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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 policies 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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Advances in Financial Mathematics and Risk Management
edited by , Piluso Fabio, Jaime Gil Lafuente and
submission deadline 1 May 2026 | 8 articles | Viewed by 36966
Keywords: artificial intelligence; risk management; portfolio optimization; machine learning; decision making
(This special issue belongs to the Section E5: Financial Mathematics)
Differential Equations in Decision Making submission deadline 1 May 2026 | Viewed by 772
Keywords: actuarial science; big data; decision making; data science; differential equations; mathematical biology; mathematical modeling; medical decision making; numerical analysis; optimization; predictability; statistical learning
(This special issue belongs to the Section C1: Difference and Differential Equations)
Nonlinear Control and Its Applications submission deadline 1 May 2026 | Viewed by 284
Keywords: nonlinear dynamical systems; mathematical modeling; nonlinear control; system identification; stability; complex systems; control theory; real-world applications; power systems; power electronics
(This special issue belongs to the Section E: Applied Mathematics)
Mathematical Methods and Applications in Signal Analysis, Machine Learning, and Artificial Intelligence
edited by Ikhlas M. Abdel-Qader
submission deadline 7 May 2026 | 1 articles | Viewed by 2744 | Submission Open
Keywords: mathematical methods; signal analysis; machine learning; artificial intelligence; time-frequency analysis; deep learning; image processing; feature extraction; pattern recognition; quantum signal processing
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advanced Information and Signal Processing: Models and Algorithms
edited by and
submission deadline 10 May 2026 | 5 articles | Viewed by 11887 | 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 E1: Mathematics and Computer Science)
Combinatorics, Riordan Matrices and Umbral Calculus—in Memory of Prof. Emanuele Munarini
edited by
submission deadline 10 May 2026 | 8 articles | Viewed by 10782 | Submission Open
Keywords: enumerative combinatorics; generating functions; combinatorial matrices; Riordan arrays; umbral calculus; sheffer sequences; Hankel matrices and determinants; Riordan group and its subgroups; fractional calculus; combinatorial number theory; combinatorial identities; special functions and special polynomials; hypergeometric series; orthogonal polynomials; q-calculus; matrices and polynomials in graph theory
(This special issue belongs to the Section A: Algebra and Logic)
Recent Advances in Nonlinear Control Theory and System Dynamics
edited by and
submission deadline 10 May 2026 | 3 articles | Viewed by 2623 | Submission Open
Keywords: dynamics modeling and analysis of nonlinear systems; nonlinear control theory; stability analysis; analysis and control of fractional systems; chaos control and synchronization; system stability and performance optimization; robot control theory; multiphysics field coupling control; artificial intelligence-driven control theory
(This special issue belongs to the Section E: Applied Mathematics)
Big Data Mining and Knowledge Graph with Application
edited by Xia Xie and
submission deadline 15 May 2026 | 1 articles | Viewed by 3824 | Submission Open
Keywords: knowledge graph; big data mining; semantic modeling; reasoning; GraphRAG; scene graph-based scene understanding
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematical Methods Applied in Software Engineering
edited by Yingjun Zhang and Liyan Song
submission deadline 15 May 2026 | Viewed by 502 | Submission Open
Keywords: formal methods; software prediction; software verification; mathematical modeling; model checking; logic in software engineering
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Human–Computer Interaction: Techniques, Algorithms and Real-World Impact
edited by
submission deadline 15 May 2026 | Viewed by 356 | Submission Open
Keywords: HCI; user experience; autonomous and complex systems; AI-driven algorithm technologies; interactive haptics; human– cybernetics systems; human factor and user behavior          
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advances in Network and Cloud Computing
edited by Rongheng Lin
submission deadline 15 May 2026 | Viewed by 251 | Submission Open
Keywords: cloud computing; network architecture; edge intelligence; 5G/6G integration; serverless computing; AI/ML optimization; network security; quantum networking; sustainable computing; multi-cloud systems
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Application of Mathematical Method in Image Processing
edited by Bo Yang
submission deadline 15 May 2026 | Viewed by 234 | Submission Open
Keywords: image processing; mathematical method; statistical method; image analysis; algorithm
(This special issue belongs to the Section E: Applied Mathematics)
Advances in Differential Dynamical Systems with Applications to Economics and Biology, 3rd Edition submission deadline 20 May 2026 | 7 articles | Viewed by 17603 | Submission Open
Keywords: dynamical systems; time delay; stability; bifurcation analysis in economic and biological systems; chaotic behavior; population dynamics; reaction– diffusion systems; economic dynamics; fractional order systems; numerical methods; numerical simulations
(This special issue belongs to the Section C2: Dynamical Systems)
New Trends in Advanced Statistical Techniques and AI: A Multidisciplinary Approach submission deadline 20 May 2026 | 4 articles | Viewed by 15872 | Submission Open
Keywords: applications of AI and statistics in different areas such as education; engineering; healthcare; business; and social sciences; cutting-edge AI and machine learning (ML) models with statistical foundations; high-dimensional data analysis and dimensionality reduction techniques; AI-based statistical inference and optimization; statistical learning in big data; multivariate statistical analysis
(This special issue belongs to the Section D1: Probability and Statistics)
Advances in Statistical AI and Causal Inference submission deadline 20 May 2026 | 8 articles | Viewed by 15638 | Submission Open
Keywords: deep neural networks; causal inference; precision medicine; non-asymptotic theory; treatment effect; statistical machine learning
(This special issue belongs to the Section D1: Probability and Statistics)
Intelligence Optimization Algorithms and Applications
edited by and Kunjie Yu
submission deadline 20 May 2026 | 5 articles | Viewed by 12923 | Submission Open
Keywords: optimization; intelligence algorithms; dynamic optimization; multimodal optimization; constrained optimization; large-scale optimization and application; path-planning; distribution optimization; mechanism optimization design; network optimization; transfer learning; evolutionary optimization; neural architecture optimization; federated learning
(This special issue belongs to the Section E: Applied Mathematics)
Recent Developments in Theoretical and Applied Mathematics submission deadline 20 May 2026 | 11 articles | Viewed by 5926 | Submission Open
Keywords: algebra and geometry; dynamical systems; computational mathematics; discrete mathematics; differential equations; difference equations; financial mathematics; mathematical physics; mathematical biology; theoretical computer science; probability theory; statistical methods
Engineering Thermodynamics and Fluid Mechanics submission deadline 20 May 2026 | 3 articles | Viewed by 5174 | Submission Open
Keywords: magnetorheological fluids; advanced thermodynamics; nonlinear wave propagation; computational fluid dynamics; rheological models; biological fluids; multi-scale modeling; hybrid materials; energy management; metamaterials
(This special issue belongs to the Section E4: Mathematical Physics)
Recent Advances in Orthogonal Polynomials, Special Functions, and Their Applications
edited by
submission deadline 20 May 2026 | 4 articles | Viewed by 2317 | Submission Open
Keywords: orthogonal polynomials; harmonic analysis; fractional calculus; applied mathematics; special functions and applied mathematics
(This special issue belongs to the Section E: Applied Mathematics)
Advances in Graph Neural Networks
edited by Chaozhuo Li
submission deadline 20 May 2026 | 1 articles | Viewed by 1538 | Submission Open
Keywords: graph neural networks; graph representation learning; social network analysis
(This special issue belongs to the Section E: Applied Mathematics)
Research on Mathematical and Computational Modelling of Systems Biology
edited by Mainul Haque
submission deadline 20 May 2026 | Viewed by 1323 | Submission Open
Keywords: systems biology; computational modelling; mathematical modelling; numerical simulations; data analysis; laboratory experiments
(This special issue belongs to the Section E3: Mathematical Biology)
Fuzzy Methods and Decision Analysis in Engineering
edited by and
submission deadline 20 May 2026 | Viewed by 303 | Submission Open
Keywords: fuzzy systems; intelligent manufacturing; decision analysis; multi-criteria decision-making in engineering design; cognitive decision-making; multi-modal data fusion; decision support system; cloud model; decision risk analysis
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Model Predictive Control: Mathematical Foundations and Emerging Engineering Challenges
edited by and Jia Xu
submission deadline 20 May 2026 | Viewed by 246 | Submission Open
Keywords: model predictive control; robust and stochastic control; learning-based control; real-time optimization; cyber– physical systems
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Advanced Neural Network and Machine Learning Algorithms, Models and Architectures in Data Mining
edited by and
submission deadline 21 May 2026 | 5 articles | Viewed by 5430 | Submission Open
Keywords: data mining; transformers; graph neural networks; data clustering models; prediction models; multimodal data analysis; data-driven machine learning
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Statistical and Mathematical Methods in Econometric Analysis
edited by
submission deadline 25 May 2026 | Viewed by 247 | Submission Open
Keywords: econometric methodology; statistical inference; mathematical modeling; Bayesian methods; machine learning in econometrics; artificial intelligence; high-dimensional analysis; bootstrap techniques; stochastic processes; optimization in econometrics.
(This special issue belongs to the Section D1: Probability and Statistics)
AI-Driven Computational Methods: Theories, Algorithms and Applications
edited by , and Yingbin Chai
submission deadline 29 May 2026 | 5 articles | Viewed by 3863 | Submission Open
Keywords: AI-driven computational methods; machine learning for numerical analysis; neural network algorithms; data-driven PDE solvers; physics-informed neural networks; generative adversarial networks; hybrid methods combining traditional numerical approaches and AI; surrogate models; optimization; adaptive algorithms; error estimation; high-performance computing; computational mechanics; scientific computing
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advances in Artificial Intelligence Algorithms for Anomaly Detection and Pattern Recognition
edited by
submission deadline 29 May 2026 | Viewed by 348 | Submission Open
Keywords: feature extraction; dimensionality reduction; clustering algorithms; artificial intelligence in forensics; forensic AI technologies; multimedia forensic analysis; feature extraction; dimensionality reduction; clustering algorithms; biometric identification
(This special issue belongs to the Section E: Applied Mathematics)
Nonlinear Dynamical Systems: Modeling, Control and Applications submission deadline 30 May 2026 | 4 articles | Viewed by 9879 | Submission Open
Keywords: applied mathematics; biological; biochemical; and physiological systems; biomathematics and biostatistics; chaos; compact invariant sets; computational methods in control; control theory; ordinary differential equations; electronic and mechanical systems; in silico experimentation; mathematical and computational modeling; nonlinear control theory; nonlinear dynamical systems; nonlinear observers; stability and asymptotic stability theory; synchronization
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Time Series Forecasting for Green Finance and Sustainable Economics
edited by Yongdeng Xu
submission deadline 30 May 2026 | 2 articles | Viewed by 813 | Submission Open
Keywords: time series forecasting; volatility spillovers; financial contagion; machine learning; TVP-VAR; Diebold– Yilmaz spillover index; green finance; sustainable economics; carbon markets; climate risk
(This special issue belongs to the Section E5: Financial Mathematics)
Mathematical Foundations and Programming Languages: Advancing Machine Learning and Neural Networks
edited by
submission deadline 30 May 2026 | Viewed by 271 | Submission Open
Keywords: optimization; non-convex approximation; machine learning; information-theoretic bound; geometric deep learning; large language models      
(This special issue belongs to the Section E: Applied Mathematics)
Mathematical and Computational Methods for Mechanics and Engineering submission deadline 31 May 2026 | 10 articles | Viewed by 18234 | Submission Open
Keywords: mathematical modeling; computational methods; finite element analysis; numerical simulations; multiscale modeling; computational fluid dynamics; structural mechanics; machine learning; optimization algorithms; robotics and artificial intelligence
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Multi-Criteria Optimization Models and Methods for Smart Cities submission deadline 31 May 2026 | 4 articles | Viewed by 17868 | Submission Open
Keywords: multi-criteria decision making; mathematical programming; mixed integer programming; linear programming; quadratic programming; exact approach; approximation approaches; portfolio optimization; fair decision making; Pareto front; goal programming; conditional value-at-risk; value-at-risk; weighting approach; lexicographic approach; reference point method; reference sets; fuzzy sets; heuristics; simheuristics; metaheuristics; maths heurisitics; simulations and optimizations approach
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematical Techniques and New ITs for Smart Manufacturing Systems
edited by Kai Ding and
submission deadline 31 May 2026 | 6 articles | Viewed by 17841 | Submission Open
Keywords: smart manufacturing system; cyber-physical production system; smart production management; 3D printing and additive manufacturing; low carbon manufacturing; mathematical planning; statistical learning; industrial internet of things; cloud-edge interplay; digital twins; deep learning; blockchain
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Applied Mathematics in Data Science and High-Performance Computing
edited by Xiaoping Lu, and Hua Zheng
submission deadline 31 May 2026 | 6 articles | Viewed by 15034 | Submission Open
Keywords: data science; high performance computing; neural network; parallel; numerical analysis
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematical Methods and Operation Research in Planning, Scheduling and Supply Chain Operations Management
edited by Daniel A. Rossit and
submission deadline 31 May 2026 | 8 articles | Viewed by 13739 | Submission Open
Keywords: operations research; production planning; supply chain; optimization; operations Management; decision making
(This special issue belongs to the Section E: Applied Mathematics)
Applied Mathematics and Applications of Multi-Criteria Decision-Making Methods
edited by
submission deadline 31 May 2026 | 5 articles | Viewed by 13224 | 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 D2: Operations Research and Fuzzy Decision Making)
Mathematical Foundations and Advances in Machine Learning and Data Mining
edited by Kan Li
submission deadline 31 May 2026 | 4 articles | Viewed by 12836 | Submission Open
Keywords: deep learning; machine learning; data mining; explainable AI; pattern recognition; big data
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Methodology and Application in Computational Statistics and Data Science
edited by Wenbo Wu and
submission deadline 31 May 2026 | 10 articles | Viewed by 11183 | Submission Open
Keywords: statistical computing; big data; high-dimensional statistics; dimension reduction; feature screening; variable selection; sampling; order statistics; missing data; causal inference
(This special issue belongs to the Section D1: Probability and Statistics)
Numerical Analysis and Scientific Computing for Applied Mathematics
edited by Miodrag M. Spalević
submission deadline 31 May 2026 | 9 articles | Viewed by 10033 | Submission Open
Keywords: numerical analysis; scientific computing; optimization; interpolation; approximation; orthogonal polynomials; rational approximation; splines; error bound; error estimation; numerical differentiation; quadrature rules; cubature rules; convergence analysis; numerical methods for ordinary differential equations; numerical methods for partial differential equations; numerical solving of integral equations
(This special issue belongs to the Section E: Applied Mathematics)
Advanced Research on Information System Security and Privacy, 2nd Edition
edited by Zhaoquan Gu and
submission deadline 31 May 2026 | 5 articles | Viewed by 6508 | Submission Open
Keywords: information systems security; privacy-preserving technologies for information systems; secure communication for information systems; cryptography and security; situational awareness analysis of information systems; threat detection and access control; digital forensics; artificial intelligence security for information systems; adversarial attacks and defenses in deep-learning-based information systems; adversarial explainable AI; security evaluation of information systems
(This special issue belongs to the Section E: Applied Mathematics)
Advanced Control Systems and Engineering Cybernetics submission deadline 31 May 2026 | 3 articles | Viewed by 6102 | Submission Open
Keywords: autonomous vehicles; mobile robots; control systems and optimization; obstacle avoidance; learning and adaptive control; artificial intelligence; multi-agent systems
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Optimization in Sustainable Transport and Logistics
edited by Jingwen Qi and Yiwei Wu
submission deadline 31 May 2026 | 3 articles | Viewed by 5632 | Submission Open
Keywords: mathematical programming; combinatorial optimization; multilevel optimization; regulation design; waste management; multicriteria decision making; vehicle routing; green transportation; green logistics; sustainable supply chain; scheduling; environmental management
(This special issue belongs to the Section E: Applied Mathematics)
Stochastic Processes and Its Applications submission deadline 31 May 2026 | 3 articles | Viewed by 5565 | Submission Open
Keywords: stochastic processes and their applications; computational probability; time series analysis
(This special issue belongs to the Section D1: Probability and Statistics)
Advances in High-Speed Computing and Parallel Algorithm
edited by
submission deadline 31 May 2026 | 3 articles | Viewed by 5348 | Submission Open
Keywords: parallel computing; GPU computing; parallelization on HPC platforms; performance analysis; multi-/many-core platforms; cache management
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Computational Methods in Wireless Communication
edited by
submission deadline 31 May 2026 | 6 articles | Viewed by 5285 | Submission Open
Keywords: next-generation wireless communication systems; optimization techniques; convex/non-convex optimization; artificial intelligence applications; deep learning; large language model; stochastic optimization; signal processing; mathematical modelling; statistics applications; quantum computing
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advanced Optimization Modeling and Algorithms for Planning and Scheduling submission deadline 31 May 2026 | 5 articles | Viewed by 5104 | Submission Open
Keywords: planning and scheduling; mathematical programming; combinatorial optimization; stochastic and robust optimization; algorithm design; machine learning; multi-objective optimization; cloud; edge and fog computing; multi-access edge computing (MEC); real-world applications; energy optimization; cost optimization
(This special issue belongs to the Section E1: Mathematics and Computer Science)
New Trends in Nonlinear Waves
edited by Mirko Tarulli
submission deadline 31 May 2026 | 4 articles | Viewed by 4972 | Submission Open
Keywords: Scrö dinger-type equations; wave-type equations; well-posedness; blow-up; scattering; stability; concentration– compactness; Hamiltonian systems; nonlinear PDEs; geometry
(This special issue belongs to the Section C1: Difference and Differential Equations)
Mathematical Statistics and Nonparametric Inference submission deadline 31 May 2026 | 5 articles | Viewed by 4945 | Submission Open
Keywords: nonparametric estimation; mathematical statistics; change-point detection; high-dimensional data; kernel methods; semiparametric models; density estimation; Bayesian nonparametrics; hypothesis testing; computational statistics; stochastic process; Bayesian probability; Bernoulli; Binomial distribution; Central limit; Chung– Erdős inequality; Circular Law; Branching Process; Conditional probability; convergence for sparse; Convergence in probability; Convergence of Probability; Convergence to the limit; Covariance matrix; Cumulative distribution function; diffusion process; uniform distribution; Distribution of Sum; limit of distribution; limit theorem; limits of random variables; Lindeberg's condition; Littlewood's law; markov process; Markovian process; Markov's inequality; Maximum likelihood; negative binomial distribution; nonparametric statistical; Pairwise independence; Paley– Zygmund inequality; Poisson distribution; Poisson limit distribution; Poisson process; Probability axioms; probability distribution; probability theory; Queueing theory; random matrices; random process; random variable; random walk
(This special issue belongs to the Section D1: Probability and Statistics)
Applications of Mathematics Analysis in Financial Marketing
edited by Yue Qi
submission deadline 31 May 2026 | 2 articles | Viewed by 4773 | Submission Open
Keywords: optimization; mathematical finance; portfolio theory; corporate finance modeling; prediction of bankruptcy and failure; financial market modeling; behavioral finance; financial econometrics; ⁠risk management; portfolio optimization; Portfolio optimization and asset allocation; trading systems; market analysis algorithms; market simulations; digital assets and cryptocurrencies; algorithmic trading    
(This special issue belongs to the Section E5: Financial Mathematics)
Numerical Analysis and Algorithms for High-Performance Computing
edited by , Xiaoqiang Yue, Xuguang Chen and Tiaojie Xiao
submission deadline 31 May 2026 | 1 articles | Viewed by 4678 | Submission Open
Keywords: high-performance computing (HPC); numerical analysis; sparse matrix computations; direct and iterative methods; electromagnetic computation; algorithm optimization; structural mechanics; parallel-in-time; multigrid methods; domain decomposition; machine learning in HPC
(This special issue belongs to the Section E: Applied Mathematics)
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