Overview
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13127)
Included in the following conference series:
Conference proceedings info: LSSC 2021.
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About this book
The 60 papers included in this book were carefully reviewed and selected from a total of 73 submissions. The volume also includes two invited talks in full paper length. The papers were organized in topical sections as follows: Fractional diffusion problems: numerical methods, algorithms and applications; large-scale models: numerical methods, parallel computations and applications; application of metaheuristics to large-scale problems; advanced discretizations and solvers for coupled systems of partial differential equations; optimal control of ODEs, PDEs and applications; tensor and matrix factorization for big-data analysis; machine learning and model order reduction for large scale predictive simulations; HPC and big data: algorithms and applications; and contributed papers.
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Keywords
- Computations on matrices
- computer networks
- correlation analysis
- Differential equations
- Discrete optimization
- Discretization
- Evolutionary algorithms
- Mathematical analysis
- Mathematical optimization
- matrix algebra
- Mesh generation
- network protocols
- Numerical analysis
- optimization
- optimization problems
- Optimization with randomized search heuristics
- Ordinary differential equations
- Partial differential equations
- signal processing
Table of contents (62 papers)
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Invited Papers
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Fractional Diffusion Problems: Numerical Methods, Algorithms and Applications
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Large-Scale Models: Numerical Methods, Parallel Computations and Applications
Other volumes
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Large-Scale Scientific Computing
Editors and Affiliations
Bibliographic Information
Book Title: Large-Scale Scientific Computing
Book Subtitle: 13th International Conference, LSSC 2021, Sozopol, Bulgaria, June 7–11, 2021, Revised Selected Papers
Editors: Ivan Lirkov, Svetozar Margenov
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-030-97549-4
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer Nature Switzerland AG 2022
Softcover ISBN: 978-3-030-97548-7Published: 18 March 2022
eBook ISBN: 978-3-030-97549-4Published: 17 March 2022
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XV, 554
Number of Illustrations: 21 b/w illustrations, 96 illustrations in colour
Topics: Theory of Computation, Computer Communication Networks, Data Structures and Information Theory, Numeric Computing, Information Systems and Communication Service, Math Applications in Computer Science
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