Erkki Somersalo – författare
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8 produkter
Mathematics of Data Science
A Computational Approach to Clustering and Classification
Av Daniela Calvetti, Erkki Somersalo
Häftad, 2021
804 kr
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This textbook provides a solid mathematical basis for understanding popular data science algorithms for clustering and classification and shows that an in-depth understanding of the mathematics powering these algorithms gives insight into the underlying data. It presents a step-by-step derivation …
Less Is More Linear Algebra of Vector Spaces and Matrices
Av Daniela Calvetti, Erkki Somersalo
Häftad, 2023
776 kr
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Designed for a proof-based course on linear algebra, this rigorous and concise textbook intentionally introduces vector spaces, inner products, and vector and matrix norms before Gaussian elimination and eigenvalues so students can quickly discover the singular value decomposition (SVD)—arguably …
Bayesian Scientific Computing
Av Daniela Calvetti, Erkki Somersalo
Inbunden, 2023
1419 kr
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The once esoteric idea of embedding scientific computing into a probabilistic framework, mostly along the lines of the Bayesian paradigm, has recently enjoyed wide popularity and found its way into numerous applications. This book provides an insider’s view of how to combine two mature fields, …
Bayesian Scientific Computing
Av Erkki Somersalo, Daniela Calvetti
E-bok, 2023
1754 kr
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The once esoteric idea of embedding scientific computing into a probabilistic framework, mostly along the lines of the Bayesian paradigm, has recently enjoyed wide popularity and found its way into numerous applications. This book provides an insider’s view of how to combine two mature fields, …
Bayesian Scientific Computing
Av Daniela Calvetti, Erkki Somersalo
Häftad, 2024
1419 kr
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The once esoteric idea of embedding scientific computing into a probabilistic framework, mostly along the lines of the Bayesian paradigm, has recently enjoyed wide popularity and found its way into numerous applications. This book provides an insider’s view of how to combine two mature fields, …
Inverse Problems in Mathematical Physics
Proceedings of The Lapland Conference on Inverse Problems Held at Saariselkä, Finland, 14–20 June 1992
Av Lassi Päivärinta, Erkki Somersalo
Häftad, 2014
552 kr
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The book contains presentations of recent and ongoingresearch on inverse problems and its application toengineering and physical sciences. The articles arestructured around three closely related topics: Inversescattering problems, inverse boundary value problems, andinverse spectral problems. The …
Computational Mathematical Modeling
An Integrated Approach Across Scales
Av Daniela Calvetti, Erkki Somersalo
Häftad, 2012
986 kr
Tillfälligt slut
Interesting, real-world mathematical modeling problems are complex and can usually be studied at different scales. The scale at which the investigation is carried out is one of the factors that determines the type of mathematics most appropriate to describe the problem. The book concentrates on two …