J. Garnier, J.-B- Gaudemet, and A. Gruz The Climate Extended Risk Model (CERM) (pdf), preprint.
C. Gauchy, C. Féau, and J. Garnier, Importance sampling based active learning for parametric seismic fragility curve estimation (pdf), preprint.
J. Garnier, Z. Lu, and L. Mertz, A piecewise deterministic Markov process approach modeling a dry friction problem with noise (pdf), preprint.
J. Garnier and K. Solna, Fourth-order moments analysis for partially coherent electromagnetic beams in random media (pdf), to appear in Waves in Random and Complex Media.
P. Lartaud, P. Humbert, and J. Garnier, Multi-output Gaussian processes for inverse uncertainty quantification in neutron noise analysis (pdf), to appear in Nuclear Science and Engineering.
L. Borcea, J. Garnier, A. V. Mamonov, and J. Zimmerling, When data driven reduced order modeling meets full waveform inversion (pdf), preprint.