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Selected Works of S.L. Sobolev : Volume I: Equations of Mathematical Physics, Computational Mathematics, and Cubature Formulas
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ISBN: 1280724412 9786610724413 0387341498 Year: 2006 Publisher: New York, NY : Springer US : Imprint: Springer,

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Abstract

S.L. Sobolev (1908–1989) was a great mathematician of the twentieth century. His selected works included in this volume laid the foundations for intensive development of the modern theory of partial differential equations and equations of mathematical physics, and they were a gold mine for new directions of functional analysis and computational mathematics. The topics covered in this volume include Sobolev’s fundamental works on equations of mathematical physics, computational mathematics, and cubature formulas. Some of the articles are generally unknown to mathematicians because they were published in journals that are difficult to access. Audience This book is intended for mathematicians, especially those interested in mechanics and physics, and graduate and postgraduate students in mathematics and physics departments.


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Stable and efficient cubature-based filtering in dynamical systems
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ISBN: 3319621300 3319621297 Year: 2017 Publisher: Cham : Springer International Publishing : Imprint: Springer,

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The book addresses the problem of calculation of d-dimensional integrals (conditional expectations) in filter problems. It develops new methods of deterministic numerical integration, which can be used to speed up and stabilize filter algorithms. With the help of these methods, better estimates and predictions of latent variables are made possible in the fields of economics, engineering and physics. The resulting procedures are tested within four detailed simulation studies.

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