Special Issues

Mathematics publishes Special Issues to create collections of papers on specific topics, with the aim of building a community of authors and readers to discuss the latest research and develop new ideas and research directions. Special Issues are led by Guest Editors, who are experts on the topic and all Special Issue submissions follow MDPI's standard editorial process. The journal’s Editor-in-Chief and/or designated Editorial Board Member will oversee Guest Editor appointments and Special Issue proposals, checking their content for relevance and ensuring the suitability of the material for the journal. The papers published in a Special Issue will be collected and displayed on a dedicated page of the journal’s website. Further information on MDPI's Special Issue polices and Guest Editor responsibilities can be found here. For any inquiries related to a Special Issue, please contact the Editorial Office.

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Stochastic Processes and Partial Differential Equations in Industry
edited by , and Jianya Lu
submission deadline 31 May 2025 | Viewed by 11 | Submission Open
Keywords: stochastic processes; stochastic partial differential equations; stochastic dynamics systems theory and applications; model phenomena in industry; queuing theory
(This special issue belongs to the Section Probability and Statistics)
Applied Mathematics and Applications of Multi-criteria Decision-Making Methods
edited by
submission deadline 1 Jun 2025 | Viewed by 61 | Submission Open
Keywords: analytic hierarchy process (AHP); analytic network process (ANP); best– worst method (BWM); complex proportional assessment (COPRAS); data envelopment analysis (DEA); elimination and choice translating reality (ELECTRE); full consistency method (FUCOM); multi-attribute utility theory (MAUT); multi-attribute value theory (MAVT); step-wise weights assessment ratio analysis (SWARA); technique for order preference by similarity to ideal solution (TOPSIS)
(This special issue belongs to the Section Engineering Mathematics)
Analysis and Mathematical Modeling of Control Engineering and Path Planning, 2nd Edition submission deadline 1 Jun 2025 | Viewed by 41 | Submission Open
Keywords: dynamical systems; numerical methods; mathematical modeling; artificial intelligence methods; mathematical programming; identification and modeling of control systems; path planning algorithms
(This special issue belongs to the Section Engineering Mathematics)
AI-Based on Mathematical Modelling for IoMT Devices and Networks submission deadline 6 Jun 2025 | 2 articles | Viewed by 7318 | Submission Open
Keywords: mathematical methods in medicine; mathematics for intelligent systems; mathematics for data science
(This special issue belongs to the Section Network Science)
Trends and Prospects in Scientific Computing and Quantum Computing in Astrophysics
edited by Chunyu Lin
submission deadline 10 Jun 2025 | Viewed by 57 | Submission Open
Keywords: astronomical data analysis; computational astrophysics; computational cosmology; multi-scale simulation; multimessenger astronomy; numerical relativity; quantum computing; scientific computing
(This special issue belongs to the Section Computational and Applied Mathematics)
Polynomial Sequences and Their Applications, 2nd Edition submission deadline 25 Jun 2025 | Viewed by 60 | Submission Open
Keywords: orthogonal polynomials; matrix methods; monomiality principle; generating functions; Sheffer; Appell and binomial classes; Lidstone type class; umbral calculus; interpolation; boundary value problems; numerical quadrature   TRANSLATE with x English Arabic Hebrew Polish Bulgarian Hindi Portuguese Catalan Hmong Daw Romanian Chinese Simplified Hungarian Russian Chinese Traditional Indonesian Slovak Czech Italian Slovenian Danish Japanese Spanish Dutch Klingon Swedish English Korean Thai Estonian Latvian Turkish Finnish Lithuanian Ukrainian French Malay Urdu German Maltese Vietnamese Greek Norwegian Welsh Haitian Creole Persian   //   TRANSLATE with COPY THE URL BELOW Back EMBED THE SNIPPET BELOW IN YOUR SITE Enable collaborative features and customize widget: Bing Webmaster Portal Back //     This page is in English   Translate to Simplified Chinese         Afrikaans Albanian Amharic Arabic Armenian Azerbaijani Bengali Bulgarian Catalan Croatian Czech Danish Dutch English Estonian Finnish French German Greek Gujarati Haitian Creole Hebrew Hindi Hungarian Icelandic Indonesian Italian Japanese Kannada Kazakh Khmer Korean Kurdish (Kurmanji) Lao Latvian Lithuanian Malagasy Malay Malayalam Maltese Maori Marathi Myanmar (Burmese) Nepali Norwegian Pashto Persian Polish Portuguese Punjabi Romanian Russian Samoan Simplified Chinese Slovak Slovenian Spanish Swedish Tamil Telugu Thai Traditional Chinese Turkish Ukrainian Urdu Vietnamese Welsh   Always translate English to Simplified Chinese Never translate English Never translate admin.mdpi.com
(This special issue belongs to the Section Computational and Applied Mathematics)
Fractional Differential Equations: Theory and Application submission deadline 30 Jun 2025 | 9 articles | Viewed by 10810 | Submission Open
Keywords: fractional calculus; fractional differential equations; generalized hypergeometric functions; function spaces fractional integrals; derivatives fractional calculus of variations
(This special issue belongs to the Section Difference and Differential Equations)
Theoretical and Applied Mathematics in Supply Chain Management
edited by
submission deadline 30 Jun 2025 | 3 articles | Viewed by 3274 | Submission Open
Keywords: LARG— lean; agile; resilient; and green; supply chain modelling and optimization; demand forecasting; inventory management; logistics and transportation; reverse and closed-loop supply chains; supply chain coordination
(This special issue belongs to the Section Engineering Mathematics)
Applications of Continuum Mechanics in Biomedicine and Fluid Dynamics
edited by Giulia Giantesio
submission deadline 30 Jun 2025 | Viewed by 377 | Submission Open
Keywords: fluid dynamics; biological flows; flows in porous media; fluid– structure interactions; medical devices; non-Newtonian flows; simulations and modeling
(This special issue belongs to the Section Engineering Mathematics)
Computational Mathematics and Artificial Intelligence
edited by , , and Geoffrey McLachlan
submission deadline 30 Jun 2025 | Viewed by 308 | Submission Open
Keywords: efficient numerical/approximation methods; algorithmic and computational complexity; large-scale optimization; stochastic methods; computational statistics; machine learning algorithms; computational methods for deep learning; fluid computational dynamics; bioinformatics; molecular modeling; computer vision; natural language processing
(This special issue belongs to the Section Computational and Applied Mathematics)
Emerging Topics in Multi-objective Optimization and Its Applications
edited by Oren E. Nahum, Adham Salih and Amiram Moshaiov
submission deadline 30 Jun 2025 | Viewed by 123 | Submission Open
Keywords: optimization; multi-objective optimization; non-dominated solutions; Pareto front; exact algorithms; mathematical programming; heuristics; metaheuristics; evolutionary algorithms; population-based algorithms
(This special issue belongs to the Section Computational and Applied Mathematics)
Physics-Informed AI and Deep Learning Algorithms for Smart Grid
edited by Xinze Li and
submission deadline 30 Jun 2025 | Viewed by 66 | Submission Open
Keywords: applications of physics-informed neural networks (PINNs) in smart grids; AI-based control for system stability and reliability; PINN and deep learning-based cyber security; AI-based anomaly detection; forecasting; and scheduling for renewable energy generation; PINN and deep learning-based distributed control for smart grid; PINN-based modeling; control; and fault detection of power electronics systems; AI-based fault detection and diagnostics in V2G system; intelligent motor condition monitoring and fault-tolerant control for V2G system
(This special issue belongs to the Section Engineering Mathematics)
Generalized/Extended Finite Element Methods, Meshless Methods and Related Developments in Machine Learning
edited by Qinghui Zhang
submission deadline 30 Jun 2025 | Viewed by 61 | Submission Open
Keywords: generalized finite element methods; extended finite element methods; meshless methods; unfitted mesh methods; machine learning; deep learning; neural networks; extreme learning machine; randomized neural networks; physics-informed neural networks; optimization; high dimension; high-performance computations; theories
(This special issue belongs to the Section Engineering Mathematics)
Computational Intelligence Methods for Difficult Problems submission deadline 30 Jun 2025 | Viewed by 45 | Submission Open
Keywords: neural networks; fuzzy systems; evolutionary computation; swarm intelligence; hybrid systems; pattern recognition; data mining; knowledge discovery; heuristics
(This special issue belongs to the Section Mathematics and Computer Science)
Optimization, Modeling and Data Analytic Approaches in Network Coding submission deadline 30 Jun 2025 | Viewed by 23 | Submission Open
Keywords: network coding; network communication; network computation and optimization; distributed storage information theory and numerical analysis; machine learning algorithms modeling in network coding; the application of network coding for smart city development; the enhancement of data transmission efficiency via models
(This special issue belongs to the Section Mathematics and Computer Science)
Advances in Statistical Analysis for Health, Finance, Industry and Digital Economy
edited by Lei Qin
submission deadline 1 Jul 2025 | Viewed by 1007 | Submission Open
Keywords: application of data mining; machine learning and optimization; generative AI; artificial intelligence in healthcare; health economics; bioinformatics; digital driven diagnostics and prognostics; option pricing; market microstructure; cryptocurrency; blockchain; digital economy; data assets
(This special issue belongs to the Section Probability and Statistics)
Nonlinear Dynamics and Control: Challenges and Innovations
edited by
submission deadline 1 Jul 2025 | 2 articles | Viewed by 897 | Submission Open
Keywords: complex dynamical system; nonlinear Dynamics; control theory; nonlinear systems
Applications of Cloud Computing, Big Data, and Data Dissemination in Information Engineering
edited by
submission deadline 31 Jul 2025 | 3 articles | Viewed by 4129 | Submission Open
Keywords: cloud computing; data dismission; artificial intelligence; information engineering; machine learning; mathematical models; scientific computing; big data
(This special issue belongs to the Section Engineering Mathematics)
Advanced Information and Signal Processing: Models and Algorithms
edited by and
submission deadline 31 Jul 2025 | Viewed by 137 | Submission Open
Keywords: information processing; signal processing; wireless communications; pattern recognition; network security; computer security; cryptography; biometrics; data mining; knowledge discovery; parallel computing; neural networks; fuzzy logic; image processing; information propagation; opinion spread; multimedia computing; ubiquitous computing; edge computing
(This special issue belongs to the Section Mathematics and Computer Science)
Recent Advances in Scientific Computing & Applications submission deadline 31 Jul 2025 | Viewed by 77 | Submission Open
Keywords: classical and quantum computing; classical and quantum computer interactions; application development technology; artificial intelligence; research methodology; dynamic control; evolutionary systems involved in dynamic systems; model finding; simulation and identification; algorithm synthesis; conceptual and theoretical frameworks
(This special issue belongs to the Section Computational and Applied Mathematics)
Biostatistics and Stochastic Process Analysis
edited by
submission deadline 31 Jul 2025 | Viewed by 49 | Submission Open
Keywords: biostatistics; stochastic analysis; epidemic modeling; statistical genomics; cellular dynamics; survival analysis
(This special issue belongs to the Section Probability and Statistics)
Gaussian Process and Machine Learning
edited by Omid Chatrabgoun and
submission deadline 31 Jul 2025 | Viewed by 5 | Submission Open
Keywords: advances in Gaussian process regression for analysing real-world complex data; Gaussian process for Baysiean optimization; Gaussian process for time series analysis; Gaussian process in reinforcement learning; Gaussian process in deep learning; physics-inform neural network (PINNs) versus Gaussian process; Gaussian process for solving stochastic diffrential equations
(This special issue belongs to the Section Probability and Statistics)
Advances in Nonlinear Analysis: Theory, Methods and Applications
edited by Ivan P. Jordanov
submission deadline 30 Aug 2025 | Viewed by 54 | Submission Open
Keywords: complex systems; mathematical modelling; agent models; nonlinear dynamics; nonlinear PDEs; nonlinear analysis; mathematical economics; financial mathematics
(This special issue belongs to the Section Computational and Applied Mathematics)
Control, Optimization and Intelligent Computing in Energy submission deadline 31 Aug 2025 | 9 articles | Viewed by 9540 | Submission Open
Keywords: dynamic system stability analysis; linear and non-linear systems; discrete time systems; feedback control systems; controllers for stabilization and linearization; industrial automation and instrumentation systems; power electronics systems and control; distributed energy resources; communication systems for electric power systems; smart grid applications; classical optimization methods; computational intelligence methods; modelling and simulation; sequential and parallel computing; realtime simulation systems
(This special issue belongs to the Section Dynamical Systems)
Deep Learning in Image Processing and Scientific Computing
edited by Xuqing Wu and Siyu Huang
submission deadline 31 Aug 2025 | 1 articles | Viewed by 1073 | Submission Open
Keywords: machine learning; deep learning; neural networks; computer vision; image processing; AI-generated content; AI for science
(This special issue belongs to the Section Mathematics and Computer Science)
Mathematical Methods and N-body Problem in Celestial Mechanics
edited by Juan F. Navarro
submission deadline 31 Aug 2025 | Viewed by 75 | Submission Open
Keywords: N-body ring problem; N-body problem; three-body problem; hill problem; stability; periodic orbits; coorbital satellites; planetary rings; AI; numerical methods for the N-body problem; hybrid methods; neural networks
(This special issue belongs to the Section Mathematical Physics)
Mathematical Applications in Computer Graphics
edited by and
submission deadline 31 Aug 2025 | Viewed by 55 | Submission Open
Keywords: geometric and solid modeling; visual analytics; computational geometry; numerical methods in graphics; machine learning and AI in graphics; geometry-based machine learning models; deep learning for surface reconstruction and optimization; graph convolutional networks for graphics
(This special issue belongs to the Section Mathematics and Computer Science)
Artificial Intelligence Techniques Applications on Power Systems submission deadline 30 Sep 2025 | 6 articles | Viewed by 7866 | Submission Open
Keywords: artificial intelligence techniques; power system engineering; power systems; neural network; fuzzy systems; expert systems
(This special issue belongs to the Section Engineering Mathematics)
Complex System Dynamics and Image Processing
edited by Hao Zhang
submission deadline 30 Sep 2025 | Viewed by 92 | Submission Open
Keywords: chaos; memristor; dynamics; nonlinear analysis; image encryption; image hiding; steganography; image compression; watermarking
(This special issue belongs to the Section Mathematics and Computer Science)
Artificial Intelligence and Internet of Things for Intelligent Systems
edited by and
submission deadline 15 Oct 2025 | 8 articles | Viewed by 17064 | Submission Open
Keywords: machine learning; deep learning; reinforcement learning; expert systems; big data and data mining; pattern recognition; computational intelligence; neural networks; computer vision; natural language processing; human activity recognition; optimization techniques; internet of things techniques and applications; machine learning and deep learning for the internet of things; cloud to edge computing for the internet of things; sensor-based intelligent systems; context-aware pervasive systems; cyber-physical systems; D2D and M2M communication systems; cognitive systems and applications; robotics systems
(This special issue belongs to the Section Mathematics and Computer Science)
Mathematical Computation for Pattern Recognition and Computer Vision
edited by and
submission deadline 1 Dec 2025 | Viewed by 101 | Submission Open
Keywords: artificial intelligence; pattern recognition; computer vision; feature extraction; feature matching; image processing; single-image 3d restoration; multiple view geometry; 3D point cloud; 3D object recognition; machine learning; neural network; deep learning
(This special issue belongs to the Section Mathematics and Computer Science)
Statistical Data Modeling and Machine Learning with Applications, 3rd Edition submission deadline 15 Dec 2025 | 6 articles | Viewed by 7136 | Submission Open
Keywords: computational statistics; dimensionality reduction and variable selection; nonparametric statistical modeling; supervised learning (classification; regression); clustering methods; financial statistics and econometrics; statistical algorithms; time series analysis and forecasting; machine learning algorithms; decision trees; ensemble methods; neural networks; deep learning; hybrid models; data analysis
(This special issue belongs to the Section Mathematics and Computer Science)
Mathematics Applied to Manufacturing and Logistics Systems
edited by , and Isabel Cristina Mendes Pinto
submission deadline 25 Dec 2025 | 1 articles | Viewed by 1273 | Submission Open
Keywords: mathematical models; processes optimization; industrial management; logistics optimization; sustainability; costs reduction; quality optimization; process flow optimization; internal logistics optimization; external logistics optimization; optimization algorithms; industrial operations; robot path optimization; information flow optimization; optimization of the industry digitalization; case studies
(This special issue belongs to the Section Engineering Mathematics)
Evolutionary Computation and Multi-objective Optimization submission deadline 30 Dec 2025 | Viewed by 61 | Submission Open
Keywords: evolutionary algorithms; multi-objective bi-level optimization; dynamic and robust multi-objective optimization; multi-party multi-objective optimization; multi-objective multi-tasking optimization; hybrid optimization techniques; real-world applications; multi-objective optimization; large-scale multi-objective optimization; multi-modal multi-objective optimization
(This special issue belongs to the Section Computational and Applied Mathematics)
New Advances in Data Analytics and Mining
edited by
submission deadline 9 Jun 2026 | 7 articles | Viewed by 6582 | Submission Open
Keywords: data mining; data analytics; granular computing; uncertainty analysis
(This special issue belongs to the Section Mathematics and Computer Science)
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