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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Computational Mechanics and Finite Element Method: Theory and Applications submission deadline 20 Dec 2025 | 2 articles | Viewed by 3012 | 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)
Applications of Deep Learning and Convolutional Neural Network submission deadline 20 Dec 2025 | 1 articles | Viewed by 2271 | 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)
Mathematical Optimization in Transportation Engineering: 2nd Edition
edited by Qun Chen, Haibo Chen and Lianbo Deng
submission deadline 20 Dec 2025 | 3 articles | Viewed by 1971 | Submission Open
Keywords: transportation; planning; design; operation; transportation facilities; optimization; roads; railway; network; bus; intersection; signal control; station; parking facilities; travel behavior modeling; traffic demand analysis; passenger flow organization; traffic flow; intelligent transportation; autonomous driving; vehicle networking; shared transportation; mobility as a service; multimodal transport; logistics; planning; scheduling; path planning; facility allocation; navigation; aviation
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Advanced Technologies for Modeling and Optimization of Control Systems and Biomedical Engineering
edited by
submission deadline 20 Dec 2025 | 1 articles | Viewed by 1019 | 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 Optimal Transport: Algorithms, Theory, and Intelligent System Applications
edited by and
submission deadline 20 Dec 2025 | 1 articles | Viewed by 562 | 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)
Advances in Mathematical Modeling and Optimization for Business Analytics
edited by Reza Maihami and
submission deadline 20 Dec 2025 | 1 articles | Viewed by 490 | 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)
Applications of Differential Equations for Mathematical Modelling in Engineering submission deadline 20 Dec 2025 | Viewed by 299 | 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)
Machine Learning and Big Data Analytics in Image Processing
edited by Di Wang
submission deadline 20 Dec 2025 | Viewed by 153 | 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)
Stochastic Processes and Modeling in Biology submission deadline 20 Dec 2025 | Viewed by 141 | 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 130 | 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)
Application of Mathematical Methods in Multi-Objective Optimization and Evolutionary Algorithms submission deadline 20 Dec 2025 | Viewed by 115 | 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)
Mathematical Methods for AI-Enhanced Wireless Communications in Smart Cities submission deadline 20 Dec 2025 | Viewed by 110 | 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 106 | 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 5338 | 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)
Stochastic Processes and Its Applications submission deadline 30 Dec 2025 | 3 articles | Viewed by 2920 | Submission Open
Keywords: stochastic processes and their applications; computational probability; time series analysis
(This special issue belongs to the Section D1: Probability and Statistics)
Evolutionary Computation and Multi-Objective Optimization submission deadline 30 Dec 2025 | Viewed by 570 | 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)
Advances in Control Theory and Optimizations submission deadline 30 Dec 2025 | Viewed by 107 | 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)
Recent Advances in Mathematical Optics submission deadline 30 Dec 2025 | Viewed by 89 | 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)
Analytic Methods in Number Theory and Allied Fields submission deadline 31 Dec 2025 | 18 articles | Viewed by 23377 | 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)
Modeling and Optimization of Complex Engineering Systems under Uncertainties
edited by and Shui Yu
submission deadline 31 Dec 2025 | 8 articles | Viewed by 17480 | Submission Open
Keywords: Complex systems; Reliability; Control; Advanced modeling technology; Design optimization; Uncertainty-based design and optimization; Reliability-based design and optimization; Optimization methods; Uncertainty quantification and  propagation; Multidisciplinary design optimization; Risk assessment; Fault diagnosis; Physics of failure; Reliability hazard analysis; Fuzzy reliability analysis; Uncertainty in engineering; Artificial intelligence; Machine learning
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Application of Artificial Intelligence, Machine Learning and Data Science in Industrial and Medical Domains submission deadline 31 Dec 2025 | 5 articles | Viewed by 15890 | 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)
Non-associative Structures and Their Applications in Physics and Geometry submission deadline 31 Dec 2025 | 7 articles | Viewed by 15531 | Submission Open
Keywords: non-associative algebras; superalgebras; n-ary algebras; Poisson algebras; quandles; braces; racks; bialgebras; differential equations
(This special issue belongs to the Section A: Algebra and Logic)
Advanced Research in Complex Analysis Operators and Special Classes of Analytic Functions
edited by
submission deadline 31 Dec 2025 | 16 articles | Viewed by 14338 | 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)
Applications of Artificial Intelligence in Biomedical Image Processing submission deadline 31 Dec 2025 | 5 articles | Viewed by 13613 | Submission Open
Keywords: artificial intelligence; deep learning; machine learning; convolutional neural networks; computer-aided diagnosis; radiomics; segmentation; signal processing
(This special issue belongs to the Section E3: Mathematical Biology)
Artificial Neural Networks and Dynamic Control Systems submission deadline 31 Dec 2025 | 9 articles | Viewed by 13133 | Submission Open
Keywords: control systems; nonlinear systems; stability; synchronization analysis; fractional-order nonlinear systems; neural networks; mathematical modeling; fuzzy logics 
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Innovations in Optimization and Operations Research
edited by , and Socorro Rangel
submission deadline 31 Dec 2025 | 8 articles | Viewed by 12031 | Submission Open
Keywords: optimization; operations research; metaheuristics; multi-objective optimization; combinatorial optimization; stochastic optimization; heuristics; supply chain management; logistics; robust optimization; game theory; evolutionary algorithms; swarm intelligence; finance; economics; engineering; decision support systems; data-driven optimization; machine learning; real-world applications; multidisciplinary applications
(This special issue belongs to the Section D: Statistics and Operational Research)
Applied Mathematical Modelling and Dynamical Systems, 2nd Edition submission deadline 31 Dec 2025 | 10 articles | Viewed by 11823 | 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 11368 | Submission Open
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advanced Computational Intelligence in Cloud/Edge Computing
edited by , Zhengxin Yu and
submission deadline 31 Dec 2025 | 5 articles | Viewed by 10885 | Submission Open
Keywords: cloud/edge computing; resource optimization; deep reinforcement learning; task scheduling/offloading; service deployment/migration; federated learning; traffic prediction; content caching; security/privacy protection; model compression
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Reliability Estimation and Mathematical Statistics
edited by Kamel Rekab
submission deadline 31 Dec 2025 | 7 articles | Viewed by 9856 | Submission Open
Keywords: estimation; reliability; sequential; Bayesian; classical; decision rule; simulation; software; system
(This special issue belongs to the Section D1: Probability and Statistics)
Quantum Computing and Networking submission deadline 31 Dec 2025 | 4 articles | Viewed by 9746 | Submission Open
Keywords: quantum algorithms; quantum annealing algorithms; quantum-inspired algorithms; distributed quantum algorithms; quantum machine learning; quantum neural networks; quantum key distribution; quantum network routing; quantum network communication; quantum network protocol designs; quantum Internet of Things (QIoT)
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Latest Advances in Mathematical Economics submission deadline 31 Dec 2025 | 6 articles | Viewed by 9005 | Submission Open
Keywords: stability; convergence issues; analytical solutions; coefficient matrices; computational and algorithmic methods
(This special issue belongs to the Section E5: Financial Mathematics)
Mathematical Problems in Chemical Physics submission deadline 31 Dec 2025 | 3 articles | Viewed by 8977 | Submission Open
(This special issue belongs to the Section C1: Difference and Differential Equations)
New Solutions for Multimedia and Artificial Intelligence Security
edited by
submission deadline 31 Dec 2025 | 3 articles | Viewed by 8398 | Submission Open
Keywords: multimedia forensics and anti-forensics; adversarial attacks and defenses; deepfake and misinformation detection; steganography and steganalysis; multimedia watermarking and DNN watermarking; novel data embedding techniques in various covers; interpretability and theoretical analysis of forensic techniques
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Metaheuristic Algorithms, 2nd Edition
edited by
submission deadline 31 Dec 2025 | 7 articles | Viewed by 8116 | Submission Open
Keywords: swarm intelligence; bio-inspired algorithms; evolutionary algorithms; neighborhood search algorithms; hybridized algorithms; metaheuristics applied to combinatorial problems; metaheuristics applied to continuous problems; empirical and theoretical research on metaheuristics; high-impact applications of metaheuristics
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Trends and Prospects of Numerical Modelling in Bioengineering
edited by , and Beatrice De Lazzari
submission deadline 31 Dec 2025 | 4 articles | Viewed by 7768 | Submission Open
Keywords: numerical model; numerical software; e-learning; 0D; 1D; and 3D model; clinical environment; hybrid model; athletic performance; biomechanics in athletics; movement analysis; computer assist surgery
(This special issue belongs to the Section E: Applied Mathematics)
Advances in Algorithm Theory and Computer Networks submission deadline 31 Dec 2025 | 1 articles | Viewed by 7643 | Submission Open
Keywords: algorithm theory; computer networks; machine learning in computer networks; distributed combinatorial optimization; algorithmic foundations of next-generation network architectures
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Current Topics in Optimization, Inequalities and Convex Function Theory
edited by Sorin Rǎdulescu and
submission deadline 31 Dec 2025 | 9 articles | Viewed by 7190 | Submission Open
Keywords: convex functions; biconvex functions; generalized convexity; subharmonic functions; absolute monotone functions; majorization theory; Schur convex functions; Jensen inequality; Hermite– Hadamard inequality; weighted inequalities; control theory; mathematical programming; differential inequalities; variational inequalities; equilibrium problems
(This special issue belongs to the Section E: Applied Mathematics)
Fractional Calculus: Advances and Applications submission deadline 31 Dec 2025 | 5 articles | Viewed by 6786 | Submission Open
Keywords: methods for solving fractional differential equations; new theory of capacitors; fractional electromagnetic theory; fractional bioengineering; fractional cosmology; non-ordinary mechanics; signal and image processing; fractional biomedical signals and images; fractional circuit theory
(This special issue belongs to the Section E: Applied Mathematics)
Computational Fluid Dynamics with Applications
edited by Sónia Isabel Silva Pinto
submission deadline 31 Dec 2025 | 6 articles | Viewed by 6347 | Submission Open
Keywords: computational fluid dynamics; computational programming; numerical methods; mathematical analysis; numerical simulations; fluids; thermal energy
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Advanced Research in Mathematical Physics Models with Painlevé Property and Affine Weyl Group Symmetry
edited by
submission deadline 31 Dec 2025 | 5 articles | Viewed by 6249 | Submission Open
Keywords: mathematical Physics; integrable models; Painlevé equations; applications of symmetry
(This special issue belongs to the Section E4: Mathematical Physics)
Advanced Research in Numerical Analysis of Partial Differential Equations
edited by Zhen Chao and Xiang-Sheng Wang
submission deadline 31 Dec 2025 | 5 articles | Viewed by 6085 | Submission Open
Keywords: finite element method; boundary element method; finite difference method; parallel computing techniques; spectral method; inverse problem; numerical optimization; computational fluid dynamics; multiscale methods; fractional differential equations
(This special issue belongs to the Section E: Applied Mathematics)
Mathematical Methods of Operational Research and Data Analytics in Operations Planning and Scheduling
edited by and
submission deadline 31 Dec 2025 | 4 articles | Viewed by 5939 | Submission Open
Keywords: planning; scheduling; models; frameworks; manufacturing; healthcare; transportation; logistics; supply chain; combinatorial optimization; computational complexity; design of algorithms; special cases; polynomial algorithms; exact methods; heuristic methods; metaheuristics; machine learning; artificial intelligence
(This special issue belongs to the Section E: Applied Mathematics)
Advances in Artificial Intelligence, Machine Learning and Optimization
edited by Zne-Jung Lee and
submission deadline 31 Dec 2025 | 8 articles | Viewed by 5870 | Submission Open
Keywords: artificial intelligence; machine learning; optimization; biocomputing; intelligent control; intelligent computing; data mining; deep learning; intelligent technologies and applications in engineering
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Advanced Methods and Applications in Medical Informatics
edited by Chengsheng Mao and
submission deadline 31 Dec 2025 | 3 articles | Viewed by 5861 | Submission Open
Keywords: medical informatics; electronic health records; medical data analysis; medical decision making
(This special issue belongs to the Section E: Applied Mathematics)
Numerical Methods and Simulations for Turbulent Flow
edited by
submission deadline 31 Dec 2025 | 3 articles | Viewed by 5765 | Submission Open
Keywords: turbulent flows; turbulent boundary layer; turbulent channel flow; computational fluid dynamics; fluid– structure interaction; numerical simulations; numerical methods; direct numerical simulations; large eddy simulation; hybrid RANS-LES; Navier– Stokes
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Applied Mathematics and Applications of Multi-Criteria Decision-Making Methods
edited by
submission deadline 31 Dec 2025 | 5 articles | Viewed by 5756 | 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)
Discrete Event Dynamic Systems and Applications
edited by Gaiyun Liu and
submission deadline 31 Dec 2025 | 5 articles | Viewed by 5744 | Submission Open
Keywords: discrete event dynamic system; formal method; property verification; networked control system; cyber security; system control; optimization and scheduling; distributed system; system reconfiguration; stochastic process and uncertainty; timing aspects in DEDS and hybrid systems; cyber– physical system; artificial intelligence in discrete event dynamic system; applications of discrete event dynamic system
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Mathematical Innovations and Contributions Within Communication and Information Processing
edited by Li Guo, , Jesus Requena-Carrión and
submission deadline 31 Dec 2025 | 3 articles | Viewed by 5558 | Submission Open
Keywords: block chain and cryptography; cloud computing and scheduling optimization; computational intelligence and grid computing; computer crime prevention and detection; computer security; data mining and big data analysis; data stream processing in mobile/sensor networks; distributed and parallel applications; evolutionary learning and optimization; fuzzy and neural network systems; image processing and signal processing; information and data management; information and network security; mobile and social network programming; multimedia computing; mathematical optimization and swarm intelligence; software engineering; ubiquitous computing; services and applications; web services modeling and web composition; wireless communications optimization
(This special issue belongs to the Section E1: Mathematics and Computer Science)
AI-Driven Innovations in Healthcare: Advances in Machine Learning and Computer Vision
edited by and Ruihan Hu
submission deadline 31 Dec 2025 | 6 articles | Viewed by 4607 | Submission Open
Keywords: artificial intelligence; healthcare; machine learning; computer vision
(This special issue belongs to the Section E1: Mathematics and Computer Science)
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