Bayesian inversion of a diffusion model with application to Biology , J.-C. Croix, N. Durrande, M. A. Alvarez, to appear in Journal of Mathematical Biology (HAL, arXiv)
PDE-limits of stochastic SIS epidemics on networks , F. Di Lauro, J.-C. Croix, L. Berthouze, I. Z. Kiss, Journal of Co,mplex Networks, Volume 8, Issue 4, 2020 (Journal, arXiv)
Network Inference from Population-Level Observation of Epidemics, F. Di Lauro, J.-C. Croix, M. Dashti, L. Berthouze, I. Z. Kiss, Scientific Reports, Volume 10, Article number: 18779 (2020) (Journal, arXiv)
Karhunen-Loève decomposition of Gaussian measures on Banach spaces, X. Bay, J.-C. Croix, Probability and Mathematical Statistics, 2019, 39 (Fasc. 2), pp. 279-297 (Journal, HAL, arXiv)
Mortality: A statistical approach to detect model misspecification, J.-C. Croix, F. Planchet, P. Thérond, Bulletin Français d'Actuariat, 2015, 15 (29) pp. 75-112, (HAL, Journal)
Nonparametric Bayesian inference of discretely observed diffusions, J.-C. Croix, M. Dashti, I. Z. Kiss (arXiv)
Bounding the prevalence of epidemics on networks: an Imprecise perspective, J.-C. Croix, J. De Bock, I. Z. Kiss (upcoming on arXiv)
Nonparametric Bayesian inference of non-degenerate diffusions on bounded domains, Inverse Problems: Algorithms, Analysis and Applications, 6-7 February 2020, Caltech, (Link).
Bayesian estimation of diffusion, decay and source in an evolution model with application to Biology, 9th International Conference on Inverse Problems and Related Topics (ICIP), 13-17 August 2018, National University in Singapore, (Link).
Karhunen-Loève decomposition of Gaussian measures on Banach spaces, Journées du GdR AFHP, 9-11 October 2017, Université de Bordeaux, (Link).
Mortality : a statistical approach to detect model misspecification, AFIR Colloquium, 23-26 June 2013, Lyon, (Link).
Caltech, January 2020, USA, visiting Pr. Andrew M. Stuart, funded by the Leverhulme Trust Research Project Grant RPG2017-370.
Universidad Tecnologica de Pereira, July 2016 & 2017, Colombia, under the supervision of Dr. Nicolas Durrande, Dr. Mauricio A. Alvarez, funded by Project n°C15M02 from Colciencias and ECOS-Nord.