Publications

Journals

  • Jouan G., Cuzol A., Monbet V., Monnier G. Gaussian mixture models for clustering and calibration of ensemble weather forecasts. Discrete and Continuous Dynamical Systems Series S, accepté pour publication, 2022.
  • N. Halouani, M. Boutigny, G. Petrakis, P. Ailliot, S. Mertikas, D. Kolokotsa, D. Hristopulos, P. Partsinevelos, D. Allard, A. Tripolitsiotis, A. Malisovas, V. Monbet, E. Varouchakis, C. Kokolakis, A. Cuzol, V. Agou. Site selection and system sizing of desalination plants powered with renewable energy sources based on a web-GIS platform. International Journal of Energy Sector Management., 16(3), 2022.
  • K. P. Tran, P. Castagliola, T. H. Nguyen, A. Cuzol. Design of a Variable Sampling Interval EWMA Median Control Chart. International Journal of Reliability, Quality and Safety Engineering, 2019.
  • Cuzol A., Marchand J.L., Mémin E. Image data assimilation with filtering methods. Journal de la Société Française de Statistique, 56(1):169-179, 2015.
  • Cuzol A., Mémin E. Monte Carlo fixed-lag smoothing in state-space models. Nonlinear Processes in Geophysics, 21, 633-643, 2014.
  • Beyou S., Cuzol A., Gorthi S.S., Mémin E. Weighted Ensemble Transform Kalman Filter for Image Assimilation. Tellus Series A : Dynamic Meteorology and Oceanography, 65, 2013.
  • Ailliot P., Baxevani A., Cuzol A., Monbet V., Raillard N. Space-time models for moving fields. Application to significant wave height. Environmetrics, 22(3):354-369, 2011.
  • Papadakis N., Mémin E., Cuzol A., Gengembre N. Data assimilation with the weighted ensemble Kalman Filter. Tellus Series A : Dynamic Meteorology and Oceanography, 62(5):673-697, 2010.
  • Courty N., Cuzol A. Conditional stochastic simulation for character animation. Journal of Computer Animation and Virtual Worlds, 21(3-4):443-452, 2010.
  • Cucherousset J., Paillisson J.-M., Cuzol A., Roussel J.-M. Spatial behaviour of young-of-the-year northern pike (Esox lucius L.) in a temporarily flooded nursery area. Ecology of Freshwater Fish, 18(2):314-322, 2009.
  • Cuzol A., Mémin E. A stochastic filtering technique for fluid flows velocity fields tracking. IEEE PAMI (Pattern Analysis and Machine Intelligence), 31(7):1278-1293, 2009.
  • Cuzol A., Petersen K.S. ,Nielsen M. Field of particle filters for image inpainting. JMIV (Journal of Mathematical Imaging and Vision), 31(2-3):147-156, 2008.
  • Rivot E., Prévost E. ,Cuzol A. , Baglinière J.-L. ,Parent E. Hierarchical Bayesian modelling with habitat and time covariates for estimating riverine fish population size by 2 successive removal method. Canadian Journal of Fisheries and Aquatic Sciences, 65(1), 2008.
  • Cuzol A., Hellier P. Mémin E. A low dimensional fluid motion estimator. IJCV (International Journal of Computer Vision), 75(3):329-349, 2007.

Articles in books

  • P. Tandeo, P. Ailliot, J. Ruiz, A. Hannart, B. Chapron, A. Cuzol, V. Monbet, R. Easton and R. Fablet. Combining analog method and ensemble data assimilation: application to the Lorenz-63 chaotic system. Machine Learning and Data Mining Approaches to Climate Science, Springer,, 56(1):169-179, 2015.

Recent proceedings

  • Jouan G., Cuzol A., Monbet V., Monnier G. Weather type prediction at medium-range from ensemble forecasts. 9th International workshop on Climate Informatics. , Paris, France, 2019.
  • Monbet V., Cuzol A., Allard D. Multivariate spatio-temporal Markov Switching model as a stochastic weather generator. METMA IX, 9th workshop of spatio-temporal modelling., Montpellier, France, 2018.

PhD

  • Analyse d'écoulements fluides à partir de séquences d'images : estimation de champs de vitesses et suivi temporel par filtrage stochastique non linéaire. Thèse de l'université de Rennes 1, mention mathématiques et applications, décembre 2006.