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© 2020

Computational Science – ICCS 2020

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

  • 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 12142)

Also part of the Theoretical Computer Science and General Issues book sub series (LNTCS, volume 12142)

Table of contents

  1. Front Matter
    Pages i-xix
  2. Data Driven Computational Sciences

    1. Front Matter
      Pages 1-1
    2. Tom Vander Aa, Xiangju Qin, Paul Blomstedt, Roel Wuyts, Wilfried Verachtert, Samuel Kaski
      Pages 3-16
    3. Edigley Fraga, Ana Cortés, Andrés Cencerrado, Porfidio Hernández, Tomàs Margalef
      Pages 17-30
    4. Yubin Cho, Yilin Huang, Alexander Verbraeck
      Pages 31-44
    5. Jinwen Zhong, Can Ma, Jiang Zhou, Weiping Wang
      Pages 45-57
    6. Yang Cai, Jose Andre Morales, Guoming Sun
      Pages 58-71
    7. Ksenia Mukhina, Alexander Visheratin, Denis Nasonov
      Pages 86-99
    8. Jakub Walczak, Grzegorz Andrzejczak, Rafał Scherer, Adam Wojciechowski
      Pages 100-114
  3. Machine Learning and Data Assimilation for Dynamical Systems

    1. Front Matter
      Pages 115-115
    2. Nguyen Anh Khoa Doan, Wolfgang Polifke, Luca Magri
      Pages 117-123
    3. Francisco Huhn, Luca Magri
      Pages 124-132
    4. Marcin Sendera, Gregory S. Duane, Witold Dzwinel
      Pages 133-147
    5. Giuseppe Brandi, Tiziana Di Matteo
      Pages 148-154
    6. Rossella Arcucci, Lamya Moutiq, Yi-Ke Guo
      Pages 155-168
    7. Vishwas Rao, Romit Maulik, Emil Constantinescu, Mihai Anitescu
      Pages 169-182
    8. Bonaventure C. Molokwu, Shaon Bhatta Shuvo, Narayan C. Kar, Ziad Kobti
      Pages 183-198
    9. Pasquale De Luca, Ardelio Galletti, Giulio Giunta, Livia Marcellino
      Pages 199-211
    10. Richard Ménard, Jean-François Cossette, Martin Deshaies-Jacques
      Pages 212-224

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. 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. Computational Science – ICCS 2020
    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 genetic algorithms image processing machine learning mathematics neural networks numerical methods parallel processing systems processors signal processing telecommunication networks telecommunication traffic 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

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