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• W2297660031 abstract "We propose an efficient algorithm to perform nonlinear data assimilation for Korteweg–de Vries solitons. In particular we develop a reduced particle filtering method to reduce the dimension of the problem. The method decomposes a solitonic pulse into a clean soliton and small radiative noise, and instead of inferring the complete pulse profile, we only infer the two soliton parameters with particle filter. Numerical examples are provided to demonstrate that the proposed method can provide rather accurate results, while being much more computationally affordable than a standard particle filter." @default.
• W2297660031 created "2016-06-24" @default.
• W2297660031 creator A5026669579 @default.
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• W2297660031 date "2017-03-23" @default.
• W2297660031 modified "2023-09-27" @default.
• W2297660031 title "Efficient particle filtering for stochastic Korteweg–de Vries equations" @default.
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• W2297660031 doi "https://doi.org/10.1142/s0219493717500083" @default.
• W2297660031 hasPublicationYear "2017" @default.
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