Numerical Algorithms: Methods and Applications
A special issue of Mathematics (ISSN 2227-7390). This special issue belongs to the section "E: Applied Mathematics".
Deadline for manuscript submissions: 30 September 2026 | Viewed by 6
Special Issue Editor
Interests: high-speed computing and parallel algorithms; computational linear algebra; numerical methods for partial differential equations
Special Issues, Collections and Topics in MDPI journals
Special Issue Information
Dear Colleagues,
This Special Issue aims to bring together recent advances in the development and analysis of numerical algorithms, with an emphasis on both methodological innovations and their practical applications across scientific and engineering disciplines. We welcome contributions that address computational challenges in modeling, simulation, and data-intensive problems, offering efficient, accurate, and scalable numerical solutions.
Topics to be discussed at this conference include (but are not limited to) the following:
- Novel numerical methods for differential equations;
- Parallel numerical algorithms;
- Uncertainty quantification and stochastic numerical schemes;
- Hierarchical, adaptive, domain decomposition, and local refinement methods;
- Robust preconditioning algorithms;
- Monte Carlo methods and algorithms;
- Numerical linear algebra;
- Multiscale and multiphysics problem;
- Machine learning-enhanced numerical solvers;
- Novel data formats for dense and sparse matrices;
- Libraries for numerical computations;
- Numerical algorithms testing and benchmarking;
- Analysis of rounding errors of numerical algorithms;
- Languages, tools, and environments for programming numerical algorithms;
- Numerical algorithms on coprocessors (GPU, Intel Xeon Phi, etc.);
- Paradigms of programming numerical algorithms;
- Contemporary computer architectures;
- Heterogeneous numerical algorithms;
- Applications of numerical algorithms in science and technology.
Dr. Ivan Lirkov
Guest Editor
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 250 words) can be sent to the Editorial Office for assessment.
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
- mathematics computing
- numerical algorithms
- parallel algorithms
- distributed computing
- scalable computing
- computational optimization
- numerical schemes
- Monte Carlo methods and algorithms
- numerical linear algebra
- multiscale and multiphysics problem
- machine learning-enhanced numerical solvers
Benefits of Publishing in a Special Issue
- Ease of navigation: Grouping papers by topic helps scholars navigate broad scope journals more efficiently.
- Greater discoverability: Special Issues support the reach and impact of scientific research. Articles in Special Issues are more discoverable and cited more frequently.
- Expansion of research network: Special Issues facilitate connections among authors, fostering scientific collaborations.
- External promotion: Articles in Special Issues are often promoted through the journal's social media, increasing their visibility.
- Reprint: MDPI Books provides the opportunity to republish successful Special Issues in book format, both online and in print.
Further information on MDPI's Special Issue policies can be found here.
Related Special Issue
- Numerical Algorithms: Computer Aspects and Related Topics in Mathematics (3 articles)
