Overview
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12747)
Part of the book sub series: Theoretical Computer Science and General Issues (LNTCS)
Included in the following conference series:
Conference proceedings info: ICCS 2021.
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About this book
The six-volume set LNCS 12742, 12743, 12744, 12745, 12746, and 12747 constitutes the proceedings of the 21st International Conference on Computational Science, ICCS 2021, held in Krakow, Poland, in June 2021.*
The total of 260 full papers and 57 short papers presented in this book set were carefully reviewed and selected from 635 submissions. 48 full and 14 short papers were accepted to the main track from 156 submissions; 212 full and 43 short papers were accepted to the workshops/ thematic tracks from 479 submissions. The papers were organized in topical sections named:
Part I: ICCS Main Track
Part II: Advances in High-Performance Computational Earth Sciences: Applications and Frameworks; Applications of Computational Methods in Artificial Intelligence and Machine Learning; Artificial Intelligence and High-Performance Computing for Advanced Simulations; Biomedical and Bioinformatics Challenges for Computer Science
Part III: Classifier Learning from Difficult Data; Computational Analysis of Complex Social Systems; Computational Collective Intelligence; Computational Health
Part IV: Computational Methods for Emerging Problems in (dis-)Information Analysis; Computational Methods in Smart Agriculture; Computational Optimization, Modelling and Simulation; Computational Science in IoT and Smart Systems
Part V: Computer Graphics, Image Processing and Artificial Intelligence; Data-Driven Computational Sciences; Machine Learning and Data Assimilation for Dynamical Systems; MeshFree Methods and Radial Basis Functions in Computational Sciences; Multiscale Modelling and Simulation
Part VI: Quantum Computing Workshop; Simulations of Flow and Transport: Modeling, Algorithms and Computation; Smart Systems: Bringing Together Computer Vision, Sensor Networks and Machine Learning; Software Engineering for Computational Science; Solving Problems with Uncertainty; Teaching Computational Science; Uncertainty Quantification for Computational Models
*The conference was held virtually.
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Table of contents (53 papers)
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Front Matter
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Quantum Computing Workshop
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Front Matter
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Simulations of Flow and Transport: Modeling, Algorithms and Computation
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Front Matter
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Other volumes
Editors and Affiliations
Bibliographic Information
Book Title: Computational Science – ICCS 2021
Book Subtitle: 21st International Conference, Krakow, Poland, June 16–18, 2021, Proceedings, Part VI
Editors: Maciej Paszynski, Dieter Kranzlmüller, Valeria V. Krzhizhanovskaya, Jack J. Dongarra, Peter M. A. Sloot
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-030-77980-1
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer Nature Switzerland AG 2021
Softcover ISBN: 978-3-030-77979-5Published: 10 June 2021
eBook ISBN: 978-3-030-77980-1Published: 09 June 2021
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XIX, 714
Number of Illustrations: 58 b/w illustrations
Topics: Theory of Computation, Mathematics of Computing, Computer Systems Organization and Communication Networks, Artificial Intelligence, Information Systems and Communication Service