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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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Recent Advances in Fractal and Fractional Calculus
edited by
submission deadline 30 Nov 2026 | 2 articles | Viewed by 2489 | Submission Open
Keywords: fractional calculus; fractional differential equations; fractional difference equations; multidimensional fractional calculus; fractal geometry
(This special issue belongs to the Section C1: Difference and Differential Equations)
Statistical Models and Their Applications submission deadline 30 Nov 2026 | 3 articles | Viewed by 2391 | Submission Open
Keywords: causal inference; probabilistic; bayesian; prediction; classification and regression; statistical learning; temporal; survival
(This special issue belongs to the Section D1: Probability and Statistics)
Advanced Computational Intelligence for Complex Problems
edited by
submission deadline 30 Nov 2026 | 1 articles | Viewed by 2376 | Submission Open
Keywords: computational intelligence; evolutionary computation; fuzzy systems; machine learning; deep learning; deep neural networks; swarm intelligence; complex optimization; hybrid intelligent models; large language models; real-world applications
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Multi-Objective Evolutionary Algorithms and Their Applications
edited by
submission deadline 30 Nov 2026 | 2 articles | Viewed by 2273 | Submission Open
Keywords: multi-objective optimization; evolutionary algorithms; Pareto optimality; metaheuristics; engineering design; AI-driven optimization; sustainable development; scalability analysis; dynamic optimization; uncertainty handling
(This special issue belongs to the Section E: Applied Mathematics)
Applications of Operations Research and Decision Making submission deadline 30 Nov 2026 | 3 articles | Viewed by 2155 | Submission Open
Keywords: hybrid methodologies; MCDA; fuzzy models; optimization models; decision support systems
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Algorithm Engineering for Complex Optimization Problems: Theory and Applications
edited by
submission deadline 30 Nov 2026 | 2 articles | Viewed by 2079 | Submission Open
Keywords: complex optimization problems; evolutionary algorithms; swarm intelligence; heuristics; metaheuristics; hyper-heuristics; and hybrid algorithms; adaptive; robust; and scalable algorithms; machine learning for optimization; high-dimensional optimization; multi-objective optimization; stochastic optimization; optimization under uncertainty; algorithm design; analysis; tuning; and benchmarking
(This special issue belongs to the Section E: Applied Mathematics)
Theoretical and Computational Fluid Mechanics and Heat Transfer
edited by Pedro Vayssiere Brandão
submission deadline 30 Nov 2026 | 1 articles | Viewed by 1966 | Submission Open
Keywords: computational fluid mechanics; computational heat transfer; numerical analysis
(This special issue belongs to the Section C1: Difference and Differential Equations)
Mathematical Methods for Signal Analysis submission deadline 30 Nov 2026 | 1 articles | Viewed by 1759 | Submission Open
Keywords: mathematical modeling in life sciences; biomedical signal processing; genomic signal processing; imaging and optical signal processing; sensory systems; biological visual systems; psychophysical analysis of sensory perception
(This special issue belongs to the Section E3: Mathematical Biology)
Hybrid Machine Learning and Deep Learning Techniques for Optimization and Numerical Modeling
edited by
submission deadline 30 Nov 2026 | 1 articles | Viewed by 1699 | Submission Open
Keywords: hybrid optimization algorithms; machine learning in optimization; deep learning for numerical modeling; data-driven metaheuristics; transfer learning in optimization; explainable AI (XAI); reactive and adaptive solvers
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Finite Element Method and Its Related Research in Computational Mechanics
edited by and
submission deadline 30 Nov 2026 | 1 articles | Viewed by 1651 | Submission Open
Keywords: finite element analysis; high-order element; variational method; discontinuous Galerkin method; extended finite element method; stabilized finite element method; non-conforming element method; error estimation and control; adaptive finite element method; overlapping finite element method; meshfree methods; smoothed particle hydrodynamics method; moving particle semi-implicit method; peridynamics; dynamic analysis; time integration algorithms; mesh generation; multi-scale simulation; isogeometric analysis; reduced-order modeling; nonlinear material behavior; viscoelastic and hyperelastic materials; contact and interface modeling; subdomain coupling method; parallel computing; GPU accelerated FEM; FEA software development; data-driven approaches
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Advanced Research in Complex Analysis Operators and Special Classes of Analytic Functions, 2nd Edition
edited by
submission deadline 30 Nov 2026 | 3 articles | Viewed by 1644 | 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)
Computational Fluid Dynamics and Its Related Applications submission deadline 30 Nov 2026 | Viewed by 1619 | Submission Open
Keywords: aerodynamics; biofluid mechanics; multifluid/multiphase flows; laminar flows; turbulent flows; compressible flows; thermal and emission gas flows; reacting flows and combustion; machine learning computational fluid dynamics (MLCFD)
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Computational Biomechanics and Numerical Analysis: Algorithms and Applications submission deadline 30 Nov 2026 | 1 articles | Viewed by 1493 | Submission Open
Keywords: computational biomechanics; numerical analysis in biomechanics; tissue mechanics; prosthesis design and optimization; analysis of biomaterials; passive safety in biomechanics; fatigue analysis in biomechanics; medical robotics in biomechanics; computational models in biomechanics; rehabilitation technologies; algorithmic advancements in biomechanics; vibrations in biomechanics
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Applications of Mathematical Methods in Robotic Systems
edited by and Ryo Saegusa
submission deadline 30 Nov 2026 | 1 articles | Viewed by 1463 | Submission Open
Keywords: mathematical modeling in robotics; mobile manipulators; soft and continuum robots; human– robot interaction; bioinspired and adaptive robotics; multi-robot coordination and fleet control; digital twin for robotic systems; ROS-based deployment and simulation workflows; optimization and control theory; simulation-to-implementation pipeline; robotics in human-centered environment.
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Mathematical Foundations in Public Key Cryptography and Privacy Computing
edited by Haining Yang, Xingfu Yan and
submission deadline 30 Nov 2026 | 3 articles | Viewed by 1416 | Submission Open
Keywords: public-key cryptography; privacy computation; post-quantum cryptography; classical cryptography; cryptographic protocols; cryptographic functions; symmetric cryptography; functional encryption; homomorphic encryption; secure multi-party computation; secret sharing; zero-knowledge proofs; cloud computing security; privacy computation; IoT security; AI security; federated learning
(This special issue belongs to the Section E: Applied Mathematics)
Numerical Analysis and Modeling in Structural Engineering
edited by Daniel Gomez
submission deadline 30 Nov 2026 | 1 articles | Viewed by 1407 | Submission Open
Keywords: Numerical analysis; Computational modeling; Finite element methods; Nonlinear structural behavior; Substructuring in structural dynamics; Multiscale modeling; Multiphysics simulation; Fracture mechanics; Topology optimization; Reliability analysis; Stochastic modeling; Uncertainty quantification; Robust design; Resilient structures; High-performance computing; Large-scale simulation; Machine learning; Data-driven modeling; Quantum computing in engineering; Sustainable structural design; Life-cycle assessment
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Advanced Computational Fluid Dynamics and Applications
edited by
submission deadline 30 Nov 2026 | 2 articles | Viewed by 1390 | Submission Open
Keywords: fluid mechanics; magnetohydrodynamics; convection; flow control and optimization; numerical methods; parallel computing
(This special issue belongs to the Section E: Applied Mathematics)
Advances in Computational Methods for Network Security
edited by
submission deadline 30 Nov 2026 | 1 articles | Viewed by 1383 | Submission Open
Keywords: network security; data security; AI-based algorithms; privacy computing; hardware/software co-design; network traffic analysis
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Recent Advances in Generalized Inverses and Matrix Theory
edited by
submission deadline 30 Nov 2026 | 3 articles | Viewed by 1313 | Submission Open
Keywords: generalized inverses; matrix and operator equations; matrix and operator decompositions; minimization problems; partial orders; perturbations
(This special issue belongs to the Section C: Mathematical Analysis)
Geometry, Topology, Manifolds and Their Applications
edited by Shihshu Walter Wei and
submission deadline 30 Nov 2026 | Viewed by 1273 | Submission Open
Keywords: Riemannian geometry; curvature and topology; complex geometry; p-harmonic geometry
(This special issue belongs to the Section B: Geometry and Topology)
Machine Learning Algorithms and Their Applications in Bioinformatics submission deadline 30 Nov 2026 | 1 articles | Viewed by 1215 | Submission Open
Keywords: machine learning in bioinformatics; deep learning in biomedical research; genomic data analysis; protein structure prediction; biomarker discovery; drug-target interaction prediction; systems biology modeling; omics data integration; feature selection in high-dimensional data; explainable artificial intelligence (XAI); automated machine learning (AutoML); small sample learning in biology; semi-supervised learning in bioinformatics; unsupervised learning for biological insights; multi-omics analysis
(This special issue belongs to the Section E3: Mathematical Biology)
Advanced Research in Complex Networks and Social Dynamics
edited by
submission deadline 30 Nov 2026 | 2 articles | Viewed by 1015 | Submission Open
Keywords: complex networks; social dynamics; social physics; computational social science; link prediction; information diffusion; opinion polarization; multilayer networks; temporal networks; graph neural networks; physics informed machine learning; community detection; null models; computational communication; ai for social systems
(This special issue belongs to the Section E: Applied Mathematics)
New Advances in Mathematical Analysis and Applications submission deadline 30 Nov 2026 | 2 articles | Viewed by 1008 | Submission Open
Keywords: numerical analysis; mathematical analysis; differential equations; nonlinear dynamics; mathematical modeling; computational mathematics numerical methods
(This special issue belongs to the Section C: Mathematical Analysis)
Applications of Mathematical Models in Image Processing and Algorithm Theory
edited by and Primitivo Diaz
submission deadline 30 Nov 2026 | 1 articles | Viewed by 966 | Submission Open
Keywords: mathematical modeling; image processing; pattern recognition; computer vision; interdisciplinary applications
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Recent Advances and Applications of Artificial Neural Networks submission deadline 30 Nov 2026 | 2 articles | Viewed by 954 | Submission Open
Keywords: artificial neural networks; deep learning; transformer networks; graph neural networks; spiking neural networks; representation learning; model compression; explainable AI; robust learning; edge AI; multimodal learning; real-world applications
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advances in Operations Research and Combinatorial Optimization and Their Applications
edited by
submission deadline 30 Nov 2026 | 2 articles | Viewed by 935 | Submission Open
Keywords: integer and mixed-integer optimization; polyhedral combinatorics; cutting planes; decomposition and column generation; network and graph optimization; robust and stochastic optimization; first-order and proximal methods; heuristics; metaheuristics; and hybrid methods; learning-augmented optimization and benchmarking
(This special issue belongs to the Section D: Statistics and Operational Research)
Numerical Analysis of Partial Differential Equations and Their Application
edited by Chuanjun Chen and
submission deadline 30 Nov 2026 | 1 articles | Viewed by 888 | Submission Open
Keywords: numerical analysis; phase field methods; finite element methods; finite difference methods; finite volume methods; neural network algorithm; adaptive algorithm; error estimation; convergence analysis
(This special issue belongs to the Section C1: Difference and Differential Equations)
New Advances in Physics-Informed Machine Learning
edited by Jingjing Su
submission deadline 30 Nov 2026 | 1 articles | Viewed by 797 | Submission Open
Keywords: AI for science; AI for PDE; physics-informed machine learning; operator learning; neural network; nonlinearity
(This special issue belongs to the Section E4: Mathematical Physics)
Probability Theory, Statistical Inference and Stochastic Analysis with Applications
edited by
submission deadline 30 Nov 2026 | 1 articles | Viewed by 589 | Submission Open
Keywords: advanced probability theory; asymptotic analysis; statistical inference; complex and high-dimensional settings; differential systems; stochastic analysis; stochastic optimization; modeling; uncertainty quantification
(This special issue belongs to the Section D1: Probability and Statistics)
Innovative Intelligent Systems in Computer Vision: Methodologies, Algorithms, and Applications
edited by
submission deadline 30 Nov 2026 | Viewed by 478 | Submission Open
Keywords: computer vision; intelligent systems; deep learning; machine learning; image processing; pattern recognition; object detection; visual understanding
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Causal Inference and Machine Learning: Mathematical Modeling, Analysis and Applications
edited by Haotian Wang and Zhiqiang Kou
submission deadline 30 Nov 2026 | 1 articles | Viewed by 473 | Submission Open
Keywords: causal inference; mathematical modeling; machine learning theory; label noise; symbolic reasoning; agent behavior analysis
(This special issue belongs to the Section D1: Probability and Statistics)
Towards Reliable, Trustworthy and Privacy-Preserving Mathematical Modeling and Data Readiness for Foundation Models with Industrial Applications
edited by , , Jian Lou and See-Kiong Ng
submission deadline 30 Nov 2026 | Viewed by 450 | Submission Open
Keywords: data readiness; foundation model; reliable and trustworthy AI; data synthesis; data augmentation; and data selection; data privacy; data quality; data valuation; and data pricing; adversarial machine learning; efficient model architecture
(This special issue belongs to the Section E1: Mathematics and Computer Science)
AI-Driven Innovations in Healthcare: Advances in Machine Learning and Computer Vision, 2nd Edition
edited by and Ruihan Hu
submission deadline 30 Nov 2026 | 1 articles | Viewed by 447 | Submission Open
Keywords: artificial intelligence; healthcare; machine learning; computer vision
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Fuzzy Multi-Criteria Decision-Making and Its Applications in Industry, Management and Operation Research
edited by
submission deadline 30 Nov 2026 | Viewed by 432 | Submission Open
Keywords: fuzzy multi-criteria decision-making; hybrid MCDM frameworks; interval intuitionistic fuzzy sets; Industry 4.0; weight determination models; supply chain management; sustainable operations management
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Advanced Methods of Polynomial Ideal Computation
edited by Mehrdad Nasernejad
submission deadline 30 Nov 2026 | 1 articles | Viewed by 380 | Submission Open
Keywords: polynomial ideals; monomial algebras; Grö bner bases; syzygies; computational algebraic geometry; symbolic computation; algorithmic complexity; combinatorial commutative algebra; algebraic combinatorics; homological aspects of monomial ideals
Intelligent Optimization and Control: Fuzzy Systems, Metaheuristics, and Engineering Applications
edited by
submission deadline 30 Nov 2026 | Viewed by 379 | Submission Open
Keywords: intelligent optimization; fuzzy systems; engineering applications; hybrid intelligent systems; adaptive control
(This special issue belongs to the Section E: Applied Mathematics)
Developments of Vehicle Dynamics and Intelligent Control
edited by
submission deadline 30 Nov 2026 | Viewed by 361 | Submission Open
Keywords: vehicle dynamics; intelligent control systems; autonomous vehicles; electric vehicles; state estimation; chassis integrated control; path planning and tracking; motion control; machine learning in automotive systems
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Optimization Algorithms in the Design, Manufacturing and Testing of Electronic Circuits
edited by
submission deadline 30 Nov 2026 | Viewed by 350 | Submission Open
Keywords: very large-scale integration (VLSI)  circuits  ; printed circuit boards (PCBs); electronic design automation; combinatorial optimization; graph optimization problems; VLSI design; VLSI routing; place and route; circuit partitioning; placement of circuit components; layout algorithms; floorplanning; power optimization; automatic test pattern generation; yield maximization in VLSI manufacturing
(This special issue belongs to the Section E: Applied Mathematics)
Statistical Analysis and Data Mining in Science and Engineering
edited by Syamala Krishnannair
submission deadline 30 Nov 2026 | Viewed by 336 | Submission Open
Keywords: process monitoring; applied statistics; multivariate analysis; machine learning; computational methods; time series analysis; data-driven decision making; pattern recognition; high-dimensional data; statistical learning; science and engineering applications; Bayesian inference; fault detection
(This special issue belongs to the Section D1: Probability and Statistics)
Applications of Mathematical and AI-Based Methods in Biomedical Informatics
edited by
submission deadline 30 Nov 2026 | Viewed by 305 | Submission Open
Keywords: artificial intelligence; biomedical informatics; machine learning; generative Ai; clinical decision support; precision medicine; mathematical modelling; data analysis
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Numerical Analysis and Algorithms in Structural Mechanics submission deadline 30 Nov 2026 | Viewed by 295 | Submission Open
Keywords: numerical analysis; algorithms; structural mechanics; applied mathematics; applied mechanics; experimental proof
(This special issue belongs to the Section E: Applied Mathematics)
Advances in Computational Structural Dynamics and Differential Equations
edited by
submission deadline 30 Nov 2026 | Viewed by 261 | Submission Open
Keywords: computational structural dynamics; nonlinear differential equations; multiphysics coupling; scientific machine learning
(This special issue belongs to the Section C2: Dynamical Systems)
Mathematics and its Applications in Science and Engineering, 4th Edition submission deadline 30 Nov 2026 | Viewed by 261 | Submission Open
Keywords: mathematical modelling for science and engineering applications; optimization and control theory in engineering applications; numerical methods and scientific computing; partial differential equations and dynamical systems; data analysis; statistical modelling; and uncertainty quantification; applied linear algebra and matrix methods; computational methods for physics; biology; and engineering; cryptography; information security; and coding theory; mathematical methods in artificial intelligence and machine learning; industrial and real-world applications of mathematics
(This special issue belongs to the Section E: Applied Mathematics)
Advances in Computational and Applied Mathematics with Applications
edited by El Mostafa Sadek
submission deadline 30 Nov 2026 | Viewed by 254 | Submission Open
Keywords: numerical methods; numerical differential equations; numerical optimization; numerical linear and multilinear algebra; matrix and tensor approximation; system of differential equations; boundary value problems; Krylov subspace method; control theory; dynamical systems; fractional calculus
(This special issue belongs to the Section E: Applied Mathematics)
New Trends and Applications of Differential Geometry submission deadline 30 Nov 2026 | Viewed by 250 | Submission Open
Keywords: special curves on surfaces; evolute-involute curves; approximations of surfaces along curves; quaternionic curves; magnetic curves; rectifying curves; slant helices curves; ruled surfaces; kinematic geometry
(This special issue belongs to the Section B: Geometry and Topology)
Numerical Analysis and Simulation in Computational Mechanics
edited by
submission deadline 30 Nov 2026 | Viewed by 242 | Submission Open
Keywords: computational mechanics; numerical analysis; rock mechanics; thermo-hydro-mechanical coupling; hydraulic fracturing; enhanced geothermal systems; digital rock physics; multi-scale modeling
(This special issue belongs to the Section E: Applied Mathematics)
Mathematical Problems in Rock Mechanics and Geotechnical Engineering
edited by Wei Wu
submission deadline 30 Nov 2026 | Viewed by 242 | Submission Open
Keywords: engineering analytical calculation; geomechanical constitutive model; rock mechanics; geotechnical engineering; numerical modeling; machine learning in geomechanics; engineering data analytics; intelligent recognition algorithms in engineering; AI-driven engineering design
(This special issue belongs to the Section E: Applied Mathematics)
Advances in Scientific Machine Learning and Mathematical Modeling
edited by Qingguang Guan
submission deadline 30 Nov 2026 | Viewed by 237 | Submission Open
Keywords: scientific machine learning; deep neural networks; mathematical models; PDEs; ODEs
(This special issue belongs to the Section E: Applied Mathematics)
Advances in Mathematical Analysis and Metaheuristic Optimization Techniques for Image Processing and Computer Vision
edited by Alma Nayeli Rodríguez-Vázquez
submission deadline 30 Nov 2026 | Viewed by 234 | Submission Open
Keywords: metaheuristic optimization; image processing; computer vision; hybrid algorithms; visual computing
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Data Analytics and Evolutionary Computation for Cybersecurity
edited by Tokunbo Makanju
submission deadline 30 Nov 2026 | Viewed by 229 | Submission Open
Keywords: cybersecurity; security; privacy; trust; risk management; artificial intelligence; evolutionary computation; genetic programming; data analytics; large language models (LLMs); intrusion detection; social networks; anonymization; malware detection
(This special issue belongs to the Section E1: Mathematics and Computer Science)
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