Innovations in High-Performance Computing

A special issue of Mathematics (ISSN 2227-7390). This special issue belongs to the section "Computational and Applied Mathematics".

Deadline for manuscript submissions: 31 December 2024 | Viewed by 355

Special Issue Editors


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Guest Editor
Institute of Informatics, Faculty of Electrical Engineering and Computer Science from the University of Maribor, Koroška Cesta 46, 2000 Maribor, Slovenia
Interests: ubiquitous systems; high performance computing; machine learning; computer languages; computer games

E-Mail Website
Guest Editor
Faculty of Electrical Engineering and Computer Science, University of Maribor, Koroška cesta 46, 2000 Maribor, Slovenia
Interests: differential evolution; multiobjective optimization; evolutionary robotics; artificial life; cloud computing
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Special Issue Information

Dear Colleagues,

High-performance computing (HPC) solves complex performance-intensive problems much faster and at less cost than traditional computing. It has been crucial to academic research and industry innovations for decades. All the newest discoveries in materials science, biology, drug development, artificial intelligence, and others could not be accomplished without HPC.

We kindly invite the authors to contribute innovative ideas, novel approaches, and outcomes of advanced research projects that present the next frontier of high-performance computing.

Topics of interest include but are not limited to:

  • new computing paradigms for HPC;
  • new HPC algorithms;
  • innovative applications of HPC;
  • high-performance networking and storage;
  • exascale data analytics;
  • HPC for digital twinning and real-time simulations;
  • HPC architectures for neuromorphic computing;
  • distributed and hybrid applications of HPC on the edge;
  • novel approaches to non-functional aspects of HPC (safety, security, fault-tolerance, etc.).

Dr. Domen Verber
Dr. Aleš Zamuda
Guest Editors

Manuscript Submission Information

Manuscripts should be submitted online at www.mdpi.com by registering and logging in to this website. Once you are registered, click here to go to the submission form. Manuscripts can be submitted until the deadline. All submissions that pass pre-check are peer-reviewed. Accepted papers will be published continuously in the journal (as soon as accepted) and will be listed together on the special issue website. Research articles, review articles as well as short communications are invited. For planned papers, a title and short abstract (about 100 words) can be sent to the Editorial Office for announcement on this website.

Submitted manuscripts should not have been published previously, nor be under consideration for publication elsewhere (except conference proceedings papers). All manuscripts are thoroughly refereed through a single-blind peer-review process. A guide for authors and other relevant information for submission of manuscripts is available on the Instructions for Authors page. Mathematics is an international peer-reviewed open access semimonthly journal published by MDPI.

Please visit the Instructions for Authors page before submitting a manuscript. The Article Processing Charge (APC) for publication in this open access journal is 2600 CHF (Swiss Francs). Submitted papers should be well formatted and use good English. Authors may use MDPI's English editing service prior to publication or during author revisions.

Keywords

  • high-performance computing
  • computing paradigms
  • algorithm
  • exascale computing
  • digital twinning
  • neuromorphic computing
  • edge computing

Published Papers

This special issue is now open for submission.
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