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 600
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
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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
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Related Special Issue
- Numerical Algorithms: Computer Aspects and Related Topics in Mathematics (3 articles)
