20 citations · 20 across the 3 of their papers we have counts for
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stat.CO2022
Nested smoothing algorithms for inference and tracking of heterogeneous multi-scale state-space systems
Sara Pérez-Vieites, Harold Molina-Bulla, Joaquin Miguez
Multi-scale problems, where variables of interest evolve in different time-scales and live in different state-spaces, can be found in many fields of science. Here, we introduce a n…
stat.CO2017★ 20 cited
A probabilistic scheme for joint parameter estimation and state prediction in complex dynamical systems
Sara Pérez-Vieites, Inés P. Mariño, Joaquín Míguez
Many problems in the geophysical sciences demand the ability to calibrate the parameters and predict the time evolution of complex dynamical models using sequentially-collected dat…