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Computational Science – ICCS 2019

19th International Conference, Faro, Portugal, June 12–14, 2019, Proceedings, Part IV

  • João M. F. Rodrigues
  • Pedro J. S. Cardoso
  • Jânio Monteiro
  • Roberto Lam
  • Valeria V. Krzhizhanovskaya
  • Michael H. Lees
  • Jack J. Dongarra
  • Peter M.A. Sloot
Conference proceedings ICCS 2019

Part of the Lecture Notes in Computer Science book series (LNCS, volume 11539)

Also part of the Theoretical Computer Science and General Issues book sub series (LNTCS, volume 11539)

Table of contents

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

    1. Front Matter
      Pages 1-1
    2. Junteng Hou, Shupeng Wang, Guangjun Wu, Ge Fu, Siyu Jia, Yong Wang et al.
      Pages 16-30
    3. Michel Pires, Nicollas Silva, Leonardo Rocha, Wagner Meira, Renato Ferreira
      Pages 31-44
    4. Sreelekha Guggilam, Syed Mohammed Arshad Zaidi, Varun Chandola, Abani K. Patra
      Pages 45-59
    5. Xing Wu, Shangwen Lv, Liangjun Zang, Jizhong Han, Songlin Hu
      Pages 84-95
    6. Ricardo Martins, Alberto Azevedo, André B. Fortunato, Elsa Alves, Anabela Oliveira, Alexandra Carvalho
      Pages 96-108
  3. Track of Machine Learning and Data Assimilation for Dynamical Systems

    1. Front Matter
      Pages 109-109
    2. Rossella Arcucci, Douglas McIlwraith, Yi-Ke Guo
      Pages 111-125
    3. Manuel Pulido, Peter Jan vanLeeuwen, Derek J. Posselt
      Pages 141-155
    4. Boumediene Hamzi, Fritz Colonius
      Pages 178-191
    5. Nguyen Anh Khoa Doan, Wolfgang Polifke, Luca Magri
      Pages 192-198
    6. Azam Moosavi, Ahmed Attia, Adrian Sandu
      Pages 199-212
  4. Track of Marine Computing in the Interconnected World for the Benefit of the Society

    1. Front Matter
      Pages 213-213
    2. Rafael Henrique Oliveira Rangel, Luiz Paulo de Freitas Assad, Elisa Nóbrega Passos, Caio Souza, William Cossich, Ian Cunha D’Amato Viana Dragaud et al.
      Pages 215-228
    3. Anabela Venâncio, Pedro Montero, Pedro Costa, Sabela Regueiro, Swen Brands, Juan Taboada
      Pages 229-239
    4. Ruben Vazquez, Ivan Parras-Berrocal, William Cabos, Dmitry V. Sein, Rafael Mañanes, Juan I. Perez et al.
      Pages 240-252
    5. Karan Bedi, David Gómez-Ullate, Alfredo Izquierdo, Tomás Fernández Montblanc
      Pages 253-264
    6. Renato Mendes, Nuno Vaz, Magda C. Sousa, João G. Rodrigues, Maite deCastro, João M. Dias
      Pages 279-286
    7. Lara Mills, João Janeiro, Flávio Martins
      Pages 287-300
    8. Marko Tosic, Flávio Martins, Serguei Lonin, Alfredo Izquierdo, Juan Darío Restrepo
      Pages 301-314
    9. Pablo Lorente, Marcos G. Sotillo, Arancha Amo-Baladrón, Roland Aznar, Bruno Levier, Lotfi Aouf et al.
      Pages 315-328
    10. David E. Losada, Pedro Montero, Diego Brea, Silvia Allen-Perkins, Begoña Vila
      Pages 346-360
    11. Marcos Mateus, Jose Fernandes, Marta Revilla, Luis Ferrer, Manuel Ruiz Villarreal, Peter Miller et al.
      Pages 361-375
  5. Track of Multiscale Modelling and Simulation

    1. Front Matter
      Pages 377-377
    2. Inti Pelupessy, Simon Portegies Zwart, Arjen van Elteren, Henk Dijkstra, Fredrik Jansson, Daan Crommelin et al.
      Pages 379-392
    3. Anna Corti, Stefano Casarin, Claudio Chiastra, Monika Colombo, Francesco Migliavacca, Marc Garbey
      Pages 410-423
    4. Yurii Nikitchenko, Sergei Popov, Alena Tikhonovets
      Pages 424-435
    5. Derek Groen, Robin A. Richardson, David W. Wright, Vytautas Jancauskas, Robert Sinclair, Paul Karlshoefer et al.
      Pages 479-492
  6. Track of Simulations of Flow and Transport: Modeling, Algorithms and Computation

    1. Front Matter
      Pages 493-493
    2. Zhuoran Wang, Graham Harper, Patrick O’Leary, Jiangguo Liu, Simon Tavener
      Pages 495-509
    3. Tatyana Kudryashova, Sergey Polyakov, Nikita Tarasov
      Pages 568-579
    4. Karel Fraňa, Shehab Attia, Jörg Stiller
      Pages 580-586
    5. Mitsuo Yokokawa, Koji Morishita, Takashi Ishihara, Atsuya Uno, Yukio Kaneda
      Pages 587-595

Other volumes

  1. 19th International Conference, Faro, Portugal, June 12–14, 2019, Proceedings, Part I
  2. 19th International Conference, Faro, Portugal, June 12–14, 2019, Proceedings, Part II
  3. 19th International Conference, Faro, Portugal, June 12–14, 2019, Proceedings, Part III
  4. Computational Science – ICCS 2019
    19th International Conference, Faro, Portugal, June 12–14, 2019, Proceedings, Part IV
  5. 19th International Conference, Faro, Portugal, June 12–14, 2019, Proceedings, Part V

About these proceedings

Introduction

The five-volume set LNCS 11536, 11537, 11538, 11539 and 11540 constitutes the proceedings of the 19th International Conference on Computational Science, ICCS 2019, held in Faro, Portugal, in June 2019.

The total of 65 full papers and 168 workshop papers presented in this book set were carefully reviewed and selected from 573 submissions (228 submissions to the main track and 345 submissions to the workshops). The papers were organized in topical sections named:

Part I: ICCS Main Track

Part II: ICCS Main Track; Track of Advances in High-Performance Computational Earth Sciences: Applications and Frameworks; Track of Agent-Based Simulations, Adaptive Algorithms and Solvers; Track of Applications of Matrix Methods in Artificial Intelligence and Machine Learning; Track of Architecture, Languages, Compilation and Hardware Support for Emerging and Heterogeneous Systems

Part III: Track of Biomedical and Bioinformatics Challenges for Computer Science; Track of Classifier Learning from Difficult Data; Track of Computational Finance and Business Intelligence; Track of Computational Optimization, Modelling and Simulation; Track of Computational Science in IoT and Smart Systems

Part IV: Track of Data-Driven Computational Sciences; Track of Machine Learning and Data Assimilation for Dynamical Systems; Track of Marine Computing in the Interconnected World for the Benefit of the Society; Track of Multiscale Modelling and Simulation; Track of Simulations of Flow and Transport: Modeling, Algorithms and Computation

Part V: Track of Smart Systems: Computer Vision, Sensor Networks and Machine Learning; Track of Solving Problems with Uncertainties; Track of Teaching Computational Science; Poster Track ICCS 2019

Chapter “Comparing Domain-decomposition Methods for the Parallelization of Distributed Land Surface Models” is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.

Keywords

artificial intelligence complex systems computational methods computational science computer networks data security genetic algorithms image processing learning algorithms neural networks numerical methods parallel processing systems parallel programming processors semantics support vector machines svm telecommunication networks telecommunication traffic World Wide Web

Editors and affiliations

  1. 1.University of AlgarveFaroPortugal
  2. 2.University of AlgarveFaroPortugal
  3. 3.University of AlgarveFaroPortugal
  4. 4.University of AlgarveFaroPortugal
  5. 5.University of AmsterdamAmsterdamThe Netherlands
  6. 6.University of AmsterdamAmsterdamThe Netherlands
  7. 7.University of Tennessee at KnoxvilleKnoxvilleUSA
  8. 8.University of AmsterdamAmsterdamThe Netherlands

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-030-22747-0
  • Copyright Information Springer Nature Switzerland AG 2019
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-030-22746-3
  • Online ISBN 978-3-030-22747-0
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site