Overview
- Up-to-date overview on current researches on hyperbolic equations and related topics
- Systematic discussion of applications to machine learning
- Compact presentation of numerical schemes for hyperbolic balance laws and kinetic equations
Part of the book series: SEMA SIMAI Springer Series (SEMA SIMAI, volume 32)
Included in the following conference series:
Conference proceedings info: YR 2021.
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About this book
A broad range of phenomena in science and technology can be described by non-linear partial differential equations characterized by systems of conservation laws with source terms. Well known examples are hyperbolic systems with source terms, kinetic equations, and convection-reaction-diffusion equations. This book collects research advances in numerical methods for hyperbolic balance laws and kinetic equations together with related modelling aspects. All the contributions are based on the talks of the speakers of the Young Researchers’ Conference “Numerical Aspects of Hyperbolic Balance Laws and Related Problems”, hosted at the University of Verona, Italy, in December 2021.
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Keywords
Table of contents (10 papers)
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Front Matter
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Advances in Numerical Methods for Hyperbolic Balance Laws and Related Problems
Editors and Affiliations
About the editors
Giacomo Albi is Associate Professor of Numerical Analysis at the Department of Computer Science, University of Verona. He received his Ph.D. from the University of Ferrara. He was recipient of the 2014 Copernico award and the UMI-INdAM-SIMAI 2017 prize. He worked at TU Munich on the project "High-Dimensional Sparse Optimal Control". His research focuses on numerical methods for kinetic equations, hyperbolic balance laws, and control of multi-agent systems.
Walter Boscheri is Associate Professor of Numerical Analysis at the University of Ferrara, Italy. His research is concerned with the development and implementation of numerical methods for partial differential equations on fixed and moving unstructured meshes. He designs novel high order finite volume and discontinuous Galerkin schemes with structure- and asymptotic-preserving properties applied to continuum mechanics, including implicit-explicit time discretizations.
Mattia Zanella is Associate Professor of Mathematical Physics at the Department of Mathematics "F. Casorati" of the University of Pavia. He was recipient of the Copernico award in 2018 and the Anile Prize in 2019. In 2019 he got a fellowship from the Hausdorff Research Institute for Mathematics. His research interests are focused on uncertainty quantification, optimal control and kinetic modelling of collective phenomena with applications in physics and life science.
Bibliographic Information
Book Title: Advances in Numerical Methods for Hyperbolic Balance Laws and Related Problems
Editors: Giacomo Albi, Walter Boscheri, Mattia Zanella
Series Title: SEMA SIMAI Springer Series
DOI: https://doi.org/10.1007/978-3-031-29875-2
Publisher: Springer Cham
eBook Packages: Mathematics and Statistics, Mathematics and Statistics (R0)
Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2023
Hardcover ISBN: 978-3-031-29874-5Published: 03 June 2023
Softcover ISBN: 978-3-031-29877-6Published: 04 June 2024
eBook ISBN: 978-3-031-29875-2Published: 02 June 2023
Series ISSN: 2199-3041
Series E-ISSN: 2199-305X
Edition Number: 1
Number of Pages: X, 234
Number of Illustrations: 6 b/w illustrations, 80 illustrations in colour
Topics: Mathematical Applications in Computer Science, Computational Mathematics and Numerical Analysis, Mathematical Models of Cognitive Processes and Neural Networks