agent Artificial Intelligence and High-Performance Computing for Advanced Simulations
The workshop in frames of the ICCS 2021 (International Conference on Computational Science),
which holds in Kraków, Poland, June 16 - June 18, 2021
The best papers from our workshop will be published as a special issue of Journal of Computational Science.

Workshop Chairs

Robert Schaefer
schaefer@agh.edu.pl

Maciej Paszynski
paszynsk@agh.edu.pl

Department of Computer Science,
AGH University of Science and Technology,
Mickiewicza 30, 30-059 Kraków, POLAND
Phone: +48 12 6339406,
Fax: +48 12 6339406
Victor Calo
Victor.Calo@curtin.edu.au
Faculty of Science and Engineering
Western Australian School of Mines
Department of Applied Geology
Curtin University
Perth, Western Australia
Phone: +61 892 664 607
David Pardo
dzubiaur@gmail.com
Departamento de Matematica Aplicada,
Estadstica e Investigacia Operativa,
UPV/EHU, Campus de Leioa, Vizcaya, SPAIN
IKERBASQUE (Basque Foundation for Sciences)
Bilbao, SPAIN
Phone: +34 946 015 947

Program Committee

  • Elisabete, Alberdi, The University of the Basque Country Bilbao, Spain
  • Julen Alvarez-Aramberri, Basque Center for Applied Mathematics (BCAM), Spain
  • Sergey Alyaev, Norce, Norvay
  • Krzysztof, Banaś, AGH University Krakow, Poland,
  • Pouria, Behnodfaur, Curtin University Perth, Australia
  • Aleksander, Byrski, AGH University Krakow, Poland
  • Adriano, Cortes, Federal University of Rio de Janeiro, Brasil
  • Enrique, Costa-Montenegro, University of Vigo, Spain
  • Carlos, Cotta, University of Malaga, Spain
  • Lisandro, Dalcin, King Abdullah University of Science and Technology, Saudi Arabia
  • Rafal Dreżewski AGH University, Poland
  • Luis, Garcia-Castillo, University of Carlos III Madrid, Spain
  • Piotr, Gurgul, dropbox.com, USA
  • Ali Hashemian, Basque Center for Applied Mathematics (BCAM), Spain
  • Pawel, Matuszyk, BAKER-HUGHES, USA
  • Ignacio, Muga, Pontificia Universidad Catolica de Valparaiso, Chile
  • Judit, Munoz-Matute, Oden Institute, The University of Texas at Austin, USA
  • Javier Omella, University of the Basque Country (UPV/EHU), Spain
  • David, Pardo, Basque Foundation of Science Bilbao, Spain
  • Diego, Paredes Concha, LNCC Petropolis, Brasil
  • Anna, Paszyńska, Jagiellonian University, Poland
  • Vladimir Puzyrev, Curtin University, Australia
  • del Ser Lorente Javier, Basque Center for Applied Mathematics (BCAM), Spain
  • Marcin Łoś, AGH University, Poland
  • Albert, Romkes, South Dakota School of Mines and Technology, USA
  • Mostafa Shahriari, Software Competence Center Hagenberg GmbH (SCCH), Hagenberg, Austria
  • Marcin Sieniek, Google Health, Inc., USA
  • Leszek Siwik, AGH University, Poland
  • Maciej Smołka, AGH University, Poland
  • Grażyna Ślusarczyk, Jagiellonian University, Poland
  • Barbara Strug, Jagiellonian University, Poland
  • Maciej Woźniak AGH University, Poland
  • Eirik Valseth, Oden Institute, The University of Texas at Austin, USA
  • Quanling Deng, Department of Mathematics University of Wisconsin-Madison
  • Sergio Rojas, Department of Applied Geology, Curtin University, Australia

Local Organizing Committee

Maciej Woźniak - Secretary (iacs@agh.edu.pl)
Department of Computer Science, AGH University of Science and Technology,
Mickiewicza 30, 30-059 Kraków, POLAND
Phone: +48 12 3283400,
Fax: +48 12 6175172

Scope

This workshop aims to integrate knowledge in computer science, computational science, and mathematics.

We invite papers oriented toward the applications of artificial intelligence (AI) and high-performance computing (HPC) in simulations, either in continuous simulations (e.g., finite element simulations of stationary problems using AI adaptive algorithms, HPC isogeometric analysis simulations of time-dependent problems, or application of deep learning for stabilization of space-time finite element simulations), as well as in discrete event simulations of complex-systems consisting of interacting individuals (e.g., HPC multi-agent simulations of the disease spread, or AI matching cellular automata parameters for the simulations of tumor growth).

We invite papers oriented toward the applications of AI and HPC in advanced simulations of phenomena often governed by either of the following:

  • Partial Differential Equations (PDEs): linear, non-linear, stationary, and time-dependent.
  • Complex systems consisting of very large collections of interacting individual elements. These systems may include molecules in a material, cells in the human body, interacting species in an ecosystem, and individuals transmitting an infectious disease within a group.

Likewise, we also encourage papers focused on applications and analysis of such advanced simulation methods, including the development of advanced inversion methods. The topics of this workshop include, but are not limited, to the following:

  • artificial intelligence including soft computing for simulation and inversion of PDEs or and complex systems,
  • efficient adaptive algorithms for large problems,
  • low computational cost adaptive solvers,
  • artificial intelligence in Isogeometric Analysis and Petrov-Galerkin methods,
  • model reduction techniques for large problems,
  • memetic algorithm,
  • multi-agent systems,
  • supermodeling techniques,
  • advanced parallelization techniques,
  • high-performance computing,
  • computational and mathematical analysis of advanced simulation methods,
  • advanced methods applied to inverse problems, and
  • applications of advanced simulation methods.

Language

The official language of the meeting is English.

Relevant information

The Workshop previously called "Agent-Based Simulation, Adaptive Algorithms and Solvers" follows meetings which held in Kraków, Poland 2004, Atlanta 2005, Reading 2006 and Beijing 2007, Kraków 2008, Baton Rouge 2009, Amsterdam 2010, Singapore 2011, Omaha 2012, Barcelona 2013, Cairns 2014 and Reykjavik 2015 in frame on ICCS series of conferences:
2004 - http://www.cyfronet.krakow.pl/iccs2004/
2005 - http://dcl.mathcs.emory.edu/iccs/index.php?page=workshops_details#9
2006 - http://www.iccs-meeting.org/iccs2006/workshop-list.php#ws16
2007 - http://www.iccs-meeting.org/iccs2007/workshop-list.php#ws27
2008 - http://www.iccs-meeting.org/iccs2008
2009 - http://www.iccs-meeting.org/iccs2009
2010 - http://www.iccs-meeting.org/iccs2010
2011 - http://www.iccs-meeting.org/iccs2011
2012 - http://www.iccs-meeting.org/iccs2012
2013 - http://www.iccs-meeting.org/iccs2013
2014 - http://www.iccs-meeting.org/iccs2014
2015 - http://www.iccs-meeting.org/iccs2015
2016 - http://www.iccs-meeting.org/iccs2016
2017 - http://www.iccs-meeting.org/iccs2017
2018 - http://www.iccs-meeting.org/iccs2018
2019 - http://www.iccs-meeting.org/iccs2019
2020 - http://www.iccs-meeting.org/iccs2020

Call for papers

You are invited to submit a full paper (possible in draft version) of 14 pages for oral presentation. Please submit the electronic version of your paper using the following web page:
https://easychair.org/conferences/?conf=iccs2021

Please remember to select the Artificial Intelligence and High-Performance Computing for Advanced Simulations.

Publication

Papers accepted for Workshops will be published in the ICCS 2021 Proceedings printed by Springer in the Lecture Notes in Computer Science (LNCS) series.

Submission implies the willingness of at least one of the authors to register and present the paper.

The submitted paper must be not longer than 14 pages and formatted according to the templates (Word or Latex) provided on the EasyChair submission page. For formatting information see:

Fees

Artificial Intelligence and High-Performance Computing for Advanced Simulations is a workshop in the framework of the ICCS 2021 Conference and the fee of the Conference is needed. Submission implies the willingness of at least one of the authors to register and present the paper.

Important dates

Full papers submissionFebruary 12, 2021
Notification of acceptance of papersMarch 15, 2021
Camera ready papersApril 5, 2021
Early registration opensMarch 15, 2021
Early registration closesApril 5, 2021