Blended particle filters for large-dimensional chaotic dynamical systems

Combining large uncertain computational models with big noisy datasets is a formidable problem throughout science and engineering. These are especially difficult issues when real-time state estimation and prediction are needed such as, for example, in weather forecasting. Thus, a major challenge in...

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Bibliographic Details
Main Authors: Sapsis, Themistoklis (Contributor), Majda, Andrew J. (Author), Qi, Di (Author)
Other Authors: Massachusetts Institute of Technology. Department of Mechanical Engineering (Contributor)
Format: Article
Language:English
Published: National Academy of Sciences (U.S.), 2014-12-01T16:05:03Z.
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