An extended SEIR model with vaccination for forecasting the COVID-19 pandemic in Saudi Arabia using an ensemble Kalman filter R Ghostine, M Gharamti, S Hassrouny, I Hoteit Mathematics 9 (6), 636, 2021 | 162 | 2021 |
Mitigating observation perturbation sampling errors in the stochastic EnKF I Hoteit, DT Pham, ME Gharamti, X Luo Monthly Weather Review 143 (7), 2918-2936, 2015 | 80 | 2015 |
An iterative ensemble Kalman filter with one-step-ahead smoothing for state-parameters estimation of contaminant transport models ME Gharamti, B Ait-El-Fquih, I Hoteit Journal of Hydrology 527, 442-457, 2015 | 60 | 2015 |
Enhanced adaptive inflation algorithm for ensemble filters M El Gharamti Monthly Weather Review 146 (2), 623-640, 2018 | 55 | 2018 |
A reduced adjoint approach to variational data assimilation MU Altaf, M El Gharamti, AW Heemink, I Hoteit Computer Methods in Applied Mechanics and Engineering 254, 1-13, 2013 | 53 | 2013 |
Towards an end-to-end analysis and prediction system for weather, climate, and marine applications in the red sea I Hoteit, Y Abualnaja, S Afzal, B Ait-El-Fquih, T Akylas, C Antony, ... Bulletin of the American Meteorological Society 102 (1), E99-E122, 2021 | 46 | 2021 |
Ensemble data assimilation for ocean biogeochemical state and parameter estimation at different sites ME Gharamti, J Tjiputra, I Bethke, A Samuelsen, I Skjelvan, M Bentsen, ... Ocean Modelling 112, 65-89, 2017 | 44 | 2017 |
Dual states estimation of a subsurface flow-transport coupled model using ensemble Kalman filtering M El Gharamti, I Hoteit, J Valstar Advances in water resources 60, 75-88, 2013 | 43 | 2013 |
A Bayesian consistent dual ensemble Kalman filter for state-parameter estimation in subsurface hydrology B Ait-El-Fquih, M El Gharamti, I Hoteit Hydrology and Earth System Sciences 20 (8), 3289-3307, 2016 | 40 | 2016 |
Insights on multivariate updates of physical and biogeochemical ocean variables using an Ensemble Kalman Filter and an idealized model of upwelling L Yu, K Fennel, L Bertino, M El Gharamti, KR Thompson Ocean Modelling 126, 13-28, 2018 | 39 | 2018 |
Complex step-based low-rank extended Kalman filtering for state-parameter estimation in subsurface transport models ME Gharamti, I Hoteit Journal of Hydrology 509, 588-600, 2014 | 31 | 2014 |
Comparing adaptive prior and posterior inflation for ensemble filters using an atmospheric general circulation model M El Gharamti, K Raeder, J Anderson, X Wang Monthly Weather Review 147 (7), 2535-2553, 2019 | 28 | 2019 |
An adaptive hybrid EnKF-OI scheme for efficient state-parameter estimation of reactive contaminant transport models ME Gharamti, J Valstar, I Hoteit Advances in water resources 71, 1-15, 2014 | 28 | 2014 |
Constraining a compositional flow model with flow‐chemical data using an ensemble‐based Kalman filter ME Gharamti, A Kadoura, J Valstar, S Sun, I Hoteit Water Resources Research 50 (3), 2444-2467, 2014 | 28 | 2014 |
Online tuning of ocean biogeochemical model parameters using ensemble estimation techniques: Application to a one-dimensional model in the North Atlantic ME Gharamti, A Samuelsen, L Bertino, E Simon, A Korosov, U Daewel Journal of Marine Systems 168, 1-16, 2017 | 27 | 2017 |
Ensemble streamflow data assimilation using WRF-Hydro and DART: novel localization and inflation techniques applied to Hurricane Florence flooding M El Gharamti, JL McCreight, SJ Noh, TJ Hoar, A RafieeiNasab, ... Hydrology and Earth System Sciences 25 (9), 5315-5336, 2021 | 20 | 2021 |
Assessing clustering strategies for Gaussian mixture filtering a subsurface contaminant model B Liu, ME Gharamti, I Hoteit Journal of Hydrology 535, 1-21, 2016 | 14 | 2016 |
Low-rank Kalman filtering for efficient state estimation of subsurface advective contaminant transport models M El Gharamti, I Hoteit, S Sun Journal of Environmental Engineering 138 (4), 446-457, 2012 | 14* | 2012 |
A new CAM6+ DART reanalysis with surface forcing from CAM6 to other CESM models K Raeder, TJ Hoar, M El Gharamti, BK Johnson, N Collins, JL Anderson, ... Scientific Reports 11 (1), 16384, 2021 | 13 | 2021 |
On the efficiency of the hybrid and the exact second-order sampling formulations of the EnKF: a reality-inspired 3-D test case for estimating biodegradation rates of … ME Gharamti, J Valstar, G Janssen, A Marsman, I Hoteit Hydrology and Earth System Sciences 20 (11), 4561-4583, 2016 | 10 | 2016 |