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 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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Mathematical Methods for Security and Privacy in Vehicular Digital Twin Networks
edited by Yang Ming
submission deadline 30 Nov 2025 | Viewed by 38 | Submission Open
Keywords: vehicular digital twin networks; intelligent transportation systems; digital twin threat model; cybersecurity; privacy protection; secure communication paradigm; secure data sharing; data confidentiality and integrity; digital twin authentication; cryptographic protocols
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematical Modeling for Dynamics, Simulation and Control of Robotic and Industrial Systems submission deadline 30 Nov 2025 | Viewed by 37 | Submission Open
Keywords: robotics; nonlinear dynamics; adaptive control; optimal control; distributed control; artificial intelligence; machine learning; design of physical systems; mechanical and electrical interactions of system components; mathematical modeling; dynamic behavior; system response analysis; numerical simulation; pattern recognition; computer vision
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Mathematical Theory, Method and Application in Graph Signal Processing
edited by
submission deadline 30 Nov 2025 | Viewed by 36 | Submission Open
Keywords: graph signal processing; graph convolution; time– frequency analysis; wavelet; neural network; machine learning
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Numerical Simulation and Analysis of Rock Mechanics Engineering Geology
edited by Alireza Ahangar-Asr
submission deadline 30 Nov 2025 | Viewed by 33 | Submission Open
Keywords: numerical modeling of rock mechanics; machine learning-enhanced geomechanics; multiphase flow simulation (CFD-DEM coupling); inverse problems in geological parameterization; uncertainty quantification in rock engineering
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Advanced Methods in Machine Learning and Statistics for Big Data in a Sustainable Society
edited by Reza Arabi Belaghi
submission deadline 30 Nov 2025 | Viewed by 33 | Submission Open
Keywords: machine learning; big data analytics; statistical modeling; deep learning; bayesian inference; optimization algorithms; explainable  AI; high-dimensional data; computational mathematics for machine learning                
(This special issue belongs to the Section E: Applied Mathematics)
Advance in Neural Networks and Visual Learning submission deadline 30 Nov 2025 | Viewed by 32 | Submission Open
Keywords: artificial intelligence; computer vision; image processing; pattern recognition; machine learning; deep learning; artificial neural networks; natural language processing; robotics
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Latest Advances in Intelligent Computing submission deadline 30 Nov 2025 | Viewed by 30 | Submission Open
Keywords: artificial intelligence; machine learning; deep learning; evolutionary algorithms; genetic programming; symbolic computation; explainable AI; intelligent data analysis; reinforcement learning; neuromorphic computing; optimization techniques; quantum computing; edge computing; IoT and AI integration; cybersecurity in intelligent computing
(This special issue belongs to the Section E: Applied Mathematics)
Advance in Algebraic Structures and Representation Theories
edited by
submission deadline 30 Nov 2025 | Viewed by 29 | Submission Open
Keywords: representations; cohomology; algebraic groups; finite groups of Lie types; Lie algebras; and quantum groups
(This special issue belongs to the Section A: Algebra and Logic)
Applied Mathematics in Information Systems and Processing
edited by Deyun Wei
submission deadline 30 Nov 2025 | Viewed by 25 | Submission Open
Keywords: fractional fourier transform; sparse fourier transform; sparse fractional fourier transform; graph fourier transform; graph sampling; graph neural network; linear canonical transform; compressive sensing; fast fourier transform; sampling theory; sparse representation
(This special issue belongs to the Section E: Applied Mathematics)
Evolutionary Computation, Optimization, and Their Applications
edited by , Bingchuan Wang, Zhiming Dong and Shaolong Shi
submission deadline 30 Nov 2025 | Viewed by 24 | Submission Open
Keywords: evolutionary computation; optimization algorithms; multiobjective optimization; large-scale systems; AI-driven applications
(This special issue belongs to the Section E: Applied Mathematics)
Applications of Differential Equations and Mathematical Modelling in Mathematical Biology submission deadline 30 Nov 2025 | Viewed by 23 | Submission Open
Keywords: differential equations; mathematical biology; nonlinear models
(This special issue belongs to the Section E3: Mathematical Biology)
Advances in Numerical Mathematics for High-Performance Computing in the Exascale Era
edited by Luisa Carracciuolo, and
submission deadline 1 Dec 2025 | 1 articles | Viewed by 456 | Submission Open
Keywords: mathematical models (particle-based versus continuum representations; scale-bridging models; etc.); discretization algorithms (high-order discretizations; parallel-in-time discretizations; etc.); solution algorithms (communication avoiding algorithms; multiple-precision algorithms; resilient algorithms; etc.); error analysis and uncertainty quantification; efficient and effective parallel numerical software for many cores and heterogeneous computing systems
(This special issue belongs to the Section E: Applied Mathematics)
Advanced Methods, Modeling and Optimization for Financial Engineering and Risk Management
edited by Vesela Mihova and
submission deadline 1 Dec 2025 | Viewed by 108 | Submission Open
Keywords: mathematics; statistical methods; mathematical modeling; time series analysis; optimization and control; quantitative finance; financial engineering; risk management; big data; computational mathematics
(This special issue belongs to the Section E5: Financial Mathematics)
Recent Advances in Nonparametric Statistics and Its Applications
edited by Somabha Mukherjee
submission deadline 1 Dec 2025 | Viewed by 15 | Submission Open
Keywords: nonparametric inference; nonparametric regression; Bayesian nonparametrics; graphical models; shape-restricted inference; causal inference; functional data analysis; topological data analysis; genomics and spatial transcriptomics
(This special issue belongs to the Section D1: Probability and Statistics)
Geometric Methods in Contemporary Engineering
edited by
submission deadline 10 Dec 2025 | 3 articles | Viewed by 2491 | Submission Open
Keywords: Lie groups and symmetries; Clifford’ s geometric algebra and calculus; applied differential geometry; graphs; knots; and computational topology; spectral geometry and geometric analysis; nonlinear dynamics and fractals; geometric deep learning
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Advances in Multi-Criteria Decision Making Methods with Applications
edited by Gabriella Marcarelli, Pietro Amenta and Antonio Lucadamo
submission deadline 10 Dec 2025 | 1 articles | Viewed by 950 | Submission Open
Keywords: multi-criteria decision-making (MCDM); group decision-making; pairwise comparisons; decision analysis; decision support systems; group decision-making; integrated approaches for modeling decision-making; soft-computing techniques for MCDM; consistency measures; pairwise comparisons
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Computer Vision, Image Processing Technologies and Machine Learning
edited by and Thittaporn Ganokratanaa
submission deadline 10 Dec 2025 | Viewed by 412 | Submission Open
Keywords: computer vision; image processing; machine learning; deep learning; object detection; image enhancement; facial recognition; medical imaging; autonomous vehicles; real-time analysis; smart surveillance; video processing
(This special issue belongs to the Section E: Applied Mathematics)
Mathematical and Econometric Modeling in Applied Economics submission deadline 10 Dec 2025 | Viewed by 77 | Submission Open
Keywords: regularized regression; nonlinear regression; machine learning applications in economics; copula methods; financial economics; macroeconomic and microeconomic modeling; parametric and nonparametric estimations
(This special issue belongs to the Section E: Applied Mathematics)
Artificial and Computational Intelligence Innovations in Symbolic and Soft Computing for Theoretical and Applied Science submission deadline 10 Dec 2025 | Viewed by 48 | Submission Open
Keywords: symbolic and soft computations; computational intelligence; uncertain data; mathematical methods; algorithms; mathematical modeling; inverse problems; numerical methods; optimization; large language models; generative AI
(This special issue belongs to the Section E: Applied Mathematics)
Statistical Data Modeling and Machine Learning with Applications, 3rd Edition submission deadline 15 Dec 2025 | 16 articles | Viewed by 24352 | Submission Open
Keywords: computational statistics; dimensionality reduction; variable selection; Bayesian networks; causal inference; missing data; D-optimality; 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 D1: Probability and Statistics)
Applications of Soft Computing in Software Engineering submission deadline 15 Dec 2025 | 3 articles | Viewed by 8565 | Submission Open
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Applications of Algebra, Geometry, and Optimization to Control Theory, 2nd Edition
edited by
submission deadline 17 Dec 2025 | Viewed by 51 | Submission Open
Keywords: geometric control; algebraic control; optimization; stability control theory; control system
Intelligent Control and Applications of Nonlinear Dynamic System
edited by Dawei Gong, Jilie Zhang and Yang Deng
submission deadline 18 Dec 2025 | 2 articles | Viewed by 1444 | 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 E2: Control Theory and Mechanics)
Complex Process Modeling and Control Based on AI Technology
edited by Jie Hu, and Pan Yu
submission deadline 20 Dec 2025 | 8 articles | Viewed by 8007 | Submission Open
Keywords: data-driven modeling; artificial intelligence; process control; dynamical systems modelling; machine learning
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Modeling, Simulation, Control and Optimization in Engineering with Applications, 2nd Edition submission deadline 20 Dec 2025 | 3 articles | Viewed by 4190 | Submission Open
Keywords: control systems; multi-objective optimization; modeling; simulation; optimal control; robustness; stochastic modeling and control; time-varying systems; robust control; adaptative control; model-predictive control; nonlinear control; fuzzy systems; neural networks; numerical methods; fault detection; fault diagnosis; fault tolerance; data-driven control; distributed control systems; evolutionary computation; machine learning; signal processing; sensor fusion and state estimation; system identification
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Modeling of Multiphase Flow Phenomena
edited by Siwei Liu and
submission deadline 20 Dec 2025 | 4 articles | Viewed by 4101 | Submission Open
Keywords: theoretical modeling; computational fluid dynamics; multiphase flow; plasma in dielectrics; bubble and droplets; interfacial instabilities
(This special issue belongs to the Section E: Applied Mathematics)
Computational Mechanics and Finite Element Method: Theory and Applications submission deadline 20 Dec 2025 | 2 articles | Viewed by 2204 | Submission Open
Keywords: numerical analysis; structural mechanics; structures dynamics; mechanics of materials; fluid mechanics; thermal sciences; computer-aided engineering; optimization; discretization; mesh generation
(This special issue belongs to the Section E: Applied Mathematics)
Metaheuristics and Artificial Intelligence: Latest Advances and Prospects submission deadline 20 Dec 2025 | 1 articles | Viewed by 1619 | Submission Open
Keywords: metaheuristics; artificial intelligence; optimization; swarm intelligence; genetic algorithms; evolutionary computation; artificial neural networks; fuzzy logic; machine learning; deep learning; hybrid systems; explainable artificial intelligence
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Applications of Deep Learning and Convolutional Neural Network submission deadline 20 Dec 2025 | Viewed by 1089 | Submission Open
Keywords: deep learning; convolutional neural networks (CNNs); pattern recognition; medical image analysis; diagnostic accuracy; autonomous vehicles; real-time object detection; decision-making financial technology (FinTech); risk assessment; fraud detection; environmental monitoring; satellite imagery; climate change tracking; natural resource management; artificial intelligence (AI); image and speech processing; natural language understanding; predictive models; global challenges in AI
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Machine Learning and Big Data Analytics in Image Processing
edited by Di Wang
submission deadline 20 Dec 2025 | Viewed by 82 | Submission Open
Keywords: machine learning; big data analytics; image processing; deep learning; federated learning; computer vision; medical imaging; real-time image analytics; explainable AI; distributed computing frameworks        
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Applications of Differential Equations for Mathematical Modelling in Engineering submission deadline 20 Dec 2025 | Viewed by 80 | Submission Open
Keywords: ordinary; coupled; partial; and fractional differential equations; mathematical modelling; engineering applications
(This special issue belongs to the Section C1: Difference and Differential Equations)
Stochastic Processes and Modeling in Biology submission deadline 20 Dec 2025 | Viewed by 65 | Submission Open
Keywords: stochastic process; mathematical modeling; stochastic calculus; population trends; biological systems
(This special issue belongs to the Section D1: Probability and Statistics)
Optimization Problems: Methods and Applications
edited by
submission deadline 20 Dec 2025 | Viewed by 64 | Submission Open
Keywords: continuous optimization; combinatorial optimization; stochastic optimization; robust optimization; sparse optimization; manifold optimization; evolutionary optimization; distributed optimization; nonsmooth optimization; machine learning; data science; artificial intelligence; neural networks
(This special issue belongs to the Section E: Applied Mathematics)
Advances in Optimal Transport: Algorithms, Theory, and Intelligent System Applications
edited by and
submission deadline 20 Dec 2025 | Viewed by 50 | Submission Open
Keywords: optimal transport algorithms; emergency evacuation; intelligent transportation systems; evolutionary game theory; deep learning; networked control; complex systems; resource allocation
(This special issue belongs to the Section E: Applied Mathematics)
Application of Mathematical Methods in Multi-Objective Optimization and Evolutionary Algorithms submission deadline 20 Dec 2025 | Viewed by 46 | Submission Open
Keywords: multi-objective optimization; evolutionary computation; multi-criteria analysis; metaheuristic algorithms; combinatorial optimization; multi-criteria decision making; genetic algorithms; particle swarm algorithms; artificial neural networks; renewable energy; green supply chain design; data mining
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advanced Technologies for Modeling and Optimization of Control Systems and Biomedical Engineering
edited by
submission deadline 20 Dec 2025 | Viewed by 36 | Submission Open
Keywords: control systems; cyber-physical systems; networked control systems; IoT-based systems; artificial intelligence; dynamic systems; biomedical engineering
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Advances in Mathematical Modeling and Optimization for Business Analytics
edited by Reza Maihami and
submission deadline 20 Dec 2025 | Viewed by 20 | Submission Open
Keywords: mathematical modeling; business analytics; optimization techniques; decision making; operations research
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Mathematical Methods for AI-Enhanced Wireless Communications in Smart Cities submission deadline 20 Dec 2025 | Viewed by 18 | Submission Open
Keywords: AI-based communication network design; wireless communication network; sensor network; AI-enabled 6G and beyond wireless communication; federated learning and edge AI in smart cities; intelligent reflective surfaces (IRS) for urban wireless network; graph neural networks in urban IoT systems; AI for spectrum management and resource allocation; machine learning for vehicular and drone communications; real-time wireless communication analytics using AI; secure and privacy-preserving AI in wireless networks; applications of AI-driven networks in traffic; energy; and public safety
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Advances in the Analysis and Control of Nonlinear Dynamical Systems and Complex Phenomena submission deadline 24 Dec 2025 | Viewed by 26 | Submission Open
Keywords: nonlinear dynamical systems; nonlinear control; complex phenomena; prediction and synchronization
(This special issue belongs to the Section C2: Dynamical Systems)
Mathematics Applied to Manufacturing and Logistics Systems
edited by , and Isabel Cristina Mendes Pinto
submission deadline 25 Dec 2025 | 2 articles | Viewed by 4134 | 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 E2: Control Theory and Mechanics)
Evolutionary Computation and Multi-objective Optimization submission deadline 30 Dec 2025 | Viewed by 472 | 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 E: Applied Mathematics)
Recent Advances in Mathematical Optics submission deadline 30 Dec 2025 | Viewed by 30 | Submission Open
Keywords: mathematical optics; optical imaging; wavefront analysis; computational optics; nonlinear optics; inverse problems; quantum optics; photonics signal processing; light propagation; diffraction
(This special issue belongs to the Section E4: Mathematical Physics)
Advances in Control Theory and Optimizations submission deadline 30 Dec 2025 | Viewed by 28 | Submission Open
Keywords: nonlinear and optimal control methods; robust control and stability analysis in AI-enhanced systems; model predictive control and real-time optimization; adaptive and intelligent control strategies; reinforcement learning and data-driven control strategies; model predictive control and real-time optimization; AI-driven decision-making in control systems; game theory and multi-agent control; computational methods in control and optimization; computational intelligence and evolutionary optimization
(This special issue belongs to the Section E: Applied Mathematics)
Analytic Methods in Number Theory and Allied Fields submission deadline 31 Dec 2025 | 14 articles | Viewed by 19106 | Submission Open
Keywords: complex analysis; harmonic analysis; number theory; differential equations; algebraic elucidation of analytic expressions
(This special issue belongs to the Section E: Applied Mathematics)
Application of Artificial Intelligence, Machine Learning and Data Science in Industrial and Medical Domains submission deadline 31 Dec 2025 | 5 articles | Viewed by 10483 | Submission Open
Keywords: applied artificial intelligence; applied machine learning; data science; engineering applications of AI; generative AI; intelligent decision support systems; computer vision
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advanced Research in Complex Analysis Operators and Special Classes of Analytic Functions
edited by
submission deadline 31 Dec 2025 | 13 articles | Viewed by 10459 | Submission Open
Keywords: analytic function; univalent function; differential operator; integral operator; fractional operator; q-operator; differential subordination; differential superordiantion
(This special issue belongs to the Section C4: Complex Analysis)
Applied Mathematical Modelling and Dynamical Systems, 2nd Edition submission deadline 31 Dec 2025 | 9 articles | Viewed by 9479 | Submission Open
Keywords: mathematical modeling; dynamical systems; nonlinear systems; theory of singularities; fixed point theory; bifurcation theory; complex systems; iteration theory; topological dynamics; ergodic theory; symbolic dynamics; population dynamics; embedding problems; networks; synchronization; simulation; chaos; functional equations
(This special issue belongs to the Section C2: Dynamical Systems)
Quantum Computing Algorithms and Quantum Computing Simulators submission deadline 31 Dec 2025 | 3 articles | Viewed by 9476 | Submission Open
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematical Problems in Chemical Physics submission deadline 31 Dec 2025 | 3 articles | Viewed by 8274 | Submission Open
(This special issue belongs to the Section C1: Difference and Differential Equations)
Reliability Estimation and Mathematical Statistics
edited by Kamel Rekab
submission deadline 31 Dec 2025 | 7 articles | Viewed by 8133 | Submission Open
Keywords: estimation; reliability; sequential; Bayesian; classical; decision rule; simulation; software; system
(This special issue belongs to the Section D1: Probability and Statistics)
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