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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Quantitative Finance and Stochastic Volatility with Their Numerical Models submission deadline 30 Jun 2025 | 3 articles | Viewed by 4069 | Submission Open
Keywords: quantitative finance; stochastic volatility; numerical models; sustainability assessment instruments and methods; mathematical analysis and numerical techniques; mathematical modeling; probabilistic techniques; multidisciplinary mathematical and statistical models and applications; dynamical systems; differential equations; partial differential equations; practical statistics; combinatorics and number theory; probability theory; multivariate calculus; time series analysis; differential equations; statistical data mining; financial mathematics; group theory and applications; actuarial statistics
(This special issue belongs to the Section Financial Mathematics)
Multi-attribute Decision Making and Intelligent Computing in Smart Governance
edited by Liguo Fei
submission deadline 30 Jun 2025 | 4 articles | Viewed by 3969 | Submission Open
Keywords: multi-attribute decision-making method in a linguistic environment; multi-attribute decision-making method in a fuzzy environment; multi-attribute decision-making method based on the Dempster– Shafer theory; multi-attribute decision-making method in a probabilistic environment; applications of multi-attribute decision making and intelligent computing methodologies in multi-sensor information fusion; applications of multi-attribute decision making and intelligent computing methodologies in risk decisions; applications of multi-attribute decision making and intelligent computing methodologies in smart cities; applications of multi-attribute decision making and intelligent computing methodologies in emergency management; applications of multi-attribute decision making and intelligent computing methodologies in disaster prevention and reduction; applications of multi-attribute decision making and intelligent computing methodologies in digital governance
(This special issue belongs to the Section Fuzzy Sets, Systems and Decision Making)
Mathematics-Based Methods in Artificial Intelligence, Pattern Recognition and Deep Learning, 2nd Edition
edited by , Cai Xu and Jinrong Cui
submission deadline 30 Jun 2025 | 4 articles | Viewed by 3342 | Submission Open
Keywords: pattern recognition and application; deep learning; artificial intelligence; computer vision
(This special issue belongs to the Section Mathematics and Computer Science)
Advanced Applications with Mathematical Modeling in Operations and Supply Chain Management
edited by Paul Eric Dossou, Esther Álvarez and Pawel Pawlewski
submission deadline 30 Jun 2025 | 2 articles | Viewed by 3054 | Submission Open
Keywords: supply chain 4.0; supply chain optimization; sustainable supply chain; green supply chain; digital twin
Algebraic Modal Logic and Proof Theory
edited by Minghui Ma
submission deadline 30 Jun 2025 | 2 articles | Viewed by 2946 | Submission Open
Keywords: modal algebra; modal logic; proof theory
(This special issue belongs to the Section Mathematics and Computer Science)
Advanced Information and Signal Processing: Models and Algorithms
edited by and
submission deadline 30 Jun 2025 | 2 articles | Viewed by 2212 | 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)
Statistical Methods and Applications in Genetics and Genomics
edited by Zilin Li and Xihao Li
submission deadline 30 Jun 2025 | 2 articles | Viewed by 2195 | Submission Open
Keywords: statistical genetics and genomics; multi-omics; biostatistics; bioinformatics; computational biology
(This special issue belongs to the Section Probability and Statistics)
Stochastic Models in Mathematical Biology, 2nd Edition
edited by
submission deadline 30 Jun 2025 | 2 articles | Viewed by 2171 | Submission Open
Keywords: population dynamics; mathematical physiology; biophysics; signalling; Markov models; Markov decision processes; stochastic differential equations; branching processes; parametrisation of stochastic models; Bayesian analysis
(This special issue belongs to the Section Mathematical Biology)
Recent Advances in Optimization Algorithms for Scheduling and Operations Research
edited by , María D. Gracia and Manuel Vargas
submission deadline 30 Jun 2025 | 3 articles | Viewed by 2097 | Submission Open
Keywords: operations research; scheduling; logistics; manufacturing; artificial intelligence; metaheuristics algorithms; industrial applications
(This special issue belongs to the Section Mathematics and Computer Science)
Mathematical Modelling and Statistical Methods of Quality Engineering
edited by Changyun Lin
submission deadline 30 Jun 2025 | 1 articles | Viewed by 1835 | Submission Open
Keywords: machine learning; statistical process control; design of experiments; reliability analysis; data analysis; computer science
(This special issue belongs to the Section Probability and Statistics)
Quantitative Finance with Mathematical Modelling
edited by , , and Anthony Graham Bellotti
submission deadline 30 Jun 2025 | 1 articles | Viewed by 1684 | Submission Open
Keywords: quantitative finance; risk management; portfolio management; time series analysis; Bayesian analysis; quantitative trading; algorithm trading; financial risk; portfolio optimization; game theory in finance
Computational Mathematics and Artificial Intelligence
edited by , , and Geoffrey McLachlan
submission deadline 30 Jun 2025 | Viewed by 673 | 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 Applications of Evolutionary Computing and Swarm Intelligence
edited by Abel Garcia-Najera, Karen Miranda, Saúl Zapotecas-Martínez and Adriana Menchaca-Méndez
submission deadline 30 Jun 2025 | 1 articles | Viewed by 669 | Submission Open
Keywords: genetic algorithms; evolution strategy; estimation of distribution algorithms; differential evolution; swarm intelligence; ant colony optimization; artificial bee colony algorithm; operations research; networks; artificial intelligence; big data
(This special issue belongs to the Section Mathematics and Computer Science)
Applications of Continuum Mechanics in Biomedicine and Fluid Dynamics
edited by Giulia Giantesio
submission deadline 30 Jun 2025 | Viewed by 486 | 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)
Nonlinear Elliptic Partial Differential Equations: Theory, Computations, and Applications submission deadline 30 Jun 2025 | Viewed by 387 | Submission Open
Keywords: reaction diffusion equations; existence/multiplicity/uniqueness; regularity; stability; boundary value problems; nonlinear elliptic equations; numerical PDEs; convergence analysis
(This special issue belongs to the Section Computational and Applied Mathematics)
Advances in Game Theory and Optimization with Applications
edited by Yaodong Yang
submission deadline 30 Jun 2025 | Viewed by 348 | Submission Open
Keywords: game theory; cooperative games; multiplayer games; contract theory; decision making; complex systems; learning algorithms; adaptive strategies; robust optimization; stochastic optimization; distributed optimization; algorithmic game theory; applications in engineering; cybersecurity; healthcare; etc.
(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 286 | 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)
Computational Intelligence Methods for Difficult Problems submission deadline 30 Jun 2025 | Viewed by 254 | 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)
Recent Advances in Swarm Intelligence Algorithms: Optimization and Application
edited by
submission deadline 30 Jun 2025 | Viewed by 231 | Submission Open
Keywords: evolutionary algorithms; metaheuristics; machine learning; Swarm Intelligence; optimization methods
(This special issue belongs to the Section Computational and Applied Mathematics)
Mathematical Modelling of Infectious Diseases: Integrating Multi-Scale Dynamics
edited by Hammed Fatoyinbo
submission deadline 30 Jun 2025 | Viewed by 222 | Submission Open
Keywords: ordinary and partial differential equations; delay differential equations; fractional differential equations; stochastic models; spatiotemporal dynamics; multi-scale modeling approaches in immunology and virology; impact of intervention strategies on infectious diseases with delay effects; impact of intervention strategies on infectious diseases with memory effects; integration of data-driven and mechanistic models in predicting disease outcomes; forecasting epidemics; transmission and behavioral dynamics
(This special issue belongs to the Section Dynamical Systems)
Generalized/Extended Finite Element Methods, Meshless Methods and Related Developments in Machine Learning
edited by Qinghui Zhang
submission deadline 30 Jun 2025 | Viewed by 208 | 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)
Physics-Informed AI and Deep Learning Algorithms for Smart Grid
edited by Xinze Li and
submission deadline 30 Jun 2025 | Viewed by 203 | 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)
Mathematical Modelling of Nonlinear Dynamic Systems submission deadline 30 Jun 2025 | Viewed by 144 | Submission Open
Keywords: theoretical developments; computational methods; applications; control and optimization; interdisciplinary research; artificial intelligence; machine learning; big data; fractional-order dynamical systems; cybersecurity
(This special issue belongs to the Section Dynamical Systems)
Artificial Intelligence for Network Security and IoT Applications
edited by Anjia Yang, Cheng Huang and
submission deadline 30 Jun 2025 | Viewed by 139 | Submission Open
Keywords: artificial intelligence (AI); network security; Internet of Things (IoT); intrusion detection; anomaly detection; machine learning; cybersecurity; secure data transmission; privacy preservation; mathematical modeling
(This special issue belongs to the Section Mathematics and Computer Science)
Formal Methods in Computer Science: Theory and Applications
edited by Asieh Salehi Fathabadi
submission deadline 30 Jun 2025 | Viewed by 138 | Submission Open
Keywords: formal software engineering; theorem proving; application of formal methods; formal verification; model checking; mathematical logic; formal specification/semantics; modeling languages; safety-critical systems
(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 126 | 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 Numerical Analysis and Approximation
edited by Federico Nudo and Maria Carmela De Bonis
submission deadline 30 Jun 2025 | Viewed by 124 | Submission Open
Keywords: polynomial approximation; orthogonal polynomials; integral equations; finite element methods (FEMs); enriched finite element methods; approximation theory; isogeometric analysis; numerical analysis; numerical integration
(This special issue belongs to the Section Difference and Differential Equations)
New Advances in Nonlinear Waves, Solitons and Chaos
edited by Georgii A. Omel’yanov
submission deadline 30 Jun 2025 | Viewed by 123 | Submission Open
Keywords: partial differential equations; fractional functional differential equations; integrable equations; non-integrable equations; nonlinear waves; classical solutions; weak solutions; wave interaction; numerical simulation
(This special issue belongs to the Section Difference and Differential Equations)
Probabilistic Models in Deep Learning and Computer Vision Tasks
edited by Tao Dai and Jinbao Wang
submission deadline 30 Jun 2025 | Viewed by 123 | Submission Open
Keywords: deep learning; computer vision; optimization algorithm
(This special issue belongs to the Section Mathematics and Computer Science)
Bioinformatics, Computational Theory and Intelligent Algorithms
edited by , Surajit Ray, Emanuele Zappala and
submission deadline 30 Jun 2025 | Viewed by 88 | Submission Open
Keywords: artificial intelligence; machine learning; computational algorithms; bioinformatics; big data
(This special issue belongs to the Section Mathematics and Computer Science)
Mathematical Methods in Computer Vision and Its Applications
edited by Hermilo Sánchez-Cruz
submission deadline 30 Jun 2025 | Viewed by 87 | Submission Open
Keywords: mathematical methods; equations; algorithms; computer vision
(This special issue belongs to the Section Mathematics and Computer Science)
Advancements in Nonlinear Control Strategies
edited by
submission deadline 30 Jun 2025 | Viewed by 83 | Submission Open
Keywords: nonlinear analysis; control theory; system dynamics; stability analysis; dynamic stability; nonlinear control; robust control; applications in engineering; intelligent control techniques; mathematical modeling; complex systems; uncertainties and disturbances
(This special issue belongs to the Section Dynamical Systems)
Graph Database, Knowledge Graph and Natural Language Processing
edited by Tianyong Hao
submission deadline 30 Jun 2025 | Viewed by 80 | Submission Open
Keywords: natural language processing; large language model; information extraction; graph databases; knowledge graphs; knowledge representation learning
(This special issue belongs to the Section Mathematics and Computer Science)
AI in Game Theory: Theory and Applications submission deadline 30 Jun 2025 | Viewed by 65 | Submission Open
Keywords: artificial intelligence; Game Theory; decision-making; evolutionary algorithm; Pareto front; machine learning
(This special issue belongs to the Section Financial Mathematics)
Queueing Methods in Reliability Theory and Information Technology Systems: 2nd Edition
edited by
submission deadline 30 Jun 2025 | Viewed by 64 | Submission Open
Keywords: analytical methods; numerical methods; asymptotic methods; stochastic simulation
(This special issue belongs to the Section Mathematics and Computer Science)
Spatial Statistics: Methods and Applications
edited by Hanchen Yu
submission deadline 30 Jun 2025 | Viewed by 62 | Submission Open
Keywords: spatial statistics; spatial modeling; spatial analysis
(This special issue belongs to the Section Probability and Statistics)
Computational Intelligence in Real-World Optimization Problems: From Theory to Practice
edited by Yoel Tenne
submission deadline 30 Jun 2025 | Viewed by 61 | Submission Open
Keywords: applied optimization; big data; computational intelligence; data mining; fuzzy logic; informatics; modelling and simulations; neural networks; real-world applications
(This special issue belongs to the Section Mathematics and Computer Science)
Mathematical Modeling and Artificial Intelligence in Engineering
edited by
submission deadline 30 Jun 2025 | Viewed by 57 | Submission Open
Keywords: artificial intelligence; machine learning; engineering applications; mathematical modeling; industrial automation; semiconductor engineering
(This special issue belongs to the Section Engineering Mathematics)
Intelligent Control and Applications of Nonlinear Dynamic System
edited by Dawei Gong, Jilie Zhang and Yang Deng
submission deadline 30 Jun 2025 | Viewed by 54 | Submission Open
Keywords: adaptive dynamic programming; reinforcement learning; optimal control; robot control; model-free adaptive control; containment control
(This special issue belongs to the Section Engineering Mathematics)
Recent Advances in Machine Learning Methods for Medical Imaging Analysis submission deadline 30 Jun 2025 | Viewed by 47 | Submission Open
Keywords: machine learning; medical imaging analysis; computer vision; deep learning; supervised learning; unsupervised learning; self-supervised learning; semi-supervised learning; classification; segmentation; registration; detection; attention; vision transformer
(This special issue belongs to the Section Mathematics and Computer Science)
Knowledge Graphs: Construction and Application
edited by
submission deadline 30 Jun 2025 | Viewed by 23 | Submission Open
Keywords: foundations; algorithms; models and mathematical theory of knowledge graph processing; machine learning; data mining and statistical methods for knowledge graph science and engineering; knowledge graphs and knowledge maps; knowledge graph security; privacy and trust; Knowledge graphs and IoT data streams; visualization; personalization and recommendation of knowledge graph navigation and interaction; knowledge graph systems and platforms and their efficiency; scalability and privacy; knowledge systems and applications; crowdsourcing; deep learning and edge computing for graph mining; rule and relationship discovery in knowledge graph computing; NLP for knowledge graphs; novel applications of knowledge graphs
(This special issue belongs to the Section Mathematics and Computer Science)
Fuzzy Convex Structures and Some Related Topics, 2nd Edition
edited by and
submission deadline 30 Jun 2025 | Submission Open
Keywords: fuzzy convex structures; fuzzy topology; fuzzy metric; fuzzy algebra; fuzzy order; fuzzy matroid; fuzzy game; fuzzy graphs; fuzzy rough set; fuzzy clustering; fuzzy data envelope
(This special issue belongs to the Section Fuzzy Sets, Systems and Decision Making)
Advances in Statistical Analysis for Health, Finance, Industry and Digital Economy
edited by Lei Qin
submission deadline 1 Jul 2025 | 2 articles | Viewed by 3526 | 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 1949 | Submission Open
Keywords: complex dynamical system; nonlinear Dynamics; control theory; nonlinear systems
(This special issue belongs to the Section Dynamical Systems)
Privacy-Preserving Machine Learning in Large Language Models (LLMs)
edited by and
submission deadline 1 Jul 2025 | 1 articles | Viewed by 799 | Submission Open
Keywords: privacy preserving; large language models; machine unlearning
(This special issue belongs to the Section Mathematics and Computer Science)
Mathematical Programming, Optimization and Operations Research
edited by Shiv Raj Singh, and
submission deadline 10 Jul 2025 | 21 articles | Viewed by 29545 | Submission Open
Keywords: mathematical programming; optimization methods and algorithms; operations research; scheduling and planning; resource optimization; game theory; supply chain management; stochastic process; decision theory and applications; multi-objective problems; evolutionary computation; computational intelligence
(This special issue belongs to the Section Engineering Mathematics)
New Trends of Machine Learning Applications in Computer Graphics and Image Processing
edited by , , and Meng Wu
submission deadline 10 Jul 2025 | 8 articles | Viewed by 12956 | Submission Open
Keywords: machine learning; computer graphics; geometry optimization; computer vision; 3D vision; isogeometric analysis
(This special issue belongs to the Section Mathematics and Computer Science)
Matrix Equations and Their Algorithms Analysis
edited by and
submission deadline 10 Jul 2025 | 7 articles | Viewed by 11632 | Submission Open
Keywords: matrix equations; numerical methods; differential; integral equations; optimization problems; variational equations; control problems; algebraic equations
(This special issue belongs to the Section Computational and Applied Mathematics)
Advances in Mobile Network and Intelligent Communication
edited by , , and Fan Wu
submission deadline 10 Jul 2025 | 7 articles | Viewed by 9293 | Submission Open
Keywords: 5G/6G networks; mobile networks; intelligent communications; Internet of Things; edge computing and intelligence; AI for wireless networks
(This special issue belongs to the Section Mathematics and Computer Science)
Nonparametric Regression Models: Theory and Applications submission deadline 10 Jul 2025 | 5 articles | Viewed by 5749 | Submission Open
Keywords: nonparametric methods; semiparametric methods; varying-coefficient models; local smoothing; splines; time series; environmental economics; financial economics; cross-sectional dependence
(This special issue belongs to the Section Probability and Statistics)
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