Editors:
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12142)
Part of the book sub series: Theoretical Computer Science and General Issues (LNTCS)
Conference series link(s): ICCS: International Conference on Computational Science
Conference proceedings info: ICCS 2020.
Buy it now
Buying options
Tax calculation will be finalised at checkout
Other ways to access
This is a preview of subscription content, log in via an institution to check for access.
Table of contents (50 papers)
-
Front Matter
-
Data Driven Computational Sciences
-
Front Matter
-
-
Machine Learning and Data Assimilation for Dynamical Systems
-
Front Matter
-
Other Volumes
-
Computational Science – ICCS 2020
About this book
The seven-volume set LNCS 12137, 12138, 12139, 12140, 12141, 12142, and 12143 constitutes the proceedings of the 20th International Conference on Computational Science, ICCS 2020, held in Amsterdam, The Netherlands, in June 2020.*
The total of 101 papers and 248 workshop papers presented in this book set were carefully reviewed and selected from 719 submissions (230 submissions to the main track and 489 submissions to the workshops). The papers were organized in topical sections named:
Part I: ICCS Main Track
Part II: ICCS Main Track
Part III: Advances in High-Performance Computational Earth Sciences: Applications and Frameworks; Agent-Based Simulations, Adaptive Algorithms and Solvers; Applications of Computational Methods in Artificial Intelligence and Machine Learning; Biomedical and Bioinformatics Challenges for Computer Science
Part IV: Classifier Learning from Difficult Data; Complex Social Systems through the Lens of Computational Science; Computational Health; Computational Methods for Emerging Problems in (Dis-)Information Analysis
Part V: Computational Optimization, Modelling and Simulation; Computational Science in IoT and Smart Systems; Computer Graphics, Image Processing and Artificial Intelligence
Part VI: Data Driven Computational Sciences; Machine Learning and Data Assimilation for Dynamical Systems; Meshfree Methods in Computational Sciences; Multiscale Modelling and Simulation; Quantum Computing Workshop
Part VII: 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 Uncertainties; Teaching Computational Science; UNcErtainty QUantIficatiOn for ComputationAl modeLs
*The conference was canceled due to the COVID-19 pandemic.
Editors and Affiliations
-
University of Amsterdam, Amsterdam, The Netherlands
Valeria V. Krzhizhanovskaya, Gábor Závodszky, Michael H. Lees, Peter M. A. Sloot
-
University of Tennessee, Knoxville, USA
Jack J. Dongarra
-
Intellegibilis, Setúbal, Portugal
Sérgio Brissos, João Teixeira
Bibliographic Information
Book Title: Computational Science – ICCS 2020
Book Subtitle: 20th International Conference, Amsterdam, The Netherlands, June 3–5, 2020, Proceedings, Part VI
Editors: Valeria V. Krzhizhanovskaya, Gábor Závodszky, Michael H. Lees, Jack J. Dongarra, Peter M. A. Sloot, Sérgio Brissos, João Teixeira
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-030-50433-5
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer Nature Switzerland AG 2020
Softcover ISBN: 978-3-030-50432-8Published: 20 June 2020
eBook ISBN: 978-3-030-50433-5Published: 19 June 2020
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XIX, 667
Number of Illustrations: 250 b/w illustrations, 211 illustrations in colour
Topics: Theory of Computation, Artificial Intelligence, Computer Systems Organization and Communication Networks, Mathematics of Computing, Image Processing and Computer Vision