The best papers from our thematic track will be published as a special issue of Journal of Computational Science.
Thematic track Chairs
|
Maciej Paszynski paszynsk@agh.edu.pl Maciej Woźniak macwozni@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 |
| Quanling Deng qdeng12@gmail.com |
Department of Mathematics University of Wisconsin-Madison |
Program Committee
- 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
- Rafal Dreżewski AGH University, Polan
- Luis, Garcia-Castillo, University of Carlos III Madrid, Spain
- Pawel, Matuszyk, BAKER-HUGHES, USA
- David, Pardo, Basque Foundation of Science Bilbao, Spain
- Anna, Paszyńska, Jagiellonian University, Poland
- Marcin Łoś, AGH University, Poland
- Albert, Romkes, South Dakota School of Mines and Technology, USA
- Leszek Siwik, AGH University, Poland
- Grażyna Ślusarczyk, Jagiellonian University, Polan
- Barbara Strug, Jagiellonian University, Poland
Evaluation 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
- Piotr, Gurgul, dropbox.com, USA
- Judit, Munoz-Matute, Oden Institute, The University of Texas at Austin, USA
- Javier Omella, University of the Basque Country (UPV/EHU), Spain
- Mostafa Shahriari, GE Healthcare, zipf, Austria
- Marcin Sieniek, Google Health, Inc., USA
- Maciej Smołka, AGH University, Poland
- Maciej Woźniak AGH University, Polan
- Eirik Valseth, Oden Institute, The University of Texas at Austin, USA
- Sergio Rojas, Pontificia Universidad Católica de Valparaíso, Chi
- Marcin Rogowski, King Abdullah University of Science and Technology, Saudi Arabia
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 thematic track 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 thematic track 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 Thematic Track 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, Reykjavik 2015, San Diego 2016, Zurich 2017, Wuxi 2018, Faro 2019, Amsterdam 2020, Kraków 2021 London 2022, and Prague 2023 in frame on ICCS series of conferences:Call for papers
You are invited to submit a full paper (possible in draft version) for oral presentation. In the new guidelines for ICCS proceedings, Springer suggests 12-15 pages for full papers and 6-11 pages for short papers. Please submit the electronic version of your paper using the following web page:https://easychair.org/conferences/?conf=iccs2024
Please remember to select the Artificial Intelligence and High-Performance Computing for Advanced Simulations.
Publication
Papers accepted for Thematic Track will be published in the ICCS 2024 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 thematic track in the framework of the ICCS 2024 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 submission | March 1, 2024 |
| Notification of acceptance of papers | April 1, 2024 |
| Camera ready papers | April 19, 2024 |
| Early registration opens | April 1, 2024 |
| Early registration closes | April 19, 2024 |