Advertisement

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
    11. Abhishek Subramanian, Li Tan, Raymond A. de Callafon, Daniel Crawl, Ilkay Altintas
      Pages 225-236
  4. Meshfree Methods in Computational Sciences

    1. Front Matter
      Pages 237-237
    2. Vaclav Skala, Samsul Ariffin Abdul Karim, Martin Cervenka
      Pages 239-250
    3. Jules Morel, Alexandra Bac, Takashi Kanai
      Pages 251-265
    4. Oussama Elmhaia, Youssef Belaasilia, Bouazza Braikat, Noureddine Damil
      Pages 266-279
    5. Leonardo Geronzi, Emanuele Gasparotti, Katia Capellini, Ubaldo Cella, Corrado Groth, Stefano Porziani et al.
      Pages 280-293
    6. Marco Evangelos Biancolini, Andrea Chiappa, Ubaldo Cella, Emiliano Costa, Corrado Groth, Stefano Porziani
      Pages 294-308
    7. Vaclav Skala, Samsul Ariffin Abdul Karim, Marek Zabran
      Pages 309-317
  5. Multiscale Modelling and Simulation

    1. Front Matter
      Pages 319-319
    2. Julian Koellermeier, Giovanni Samaey
      Pages 321-333
    3. Philipp Neumann, Niklas Wittmer
      Pages 334-347
    4. Manan’Iarivo Rasolonjanahary, Bakhtier Vasiev
      Pages 359-373
    5. Emil Løvbak, Bert Mortier, Giovanni Samaey, Stefan Vandewalle
      Pages 374-388
    6. Benjamin Czaja, Gábor Závodszky, Alfons Hoekstra
      Pages 403-409
    7. Sergiy Gogolenko, Derek Groen, Diana Suleimenova, Imran Mahmood, Marcin Lawenda, F. Javier Nieto de Santos et al.
      Pages 410-424
    8. Lourens E. Veen, Alfons G. Hoekstra
      Pages 425-438
  6. Quantum Computing Workshop

    1. Front Matter
      Pages 439-439
    2. Gustaw Lippa, Krzysztof Makieła, Marcin Kuta
      Pages 441-450
    3. Open image in new window: A Cross-Platform Programming Framework for Quantum-Accelerated Scientific Computing
      Matthias Möller, Merel Schalkers
      Pages 451-464
    4. Tomasz Arodz
      Pages 465-472
    5. Christoph Roch, Thomy Phan, Sebastian Feld, Robert Müller, Thomas Gabor, Carsten Hahn et al.
      Pages 488-501
    6. Krzysztof Kurowski, Jan Wȩglarz, Marek Subocz, Rafał Różycki, Grzegorz Waligóra
      Pages 502-515
    7. Dawid Tomasiewicz, Maciej Pawlik, Maciej Malawski, Katarzyna Rycerz
      Pages 516-530
    8. Irina Chiscop, Jelle Nauta, Bert Veerman, Frank Phillipson
      Pages 531-545
    9. Michał Borowski, Paweł Gora, Katarzyna Karnas, Mateusz Błajda, Krystian Król, Artur Matyjasek et al.
      Pages 546-561
    10. Niels M. P. Neumann, Paolo B. U. L. de Heer, Irina Chiscop, Frank Phillipson
      Pages 562-575
    11. Nicholas Meinhardt, Niels M. P. Neumann, Frank Phillipson
      Pages 576-590

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

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-030-50433-5
  • Copyright Information Springer Nature Switzerland AG 2020
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-030-50432-8
  • Online ISBN 978-3-030-50433-5
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site
Industry Sectors
Automotive
Biotechnology
Finance, Business & Banking
Electronics
IT & Software
Telecommunications
Consumer Packaged Goods
Aerospace
Engineering