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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 Queueing Theory and Applications, 2nd Edition
edited by
submission deadline 30 Sep 2026 | 3 articles | Viewed by 2081 | Submission Open
Keywords: queueing theory; stochastic modeling; applied probability
(This special issue belongs to the Section D1: Probability and Statistics)
Applied Mathematical Modelling and Dynamical Systems, 3rd Edition submission deadline 30 Sep 2026 | 4 articles | Viewed by 1818 | Submission Open
Keywords: mathematical modelling; 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)
Numerical and Computational Methods in Structural Engineering and Mechanics, 2nd Edition submission deadline 30 Sep 2026 | 2 articles | Viewed by 1755 | Submission Open
Keywords: structural engineering; mechanical problems; fluid–structure interactions; soil–structure interactions; nonlinear vibration; coupled problems; structural reliability; mathematical modeling; multi-scale approaches; large-scale computation; multi-physical simulation; numerical schemes; optimization; control methods; ordinary differential equations; partial differential equations
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Data Protection and Communication Security in the Industrial Internet of Things and Smart Manufacturing
edited by
submission deadline 30 Sep 2026 | 1 articles | Viewed by 1674 | Submission Open
Keywords: industrial internet of things (IIoT); smart manufacturing; data protection; communication security; cyber–physical systems; secure communication protocols; privacy-preserving mechanisms; lightweight cryptography; intrusion detection systems; blockchain for IIoT; secure firmware updates; anomaly detection; cyber resilience; secure data sharing; industrial network security; machine-to-machine (M2M) security; edge and fog computing security
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Recent Advances in Graph and Hypergraph: Theories, Models and Applications
edited by
submission deadline 30 Sep 2026 | 1 articles | Viewed by 1575 | Submission Open
Keywords: graph theory; hypergraph theory; graph construction; hypergraph construction; graph neural networks; hypergraph neural networks; graph/hypergraph in computer vision; graph/hypergraph-based natural language processing; graph/hypergraph in spatiotemporal modeling; graph/hypergarph-based recommendation systems; LLM with graph/hypergraph
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Swarm Intelligence and Optimization: Algorithms and Applications
edited by
submission deadline 30 Sep 2026 | 2 articles | Viewed by 1403 | Submission Open
Keywords: computational intelligence; evolutionary computation; machine learning; swarm intelligence; real-world applications; large-scale optimization; multi-task optimization; multimodal optimization; swarm intelligence
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematical Methods in System Engineering Modeling and Simulation
edited by Dahai Liu, , Hongyun Chen and
submission deadline 30 Sep 2026 | 2 articles | Viewed by 1385 | Submission Open
Keywords: optimization; simulation; operations research; decision-making; stochastic modeling; transportation systems
(This special issue belongs to the Section E: Applied Mathematics)
Advances in Artificial Intelligence and Computational Methods for Prognostics and Health Management of Civil and Mechanical Systems submission deadline 30 Sep 2026 | 2 articles | Viewed by 1297 | Submission Open
Keywords: artificial intelligence; mechanical system; civil infrastructure; computational modeling; physics-informed machine learning; structural health monitoring; failure prediction; damage detection; prognostics and health management
(This special issue belongs to the Section E: Applied Mathematics)
Mathematical Modeling and Analysis in Pattern Recognition and Computer Vision submission deadline 30 Sep 2026 | 1 articles | Viewed by 1296 | Submission Open
Keywords: mathematical modeling; pattern recognition; machine learning; feature extraction; graphical models; computer vision; image processing; object detection; image segmentation
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Networks in Complex Systems: Modeling, Analysis, and Control
edited by , and Qingdu Li
submission deadline 30 Sep 2026 | 2 articles | Viewed by 1292 | Submission Open
Keywords: complex networks; network modeling and analysis; synchronization and network dynamics; graph neural networks; network control theory
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Computation and Optimization for Emerging Topics in Operations and Supply Chain Management submission deadline 30 Sep 2026 | 1 articles | Viewed by 1222 | Submission Open
Keywords: behavioral operations research and supply chain management; data-driven operations research and supply chain management; platform-based supply chain management; artificial intelligence in operations research and supply chain management; human-ai collaborative in operations management; blockchain-enabled supply chain management; smart supply chain and intelligent logistics; global supply chain management; sustainable operations research and supply chain management
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Optimization Models and Algorithms in Operations Management
edited by
submission deadline 30 Sep 2026 | 1 articles | Viewed by 1222 | Submission Open
Keywords: operations management; optimization models; mathematical programming; heuristic and metaheuristic algorithms; simulation-based optimization; artificial intelligence in operations; supply chain and logistics management; production planning and scheduling; decision-support systems; uncertainty modeling; multi-objective optimization
(This special issue belongs to the Section D: Statistics and Operational Research)
Advanced Statistical and Machine Learning Approaches for High-Dimensional Biomedical Data submission deadline 30 Sep 2026 | Viewed by 1096 | Submission Open
Keywords: biomedical data analysis; statistical learning; machine learning; deep learning; high-dimensional data analysis; biostatistics; bioinformatics; predictive modeling; feature selection; dimensionality reduction
(This special issue belongs to the Section E3: Mathematical Biology)
New Advances in Computational Finance and Computational Intelligence in Finance, 2nd Edition submission deadline 30 Sep 2026 | 1 articles | Viewed by 1091 | Submission Open
Keywords: fuzzy logic in financial modeling; quantum computing for finance; artificial intelligence in finance; machine learning and big data in finance; financial forecasting; trading algorithms; heuristics and metaheuristics in finance; genetic algorithms in finance; data mining for financial data analysis; digital assets and cryptocurrencies; asset pricing models, libration and simulation; computational risk management; computing and financial management; accounting analytics; earnings management; blockchain-based accounting; big data analytics in auditing; cloud accounting and big data; portfolio optimization algorithms; market analysis algorithms; market simulations; algorithmic trading; hedging strategies; dynamical analysis of financial markets; behavioral finance models; financial markets and firm dynamics
(This special issue belongs to the Section E5: Financial Mathematics)
New Trends in Geometric Group Theory and Geometric Topology
edited by Yong Hou and Peter B. Shalen
submission deadline 30 Sep 2026 | Viewed by 1054 | Submission Open
Keywords: JSJ decomposition; profinite rigidity; infinite packing; embedding of groups; outer space and outer limit; group growth; quasi-isometry; hierarchical hyperbolic; acylindrical hyperbolic; amenability; complex of groups; cubulations; higher rank groups and higher Teichmuller theory; thin group; Heegaard Floer theory
(This special issue belongs to the Section B: Geometry and Topology)
Advances in Fractional Differential Equations and Applications
edited by Farzana A. McRae and Zahia Drici
submission deadline 30 Sep 2026 | 2 articles | Viewed by 1005 | Submission Open
Keywords: fractional derivative; Caputo fractional derivative; Riemann–Liouville fractional derivative; fractional differential equations; fractional-order systems; nonlocal operators; fractional-order control; non-integer order modelling; analytical methods; numerical methods; stability analysis; mathematical modelling
(This special issue belongs to the Section C1: Difference and Differential Equations)
Advanced Modeling and Optimization Techniques for Big Data
edited by
submission deadline 30 Sep 2026 | 1 articles | Viewed by 980 | Submission Open
Keywords: big data analytics; machine learning; intelligent computing; data security; privacy-preserving computing
(This special issue belongs to the Section E: Applied Mathematics)
Dynamical Systems & Partial Differential Equations
edited by
submission deadline 30 Sep 2026 | 1 articles | Viewed by 865 | Submission Open
Keywords: dynamical systems; evolution equations; stability and bifurcation; attractors; nonlinear PDEs; dispersive and hyperbolic equations; parabolic/elliptic problems; control and inverse problems; fractional and stochastic PDEs; numerical analysis; data-driven and machine-learning methods for PDEs; multiscale modeling; applications in fluids, materials, and life science
(This special issue belongs to the Section C1: Difference and Differential Equations)
Data Science and Complex Systems
edited by Francisco J. Altimiras
submission deadline 30 Sep 2026 | Viewed by 852 | Submission Open
Keywords: data science; complex systems; mathematical modeling; network science; computational biology; bioinformatics; machine learning; deep learning; computer vision
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Graph Neural Networks and Clustering Algorithms: Mathematical Foundations and Applications submission deadline 30 Sep 2026 | 1 articles | Viewed by 826 | Submission Open
Keywords: graph neural networks; clustering algorithms; spectral graph theory; graph signal processing; optimization-based clustering; mathematical foundations; unsupervised learning; fractional optimization; industrial applications with GNNs or clustering algorithms
(This special issue belongs to the Section E: Applied Mathematics)
Machine Learning and Computational Methods in Bioinformatics and Biology
edited by Bang Tran
submission deadline 30 Sep 2026 | 1 articles | Viewed by 782 | Submission Open
Keywords: machine learning; bioinformatics; multi-omics integration; single-cell and spatial; transcriptomics; interpretable and reproducible AI
(This special issue belongs to the Section E3: Mathematical Biology)
Applications of Partial Differential Equations, 3rd Edition submission deadline 30 Sep 2026 | 2 articles | Viewed by 776 | Submission Open
Keywords: nonlinear partial differential equations; diffusion equations; wave-type equations; partial differential equations with delay; partial functional differential equations; fractional partial differential equations; numerical solution; analytical solution; modeling
(This special issue belongs to the Section C1: Difference and Differential Equations)
Mathematical Models in Computer Vision
edited by Chun Pong Lau
submission deadline 30 Sep 2026 | Viewed by 775 | Submission Open
Keywords: computer vision; image processing; deep learning; mathematical modeling; artificial intelligence (AI); optimization; computational mathematics
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematical Modeling and Optimization in Energy Storage and Conversion Systems
edited by Yuan Cao, Chunsheng Wang and Qi Lei
submission deadline 30 Sep 2026 | 1 articles | Viewed by 756 | Submission Open
Keywords: mathematical modeling (energy systems); optimization (energy storage); BESS modeling; thermal energy storage; PV–storage integration; wind energy conversion; hydrogen storage systems; energy efficiency optimization; advanced algorithms for sensors
(This special issue belongs to the Section E: Applied Mathematics)
Advances in Artificial Intelligence and Data Modeling: Analysis, Methods and Applications
edited by Chaoya Jiang and Lantao Xing
submission deadline 30 Sep 2026 | 1 articles | Viewed by 748 | Submission Open
Keywords: artificial intelligence; data modeling; machine learning; deep learning; data-driven methods; AI applications; computational intelligence; statistical modeling
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Iterative Algorithms for Variational Inequalities and Related Optimization Problems submission deadline 30 Sep 2026 | 1 articles | Viewed by 685 | Submission Open
Keywords: variational inequalities; split feasibility problem; generalized mixed equilibrium problem; fixed point problem; iterative algorithms
(This special issue belongs to the Section E: Applied Mathematics)
Computational Methods for Computer Vision and Medical Image Analysis submission deadline 30 Sep 2026 | Viewed by 656 | Submission Open
Keywords: computer vision; medical image analysis; image segmentation; inverse problems in imaging; deep learning
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Development and Revision of Mathematical Models in Nonlocal Elasticity submission deadline 30 Sep 2026 | Viewed by 616 | Submission Open
Keywords: nonlocal elasticity; boundary value problems; waves; multiphysics; asymptotic
(This special issue belongs to the Section E: Applied Mathematics)
Numerical Algorithms: Methods and Applications
edited by
submission deadline 30 Sep 2026 | 1 articles | Viewed by 600 | Submission Open
Keywords: mathematics computing; numerical algorithms; parallel algorithms; distributed computing; scalable computing; computational optimization; numerical schemes; Monte Carlo methods and algorithms; numerical linear algebra; multiscale and multiphysics problem; machine learning-enhanced numerical solvers
(This special issue belongs to the Section E: Applied Mathematics)
Nonlinear Dynamics: Experiment and Numerical Simulation
edited by
submission deadline 30 Sep 2026 | 1 articles | Viewed by 553 | Submission Open
Keywords: nonlinear dynamics; stochastic resonance; chaos; Lyapunov exponent; planar mechanism; revolute joints; SolidWorks simulation; Poincare’ map; phase space reconstruction; slider–crank mechanism; impact and friction; chaos analysis; journal bearing
(This special issue belongs to the Section C2: Dynamical Systems)
Mathematical and Statistical Modeling and Dynamics in Demography, Epidemiology, and Biostatistics
edited by
submission deadline 30 Sep 2026 | Viewed by 537 | Submission Open
Keywords: mathematical modeling; statistical modeling; population dynamics; demography; epidemiology; biostatistics; (health) econometrics; stochastic processes; forecasting; nowcasting; dynamic systems; public health; big data analytics
(This special issue belongs to the Section D1: Probability and Statistics)
Advances in Optimal Control Theory and Its Applications
edited by Mokhtar Hafayed
submission deadline 30 Sep 2026 | 1 articles | Viewed by 492 | Submission Open
Keywords: optimal stochastic control; stochastic differential equations; maximum principle; mean-field control; singular control; McKean–Vlasov controlled systems; second-order necessary conditions for optimality; control theory; partially observed optimal control; time delay systems
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Computational Intelligence: Algorithms, Security, and Data-Driven Modeling
edited by
submission deadline 30 Sep 2026 | Viewed by 450 | Submission Open
Keywords: artificial intelligence (AI); machine learning algorithms; data-driven modeling; cybersecurity and privacy; adversarial machine learning; algorithmic efficiency and optimization; neural networks and deep learning; attention mechanisms and transformers; secure and robust learning; computational intelligence applications; model interpretability and explainability; privacy-preserving machine learning
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advances in Signal Processing and Machine Learning: Theory, Algorithms, and Applications
edited by Shuxue Ding
submission deadline 30 Sep 2026 | Viewed by 402 | Submission Open
Keywords: signal processing and time-series analysis; machine learning and deep learning; cross-modal learning and LLM; interpretable AI; integrated sensing and processing; next-generation communications; biomedical signal analysis; audio and speech processing; remote sensing
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Machine Learning in Manufacturing: Digital Twins, Optimization and Control submission deadline 30 Sep 2026 | Viewed by 401 | Submission Open
Keywords: physics-aware machine learning; digital twins; engineering optimization; hybrid modeling; industry 5.0; trustworthy AI
Neural Network Models and Applications submission deadline 30 Sep 2026 | Viewed by 395 | Submission Open
Keywords: neural networks; deep learning; hybrid intelligent systems; convolutional and recurrent models; fuzzy logic; medical imaging; explainable AI; decision support systems
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Application of Converged Network, Cloud Computing, and Big Data
edited by Xianghan Zheng
submission deadline 30 Sep 2026 | Viewed by 392 | Submission Open
Keywords: converged networks; cloud–edge–endpoint collaboration; software-defined networking (SDN), NFV, network slicing (5G/6G); big data analytics and streaming computation; federated learning; privacy-preserving ML; differential privacy; trustworthy AI; data provenance; blockchain for data integrity; resource allocation, autoscaling, and scheduling in cloud/edge; graph learning and network optimization; anomaly detection and AIOps/MLOps for large systems; IoT security; access control; intrusion detection; digital twins for cyber–physical systems; data governance and compliance in multi-cloud; energy-aware and cost-aware intelligent services
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advances in Computational Mechanics and Optimization
edited by and
submission deadline 30 Sep 2026 | Viewed by 381 | Submission Open
Keywords: computational mechanics; structural optimization; topology optimization; finite- and boundary-element methods; meshless and spectral methods; high-performance computing; scientific computing; data-driven computational methods; machine learning-assisted modeling
(This special issue belongs to the Section E: Applied Mathematics)
Recent Advances in Finite Element Methods with Applications, 2nd Edition
edited by and Shihua Gong
submission deadline 30 Sep 2026 | Viewed by 369 | Submission Open
Keywords: finite element methods; neural networks; mixed finite element methods; spectral element method; discontinuous Galerkin methods; grid methods; meshfree methods; Loubignac iteration; virtual element method; Hpk-FEM; Navier–Stokes equations; magnetohydrodynamic equations; Boussinesq equations; large deformation elasticity; algorithms of FEM; applications of FEM; machine learning; implementation techniques of FEM; computational physics, chemistry and mechanics; computational biomechanics and biomathematics; material modeling; computational applied sciences
(This special issue belongs to the Section E: Applied Mathematics)
Generalized Metrics and Fuzzy Similarities: Theory and Applications
edited by , , Halis Aygün and Olga Grigorenko
submission deadline 30 Sep 2026 | Viewed by 362 | Submission Open
Keywords: generalized metrics; fuzzy similarities; fuzzy measures; aggregation functions; decision-making models
(This special issue belongs to the Section E: Applied Mathematics)
Computer Networks and Distributed Systems
edited by , Xiaoyan Li, Mengjie Lv and Zhijie Han
submission deadline 30 Sep 2026 | Viewed by 352 | Submission Open
Keywords: fault tolerance; congestion control; resource optimization; algorithm; data center network; cloud computing; parallel and distributed systems
(This special issue belongs to the Section E: Applied Mathematics)
Machine Learning in Financial Instruments Pricing
edited by
submission deadline 30 Sep 2026 | Viewed by 327 | Submission Open
Keywords: machine learning; financial mathematics; derivatives pricing; deep learning; complex instruments; model calibration; incomplete market; reinforcement learning
(This special issue belongs to the Section E5: Financial Mathematics)
Applications of Data Science in Bioinformatics and Machine Learning
edited by
submission deadline 30 Sep 2026 | Viewed by 320 | Submission Open
Keywords: multi-omics data integration; three-dimensional genome; single cell multi-omics data analysis; drug discovery; disease diagnostic
(This special issue belongs to the Section E3: Mathematical Biology)
Statistical Modeling of Financial Econometrics and Nonparametric Inference
edited by Michela Borghesi
submission deadline 30 Sep 2026 | Viewed by 317 | Submission Open
Keywords: financial econometrics; nonparametric inference; statistical modeling; time series analysis; risk measurement; high-dimensional data; semiparametric methods; dependence modeling; empirical finance
(This special issue belongs to the Section E5: Financial Mathematics)
Computational Methods and Modeling for Structural Design
edited by Qiqi Li and Hanqing Zhang
submission deadline 30 Sep 2026 | Viewed by 302 | Submission Open
Keywords: computational mechanics; computational modeling; structural design and modelling; advanced materials and structural systems; intelligent and data-driven engineering; multi-scale and multi-physics analysis
(This special issue belongs to the Section E4: Mathematical Physics)
Graph-Based Algorithms with Applications in Computer Vision
edited by
submission deadline 30 Sep 2026 | Viewed by 298 | Submission Open
Keywords: graph representation learning; spectral methods; graph matching; hypergraphs; dynamic graphs; multimodal fusion; scene understanding; three-dimensional reconstruction; segmentation; object detection
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematical Modelling, Analysis, and Optimization for Engineering and Mechanics, 2nd Edition submission deadline 30 Sep 2026 | Viewed by 297 | Submission Open
Keywords: fluid dynamics; turbulence modeling; perturbation methods; nonlinear dynamics; Floquet analysis; bifurcation theory; hydrodynamic instabilities; mathematical modeling; nonlinear analysis; numerical methods; partial differential equations; Navier–Stokes systems
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Artificial Intelligence Methods for Biomedical Modeling and Analysis
edited by Madhurima Vardhan
submission deadline 30 Sep 2026 | Viewed by 269 | Submission Open
Keywords: foundational models; generative AI in healthcare; physics-informed neural networks; graph representation learning; topological data analysis; explainable artificial intelligence; multiscale biomechanical modelling; federated learning in healthcare
(This special issue belongs to the Section E3: Mathematical Biology)
Advances on Numerical Modeling in Geomorphology and Geomechanics
edited by
submission deadline 30 Sep 2026 | 1 articles | Viewed by 265 | Submission Open
Keywords: numerical modeling; geohazards; geomorphology; geotechnical systems; multiphysics and multiscale
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Mathematical Modeling and Optimization in Operations Management
edited by
submission deadline 30 Sep 2026 | Viewed by 257 | Submission Open
Keywords: operations research; mathematical optimization; decision science; supply chain optimization; stochastic programming; robust optimization; data-driven decision-making; large-scale optimization; computational optimization
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
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