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Particle filtering in high-dimensional chaotic systems

Published:2012-12 Issue:4 Volume:22 Page:047509
ISSN:1054-1500
Container-title:Chaos: An Interdisciplinary Journal of Nonlinear Science
language:en
Short-container-title:Chaos

Author:

Lingala Nishanth,Sri Namachchivaya N.,Perkowski Nicolas,Yeong Hoong C.

Funder

National Science Foundation

Publisher

AIP Publishing

Subject

Applied Mathematics,General Physics and Astronomy,Mathematical Physics,Statistical and Nonlinear Physics

Link

http://aip.scitation.org/doi/pdf/10.1063/1.4766595

Reference35 articles.

1. Predictability – a problem partly solved

2. Obstacles to High-Dimensional Particle Filtering

3. Curse of dimensionality and particle filters

4. Analysis of multiscale methods for stochastic differential equations

5. Analysis of multiscale methods for stochastic differential equations

Cited by 16 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Rough McKean–Vlasov dynamics for robust ensemble Kalman filtering;The Annals of Applied Probability;2023-12-01

2. A multi-objective discrete particle swarm optimization method for particle routing in distributed particle filters;Knowledge-Based Systems;2022-03

3. Dynamic Data-Driven Adaptive Observations in Data Assimilation for Multi-scale Systems;Handbook of Dynamic Data Driven Applications Systems;2021-06-12

4. Particle filtering for chaotic dynamical systems using future right-singular vectors;Nonlinear Dynamics;2020-06-09

5. Particle Filters with Nudging in Multiscale Chaotic Systems: With Application to the Lorenz ’96 Atmospheric Model;Journal of Nonlinear Science;2020-02-18

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