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Data assimilation in operator algebras
We develop an algebraic framework for sequential data assimilation of partially observed dynamical systems. In this framework, Bayesian data assimilation is embedded in a nonabelian operator algebra, which provides a representation of observables by multiplication operators and probability densities...
Autores principales: | Freeman, David, Giannakis, Dimitrios, Mintz, Brian, Ourmazd, Abbas, Slawinska, Joanna |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
National Academy of Sciences
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9974492/ https://www.ncbi.nlm.nih.gov/pubmed/36800390 http://dx.doi.org/10.1073/pnas.2211115120 |
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