Special Issue on

Frontiers in Numerical Analysis and Applications

Frontiers in Numerical Analysis and Applications is dedicated to advancing research in numerical analysis, computational methods, and their practical applications across various scientific and engineering disciplines. The journal covers a wide range of topics, including finite element, finite difference, and spectral methods, as well as optimization algorithms, numerical solutions for differential equations, and high-performance computing. Emphasizing both theoretical developments and real-world implementations, it serves as a platform for researchers to share innovative approaches in computational science, uncertainty quantification, and emerging areas like machine learning in numerical analysis.

In this special issue, we intend to invite front-line researchers and authors to submit original research and review articles on exploring Frontiers in Numerical Analysis and Applications. Potential topics include, but are not limited to:

• Scientific computing
• Computational methods
• Finite element methods
• Finite difference methods
• Finite volume methods
• Spectral methods
• Approximation theory
• Optimization algorithms
• Partial differential equations (PDEs)
• Ordinary differential equations (ODEs)
• Numerical linear algebra
• Computational fluid dynamics (CFD)
• Machine learning in numerical analysis
• High-performance computing
• Uncertainty quantification
• Adaptive mesh refinement
• Stochastic numerical methods
• Multigrid methods
• Numerical simulation
• Inverse problems

Authors should read over the journal’s For Authors carefully before submission. Prospective authors should submit an electronic copy of their complete manuscript through the journal’s Paper Submission System.

Please kindly specify the “Special Issue” under your manuscript title. The research field “Special Issue - Frontiers in Numerical Analysis and Applications” should be selected during your submission.

Special Issue Timetable:

Guest Editor:

Prof. Alexander Shelupanov

Department of Integrated Information Security of Computer Systems

University of Control Systems and Radioelectronics, Russia

For further questions or inquiries, please contact Editorial Assistant at am@scirp.org.