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© 2020

Computational Science – ICCS 2020

20th International Conference, Amsterdam, The Netherlands, June 3–5, 2020, Proceedings, Part III

  • Valeria V. Krzhizhanovskaya
  • Gábor Závodszky
  • Michael H. Lees
  • Jack J. Dongarra
  • Peter M. A. Sloot
  • Sérgio Brissos
  • João Teixeira
Conference proceedings ICCS 2020

Part of the Lecture Notes in Computer Science book series (LNCS, volume 12139)

Also part of the Theoretical Computer Science and General Issues book sub series (LNTCS, volume 12139)

Table of contents

  1. Front Matter
    Pages i-xix
  2. Advances in High-Performance Computational Earth Sciences: Applications and Frameworks

    1. Front Matter
      Pages 1-1
    2. Takuma Yamaguchi, Tsuyoshi Ichimura, Kohei Fujita, Muneo Hori, Lalith Wijerathne, Naonori Ueda
      Pages 3-17
    3. Sota Murakami, Takuma Yamaguchi, Kohei Fujita, Tsuyoshi Ichimura, Maddagedara Lalith, Muneo Hori
      Pages 18-31
    4. Diego Romano, Valeria Mele, Marco Lapegna
      Pages 46-59
    5. Mingzhao Liu, Yaopeng Huang, Lars Hoffmann, Chunyan Huang, Pin Chen, Yi Heng
      Pages 60-73
    6. Magdalena Habrat, Mariusz Młynarczuk
      Pages 74-86
    7. Menno Genseberger, John Donners
      Pages 87-100
  3. Agent-Based Simulations, Adaptive Algorithms and Solvers

    1. Front Matter
      Pages 101-101
    2. Imran Mahmood, Mishal Jahan, Derek Groen, Aneela Javed, Faisal Shafait
      Pages 103-117
    3. Grzegorz Soliński, Maciej Woźniak, Jakub Ryzner, Albert Mosiałek, Anna Paszyńska
      Pages 118-131
    4. Mateusz Paciorek, Agata Bogacz, Wojciech Turek
      Pages 144-157
    5. Jon Ander Rivera, David Pardo, Elisabete Alberdi
      Pages 158-171
    6. Michał Idzik, Aleksander Byrski, Wojciech Turek, Marek Kisiel-Dorohinicki
      Pages 172-185
    7. Zheyan Zhang, Yongxing Wang, Peter K. Jimack, He Wang
      Pages 186-198
    8. Peter Fratrič, Giovanni Sileno, Tom van Engers, Sander Klous
      Pages 212-225

Other volumes

  1. 20th International Conference, Amsterdam, The Netherlands, June 3–5, 2020, Proceedings, Part I
  2. 20th International Conference, Amsterdam, The Netherlands, June 3–5, 2020, Proceedings, Part II
  3. Computational Science – ICCS 2020
    20th International Conference, Amsterdam, The Netherlands, June 3–5, 2020, Proceedings, Part III
  4. 20th International Conference, Amsterdam, The Netherlands, June 3–5, 2020, Proceedings, Part IV
  5. 20th International Conference, Amsterdam, The Netherlands, June 3–5, 2020, Proceedings, Part V
  6. 20th International Conference, Amsterdam, The Netherlands, June 3–5, 2020, Proceedings, Part VI
  7. 20th International Conference, Amsterdam, The Netherlands, June 3–5, 2020, Proceedings, Part VII

About these proceedings

Introduction

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.

Keywords

artificial intelligence computer networks computer vision data security image analysis image processing machine learning mathematics network protocols neural networks numerical methods parallel processing systems processors semantics telecommunication networks World Wide Web

Editors and affiliations

  1. 1.University of AmsterdamAmsterdamThe Netherlands
  2. 2.University of AmsterdamAmsterdamThe Netherlands
  3. 3.University of AmsterdamAmsterdamThe Netherlands
  4. 4.University of TennesseeKnoxvilleUSA
  5. 5.University of AmsterdamAmsterdamThe Netherlands
  6. 6.IntellegibilisSetúbalPortugal
  7. 7.IntellegibilisSetúbalPortugal

Bibliographic information