JG
Josselin Garnier
math.APcs.NAmath.NAphysics.opticsmath.PRstat.MLnlin.PScs.LGstat.APmath.MP
On Valency
published · living versionsW_7ma8rj7e·v1 · currentpublished
Shape recognition and classification in electro-sensing
with Habib Ammari, Thomas Boulier, Han Wang
1 version
Preprints & journals
176 papers in the corpus · 1999–2026Bayesian Calibration with Functional Outputs Using Elastic Partial Matching2609.24676v1 · Paul Casteras, CMAP, L2S et al.2026 · 0 citationsarXiv
Multi-fidelity Monte Carlo estimation of floor response spectra under combined seismic and structural parameter uncertainties2609.01674v1 · Nils Baillie, Baptiste Kerleguer, Cyril Feau et al.2026 · 0 citationsarXiv
Asymptotics-guided learning and symbolic regression for dispersive resonances2608.16152v1 · Konstantinos Alexopoulos, Josselin Garnier2026 · 0 citationsarXiv
Reduced-order modeling for electromagnetic inverse problems: a layered medium benchmark2608.03996v1 · Konstantinos Alexopoulos, Josselin Garnier2026 · 0 citationsarXiv
Robustness of surface edge states in the presence of weak, localized disorder.42768515 · Garnier, Josselin, Sharma, Basant Lal2026 · 0 citationsPhysical review. E. 2026;114(2-1):024103
Correlated phase screens for beams in extreme turbulence.42863019 · Borcea, Liliana, Garnier, Josselin, Sølna, Knut2026 · 2 citationsJournal of the Optical Society of America. A, Optics, image science, and vision. 2026;43(7):C6-C19
Dimension-Uniform Discretization Analysis of Preconditioned Annealed Langevin Dynamics for Multimodal Gaussian Mixtures2605.16473v1 · Lorenzo Baldassari, Josselin Garnier, Knut Solna et al.2026 · 0 citationsarXiv
On Hallucinations in Inverse Problems: Fundamental Limits and Provable Assessment Methods2605.13146v1 · David Iagaru, Nina M. Gottschling, Anders C. Hansen et al.2026 · 0 citationsarXiv
Multifidelity Gaussian process regression for solving nonlinear partial differential equations2605.10383v1 · Fatima-Zahrae El-Boukkouri, Josselin Garnier, Olivier Roustant2026 · 0 citationsarXiv
Irreversible Thermalization vs Reversible Dynamics Mediated by Anomalous Correlators: Wave Turbulence Theory and Experiments in Optical Fibers.42139481 · Torres, T, Garnier, J, Zanaglia, L et al.2026 · 0 citationsPhysical review letters. 2026;136(17):173801
Passive Imaging with Ambient Noise Under Wave Speed Mismatch: Mathematical Analysis and Wave Speed Estimation2602.15623v2 · Zetao Fei, Josselin Garnier2026 · 0 citationsarXiv
Spatiotemporal Thermalization and Adiabatic Cooling of Guided Light Waves.41723662 · Zanaglia, Lucas, Garnier, Josselin, Carusotto, Iacopo et al.2026 · 3 citationsPhysical review letters. 2026;136(5):053802
Dimension-Free Multimodal Sampling via Preconditioned Annealed Langevin Dynamics2602.01449v2 · Lorenzo Baldassari, Josselin Garnier, Knut Solna et al.2026 · 0 citationsarXiv
Quantitative synthetic aperture radar inversion2601.20583v1 · Liliana Borcea, Josselin Garnier, Alexander V. Mamonov et al.2026 · 0 citationsarXiv
Uncertainty Quantification in Coupled Multiphysics Systems via Gaussian Process Surrogates: Application to Fuel Assembly Bow2601.18480v1 · Ali Abboud, Josselin Garnier, Bertrand Leturcq et al.2026 · 0 citationsarXiv
Spatio-temporal equilibrium thermodynamics of guided optical waves at positive and negative temperatures2512.07784v2 · Lucas Zanaglia, Josselin Garnier, Claire Michel et al.2025 · 0 citationsPhys. Rev. A 113, 063533 (2026)
Multi-fidelity Gaussian process regression for noisy outputs and non-nested experimental designs: a comparison between the recursive and non-recursive formulations2511.20183v2 · Nils Baillie, Baptiste Kerleguer, Cyril Feau et al.2025 · 0 citationsarXiv
A control variate method based on polynomial approximation of Brownian path2511.08021v1 · Josselin Garnier, Laurent Mertz2025 · 0 citationsarXiv
A reproducible comparative study of categorical kernels for Gaussian process regression, with new clustering-based nested kernels2510.01840v1 · Raphael Carpintero Perez (CMAP), S'ebastien Da Veiga (ENSAI, CREST et al.2025 · 0 citationsarXiv
Stochastic Dynamics of Incoherent Branched Flows.40548806 · Garnier, Josselin, Picozzi, Antonio, Torres, Theo2025 · 1 citationPhysical review letters. 2025;134(22):223803
Preconditioned Langevin Dynamics with Score-Based Generative Models for Infinite-Dimensional Linear Bayesian Inverse Problems2505.18276v2 · Lorenzo Baldassari, Josselin Garnier, Knut Solna et al.2025 · 0 citationsarXiv
Taking advantage of multiple scattering for Optical Reflection Tomography2506.04232v2 · Thomas Wasik, Victor Barolle, Alexandre Aubry et al.2025 · 1 citationarXiv
Wave turbulence, thermalization and multimode locking in optical fibers2505.11299v1 · M. Ferraro, K. Baudin, M. Gervaziev et al.2025 · 6 citationsarXiv
Reduced Order Modeling for First Order Hyperbolic Systems with Application to Multiparameter Acoustic Waveform Inversion2505.08937v1 · Liliana Borcea, Josselin Garnier, Alexander V. Mamonov et al.2025 · 2 citationsSIAM Journal on Imaging Sciences Vol. 18, Iss. 2 (2025) 10.1137/24M1699784
Probing the speckle to estimate the effective speed of sound, a first step towards quantitative ultrasound imaging2505.07566v1 · Josselin Garnier, Laure Giovangigli, Quentin Goepfert et al.2025 · 0 citationsarXiv
General reproducing properties in RKHS with application to derivative and integral operators2503.15922v2 · Fatima-Zahrae El-Boukkouri (INSA Toulouse, IMT), Josselin Garnier (CMAP et al.2025 · 1 citationarXiv
Robust a posteriori estimation of probit-lognormal seismic fragility curves via sequential design of experiments and constrained reference prior2503.07343v4 · Antoine Van Biesbroeck, Cl'ement Gauchy, Cyril Feau et al.2025 · 2 citationsNucl. Eng. Des. 448 (2026) 114695
Stochastic Dynamics of Incoherent Branched Flow2502.07028v2 · Josselin Garnier, Antonio Picozzi, Theo Torres2025 · 0 citationsarXiv
Learning signals defined on graphs with optimal transport and Gaussian process regression2410.15721v2 · Raphael Carpintero Perez (CMAP), S'ebastien da Veiga (ENSAI, CREST) et al.2024 · 1 citationarXiv
Uncertainty quantification in neutron and gamma time correlation measurements2410.01522v1 · Paul Lartaud, Philippe Humbert, Josselin Garnier2024 · 0 citationsarXiv
Sensitivity analysis of colored-noise-driven interacting particle systems.39562890 · Garnier, Josselin, Ip, Harry L F, Mertz, Laurent2024 · 0 citationsPhysical review. E. 2024;110(4-1):044119
Bayesian Calibration for Prediction in a Multi-Output Transposition Context2410.00116v4 · Charlie Sire, Josselin Garnier, C'edric Durantin et al.2024 · 0 citationsInternational Journal for Uncertainty Quantification, Volume 15, Issue 6, 2025, pp. 37-59
Surface waves in randomly perturbed discrete models2407.05056v1 · Josselin Garnier, Basant Lal Sharma2024 · 1 citationarXiv
Taming Score-Based Diffusion Priors for Infinite-Dimensional Nonlinear Inverse Problems2405.15676v1 · Lorenzo Baldassari, Ali Siahkoohi, Josselin Garnier et al.2024 · 2 citationsarXiv
Bridging Rayleigh-Jeans and Bose-Einstein condensation of a guided fluid of light with positive and negative temperatures2405.06531v2 · Lucas Zanaglia, Josselin Garnier, Sergio Rica et al.2024 · 6 citationsarXiv
Automated approach for recovering modal components in shallow waters.38557739 · Niclas, Angèle, Garnier, Josselin2024 · 1 citationThe Journal of the Acoustical Society of America. 2024;155(4):2347-2358
The linear sampling method for data generated by small random scatterers2403.19482v2 · J. Garnier, H. Haddar, H. Montanelli2024 · 2 citationsarXiv
Sequential design for surrogate modeling in Bayesian inverse problems2402.16520v3 · Paul Lartaud, Philippe Humbert, Josselin Garnier2024 · 2 citationsarXiv
Gaussian process regression with Sliced Wasserstein Weisfeiler-Lehman graph kernels2402.03838v2 · Raphael Carpintero Perez (CMAP), S'ebastien da Veiga (ENSAI, CREST) et al.2024 · 4 citationsarXiv
Enhanced wave transmission in random media with mirror symmetry2401.15757v1 · Liliana Borcea, Josselin Garnier2024 · 4 citationsarXiv
A Bayesian neural network approach to Multi-fidelity surrogate modelling2312.02575v1 · Baptiste Kerleguer (DAM/DIF, CMAP), Claire Cannamela (DAM/DIF) et al.2023 · 10 citationsInternational Journal for Uncertainty Quantification, 2024, 14 (1), pp.43-60
Computing the diffusivity of a particle subject to dry friction with colored noise.37978722 · Garnier, Josselin, Mertz, Laurent2023 · 1 citationPhysical review. E. 2023;108(4-2):045309
Scattered wavefield in the stochastic homogenization regime2309.07777v1 · Josselin Garnier, Laure Giovangigli, Quentin Goepfert et al.2023 · 0 citationsarXiv
Effective dynamics in lattices with random mass perturbations2309.03090v2 · Josselin Garnier, Basant Lal Sharma2023 · 2 citationsarXiv
Rayleigh-Jeans thermalization vs beam cleaning in multimode optical fibers2309.02215v1 · Kilian Baudin, Josselin Garnier, Adrien Fusaro et al.2023 · 12 citationsOptics Communications 545 (2023) 129716
Automated approach for source location in shallow waters2307.15491v1 · Angele Niclas, Josselin Garnier2023 · 1 citationarXiv
Conditional score-based diffusion models for Bayesian inference in infinite dimensions2305.19147v2 · Lorenzo Baldassari, Ali Siahkoohi, Josselin Garnier et al.2023 · 9 citationsarXiv
Inverse problem for Love waves in a layered, elastic half-space2302.08173v3 · Maarten V. de Hoop, Josselin Garnier, Alexei Iantchenko et al.2023 · 0 citationsInverse Problems 40 (4), 045013 (2024)
Reference prior for Bayesian estimation of seismic fragility curves2302.06935v4 · Antoine Van Biesbroeck, Clement Gauchy, Cyril Feau et al.2023 · 10 citationsProbab. Eng. Mech. 76 (2024) 103622
When data driven reduced order modeling meets full waveform inversion2302.05988v3 · Liliana Borcea, Josselin Garnier, Alexander V. Mamonov et al.2023 · 7 citationsarXiv
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