garnier (ICML, 2023)

Conditional score-based diffusion models for Bayesian inference in infinite dimensions. - Lorenzo Baldassari; Ali Siahkoohi; Josselin Garnier; Knut Solna; Maarten V. de Hoop (NeurIPS, 2023)

Automated approach for source location in shallow waters. - Angèle Niclas; Josselin Garnier (CoRR, 2023)

Robust prediction interval estimation for Gaussian processes by cross-validation method. - Naoufal Acharki; Antoine Bertoncello; Josselin Garnier (Comput. Stat. Data Anal., 2023)

Paraxial Wave Propagation in Random Media with Long-Range Correlations. - Liliana Borcea; Josselin Garnier; Knut Sølna (SIAM J. Appl. Math., 2023)

Speckle Memory Effect in the Frequency Domain and Stability in Time-Reversal Experiments. - Josselin Garnier; Knut Sølna (Multiscale Model. Simul., 2023)

Waveform Inversion with a Data Driven Estimate of the Internal Wave. - Liliana Borcea; Josselin Garnier; Alexander V. Mamonov; Jörn T. Zimmerling (SIAM J. Imaging Sci., 2023)

A Piecewise Deterministic Markov Process Approach Modeling a Dry Friction Problem with Noise. - Josselin Garnier; Ziyu Lu; Laurent Mertz (SIAM J. Appl. Math., 2023)

The Linear Sampling Method for Random Sources. - Josselin Garnier; Houssem Haddar; Hadrien Montanelli (SIAM J. Imaging Sci., 2023)

Gaussian process regression with Sliced Wasserstein Weisfeiler-Lehman graph kernels. - Raphaël Carpintero Perez; Sébastien Da Veiga; Josselin Garnier; Brian Staber (AISTATS, 2024)

Taming Score-Based Diffusion Priors for Infinite-Dimensional Nonlinear Inverse Problems. - Lorenzo Baldassari; Ali Siahkoohi; Josselin Garnier; Knut Solna; Maarten V. de Hoop (CoRR, 2024)

The Linear Sampling Method for Data Generated by Small Random Scatterers. - Josselin Garnier; Houssem Haddar; Hadrien Montanelli (SIAM J. Imaging Sci., 2024)

When Data Driven Reduced Order Modeling Meets Full Waveform Inversion. - Liliana Borcea; Josselin Garnier; Alexander V. Mamonov; Jörn T. Zimmerling (SIAM Rev., 2024)

Adaptive Importance Sampling Based on Fault Tree Analysis for Piecewise Deterministic Markov Process. - Guillaume Chennetier; Hassane Chraibi; Anne Dutfoy; Josselin Garnier (SIAM/ASA J. Uncertain. Quantification, 2024)

Three-Dimensional Random Wave Coupling Along a Boundary and an Associated Inverse Problem. - Maarten V. de Hoop; Josselin Garnier; Knut Sølna (Multiscale Model. Simul., 2024)

A Mean Field Game Model for Renewable Investment Under Long-Term Uncertainty and Risk Aversion. - Célia Escribe; Josselin Garnier; Emmanuel Gobet (Dyn. Games Appl., 2024)

Learning signals defined on graphs with optimal transport and Gaussian process regression. - Raphaël Carpintero Perez; Sébastien Da Veiga; Josselin Garnier; Brian Staber (AISTATS, 2025)

Surface Waves in Randomly Perturbed Discrete Models. - Josselin Garnier; Basant Lal Sharma (Multiscale Model. Simul., 2025)

Reduced Order Modeling for First Order Hyperbolic Systems with Application to Multiparameter Acoustic Waveform Inversion. - Liliana Borcea; Josselin Garnier; Alexander V. Mamonov; Jörn T. Zimmerling (SIAM J. Imaging Sci., 2025)

Preconditioned Langevin Dynamics with Score-Based Generative Models for Infinite-Dimensional Linear Bayesian Inverse Problems. - Lorenzo Baldassari; Josselin Garnier; Knut Solna; Maarten V. de Hoop (CoRR, 2025)