Titlebook: Computational Science – ICCS 2019; 19th International C Jo?o M. F. Rodrigues,Pedro J. S. Cardoso,Peter M.A Conference proceedings 2019 Spri

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Kernel Embedded Nonlinear Observational Mappings in the Variational Mapping Particle Filterlocal optimal transport. In this approach, a gradient steepest descent method based on local optimal transport principles is formulated to deterministically transform point samples from an intermediate density to a posterior density. The local mappings that transform the intermediate densities are e

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Data Assimilation in a Nonlinear Time-Delayed Dynamical System with Lagrangian Optimizationinear oscillations are one of the biggest challenges faced in the design of safe and reliable gas turbines and rocket motors?[.]. In the worst-case scenario, uncontrolled thermoacoustic oscillations can shake an engine apart. Reduced-order thermoacoustic models, which are nonlinear and time-delayed,

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Tuning Covariance Localization Using Machine Learninger simulations for better predictability. Due to the fact that a limited-size ensemble of model states is used, sampling errors accumulate, and manifest themselves as long-range spurious correlations, leading to filter divergence. This effect is alleviated in practice by applying covariance localiza

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Conference proceedings 2019e, ICCS 2019, held in Faro, Portugal, in June 2019..The total of 65 full papers and 168 workshop papers presented in this book set were carefully reviewed and selected from 573 submissions (228 submissions to the main track and 345 submissions to the workshops). The papers were organized in topical

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0302-9743 nal Science, ICCS 2019, held in Faro, Portugal, in June 2019..The total of 65 full papers and 168 workshop papers presented in this book set were carefully reviewed and selected from 573 submissions (228 submissions to the main track and 345 submissions to the workshops). The papers were organized i

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