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Computational Science – ICCS 2020

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

  • 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 12143)

Also part of the Theoretical Computer Science and General Issues book sub series (LNTCS, volume 12143)

Table of contents

  1. Front Matter
    Pages i-xx
  2. Simulations of Flow and Transport: Modeling, Algorithms and Computation

    1. Front Matter
      Pages 1-1
    2. Filipe Fernandes de Paula, Thiago Quinelato, Iury Igreja, Grigori Chapiro
      Pages 18-31
    3. Yongxing Wang, Peter K. Jimack, Mark A. Walkley
      Pages 32-45
    4. Masashi Yamakawa, Satoshi Chikaguchi, Shinichi Asao, Shotaro Hamato
      Pages 46-59
    5. Kyohei Tajiri, Mitsuru Tanaka, Masashi Yamakawa, Hidetoshi Nishida
      Pages 75-87
    6. Marcin Łoś, Judit Munoz-Matute, Krzysztof Podsiadło, Maciej Paszyński, Keshav Pingali
      Pages 133-148
    7. Ayato Takii, Masashi Yamakawa, Shinichi Asao
      Pages 178-190
    8. Alessio De Rango, Luca Furnari, Donato D’Ambrosio, Alfonso Senatore, Salvatore Straface, Giuseppe Mendicino
      Pages 191-204
    9. Marco Berghoff, Martin Frank, Benjamin Seibold
      Pages 242-256
  3. Smart Systems: Bringing Together Computer Vision, Sensor Networks and Machine Learning

    1. Front Matter
      Pages 269-269
    2. Siyuan Wang, Peng Liu, Jinqiao Shi, Xuebin Wang, Can Zhao, Zelin Yin
      Pages 271-284
    3. SuChang Li, Kan Li, Ilyes Kacher, Yuichiro Taira, Bungo Yanatori, Imari Sato
      Pages 285-298
    4. Konstantin Ryabinin, Svetlana Chuprina
      Pages 312-325
    5. Yang Cai, Florian Alber, Sean Hackett
      Pages 340-352
    6. Yibing Ma, Xuetao Feng, Jile Jiao, Zhongdong Peng, Shenger Qian, Hui Xue et al.
      Pages 353-366
    7. Pedro M. M. Guerreiro, Pedro J. S. Cardoso, Hortênsio C. L. Fernandes
      Pages 382-396
  4. Software Engineering for Computational Science

    1. Front Matter
      Pages 397-397
    2. Ben van Werkhoven, Willem Jan Palenstijn, Alessio Sclocco
      Pages 399-412
    3. Zedong Peng, Xuanyi Lin, Nan Niu
      Pages 413-427
    4. Laura Morgenstern, David Haensel, Andreas Beckmann, Ivo Kabadshow
      Pages 428-441
    5. Yunus Sevinchan, Benjamin Herdeanu, Harald Mack, Lukas Riedel, Kurt Roth
      Pages 442-456
    6. Nasir U. Eisty, Danny Perez, Jeffrey C. Carver, J. David Moulton, Hai Ah Nam
      Pages 457-463
    7. Vedran Kasalica, Anna-Lena Lamprecht
      Pages 464-476 Open Access
  5. Solving Problems with Uncertainties

    1. Front Matter
      Pages 477-477
    2. Salvatore Flavio Pileggi, Hayden Crain, Sadok Ben Yahia
      Pages 479-493
    3. Hidekazu Yoshioka, Motoh Tsujimura, Kunihiko Hamagami, Yumi Yoshioka
      Pages 494-507
    4. Aleksey K. Alekseev, Alexander E. Bondarev, Artem E. Kuvshinnikov
      Pages 508-519
    5. Emanouil Atanassov, Sergei Kucherenko, Aneta Karaivanova
      Pages 520-528
    6. Wojciech Bożejko, Paweł Rajba, Mieczysław Wodecki
      Pages 529-538
    7. Mustafa Emre Şahin, Anton Lebedev, Vassil Alexandrov
      Pages 539-549
    8. Jessica Ivonne Lozano-Medina, Laura Hervert-Escobar, Neil Hernandez-Gress
      Pages 561-574
    9. Rachid Belfadli, M’hamed Eddahbi, Imade Fakhouri, Youssef Ouknine
      Pages 575-589
  6. Teaching Computational Science

    1. Front Matter
      Pages 591-591

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. 20th International Conference, Amsterdam, The Netherlands, June 3–5, 2020, Proceedings, Part VI
  7. Computational Science – ICCS 2020
    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.

Chapter ‘APE: A Command-Line Tool and API for Automated Workflow Composition’ is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.

Keywords

artificial intelligence communication systems computer networks distributed computer systems image processing mathematics numerical methods parallel processing systems parallel programming processors signal processing telecommunication networks telecommunication systems telecommunication traffic wireless telecommunication systems 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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