Biblio

Found 8 results
Filters: Author is Carrassi, Alberto  [Clear All Filters]
2019
P. N. Raanes, Bocquet, M., and Carrassi, A., “Adaptive covariance inflation in the ensemble Kalman filter by Gaussian scale mixtures”, Quarterly Journal of the Royal Meteorological Society, vol. 145, no. 718, pp. 53 - 75, 2019.
M. Bocquet, Brajard, J., Carrassi, A., and Bertino, L., “Data assimilation as a deep learning tool to infer ODE representations of dynamical models”, Nonlinear Processes in Geophysics Discussions, vol. Submitted, pp. 1 - 29, 2019.
2018
C. Grudzien, Carrassi, A., and Bocquet, M., “Chaotic dynamics and the role of covariance inflation for reduced rank Kalman filters with model error”, Nonlinear Processes in Geophysics, vol. 25, no. 3, pp. 633 - 648, 2018.
A. Carrassi, Bocquet, M., Bertino, L., and Evensen, G., “Data assimilation in the geosciences: An overview of methods, issues, and perspectives”, Wiley Interdisciplinary Reviews: Climate Change, vol. 9, no. 5, p. e535, 2018.
M. Rabatel, Rampal, P., Carrassi, A., Bertino, L., and Jones, C. K. R. T., “Impact of rheology on probabilistic forecasts of sea ice trajectories: application for search and rescue operations in the Arctic”, The Cryosphere, vol. 12, no. 3, pp. 935 - 953, 2018.
2017
M. Bocquet, Gurumoorthy, K. S., Apte, A., Carrassi, A., Grudzien, C., and Jones, C. K. R. T., “Degenerate Kalman Filter Error Covariances and Their Convergence onto the Unstable Subspace”, SIAM/ASA Journal on Uncertainty Quantification, vol. 5, no. 1, pp. 304 - 333, 2017.
M. Bocquet and Carrassi, A., “Four-dimensional ensemble variational data assimilation and the unstable subspace”, Tellus A: Dynamic Meteorology and Oceanography, vol. 69, no. 1, p. 1304504, 2017.
K. S. Gurumoorthy, Grudzien, C., Apte, A., Carrassi, A., and Jones, C. K. R. T., “Rank Deficiency of Kalman Error Covariance Matrices in Linear Time-Varying System With Deterministic Evolution”, SIAM Journal on Control and Optimization, vol. 55, no. 2, pp. 741 - 759, 2017.