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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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Mathematical Applications in Electrical Engineering, 2nd Edition
edited by
submission deadline 30 Nov 2026 | 8 articles | Viewed by 8106 | Submission Open
Keywords: mathematics and computational techniques within electrical engineering; circuit theory; materials simulation; electromagnetic material characterization; finite element modeling
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Inverse Problems and Numerical Computation in Mathematical Physics
edited by Youjun Deng
submission deadline 30 Nov 2026 | 5 articles | Viewed by 7681 | Submission Open
Keywords: inverse problems; numerical computation; uniqueness and stability; iterative methods; optimization; regularization; deep learning
(This special issue belongs to the Section E4: Mathematical Physics)
Advances in Nonlinear Differential Equations with Applications
edited by Wei-Chuan Wang and
submission deadline 30 Nov 2026 | 8 articles | Viewed by 7303 | Submission Open
Keywords: nonlinear differential equations; the existence result; the classification of solutions; applications in management
(This special issue belongs to the Section C1: Difference and Differential Equations)
Submanifolds in Metric Manifolds, 2nd Edition
edited by Cristina-Elena Hretcanu
submission deadline 30 Nov 2026 | 7 articles | Viewed by 6719 | Submission Open
Keywords: differentiable manifolds; Riemannian manifolds; Kaehlerian manifolds; Sasakian manifolds; metric spaces with differentiable structure; invariant (or holomorphic) submanifolds; anti-invariant (totally real) submanifolds; semi-invariant submanifolds; slant, semi (or hemi)-slant submanifolds; warped product (bi-warped, semi-slant, or hemi- slant warped product) submanifolds; totally geodesic, totally umbilical or minimal submanifolds
(This special issue belongs to the Section B: Geometry and Topology)
Recent Advances in Scientific Computing & Applications submission deadline 30 Nov 2026 | 4 articles | Viewed by 6373 | Submission Open
Keywords: classical and quantum computing; classical and quantum computer interactions; application development technology; artificial intelligence; research methodology; dynamic control; evolutionary systems involved in dynamic systems; model finding, simulation and identification; algorithm synthesis; conceptual and theoretical frameworks
(This special issue belongs to the Section E: Applied Mathematics)
Artificial Intelligence Techniques in the Financial Services Industry submission deadline 30 Nov 2026 | 3 articles | Viewed by 6168 | Submission Open
Keywords: artificial intelligence (AI); machine learning (ML); swarm learning (SL); artificial neural networks (ANNs); supervised learning; unsupervised learning; reinforcement learning; deep learning; natural language processing (NLP); computer vision
(This special issue belongs to the Section E5: Financial Mathematics)
Mathematical Modeling and Intelligent Algorithms in Operations Research
edited by Álvaro García-Sánchez and
submission deadline 30 Nov 2026 | 1 articles | Viewed by 6074 | Submission Open
Keywords: mathematical programming; hybrid intelligent algorithms; simulation optimization; artificial intelligence; operations research; machine learning; reinforcement learning
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Inverse Problems in Science and Engineering submission deadline 30 Nov 2026 | 6 articles | Viewed by 5486 | Submission Open
Keywords: material properties estimation; biology, biochemistry, bioengineering, and biomedicine; mathematics; inverse problems in geosciences; inverse problems in physics; imaging; novel inverse methods; computational inverse methods; artificial intelligence; finance
(This special issue belongs to the Section E: Applied Mathematics)
Fractional Order Systems and Its Applications submission deadline 30 Nov 2026 | 2 articles | Viewed by 5010 | Submission Open
Keywords: fractional calculus; fractional order modelling; fractional control; memory effects; non-integer dynamics; applications of fractional systems; system identification; robust control
(This special issue belongs to the Section E: Applied Mathematics)
Numerical Modeling and Mathematical Optimization in Structural Mechanics submission deadline 30 Nov 2026 | 2 articles | Viewed by 4973 | Submission Open
Keywords: numerical modeling; mathematical optimization; structural mechanics; finite element analysis; sustainable design; topology optimization; structural health monitoring; computational mechanics; nonlinear analysis; machine learning; stochastic modeling
(This special issue belongs to the Section E2: Control Theory and Mechanics)
High-Order Numerical Methods and Computational Fluid Dynamics
edited by
submission deadline 30 Nov 2026 | 4 articles | Viewed by 4543 | Submission Open
Keywords: high-order numerical method; computational fluid dynamics; particle-based simulation method; neural network in CFD; numerical schemes and algorithms; high-order hydrodynamics
(This special issue belongs to the Section E4: Mathematical Physics)
Partial Differential Equations in Applied Mathematics
edited by Oke Davies Davies Adeyemo
submission deadline 30 Nov 2026 | 2 articles | Viewed by 4313 | Submission Open
Keywords: lie group analysis and applications; Darboux and Bäcklund transform; Hirota bilinear technique; d-bar formalism; inverse scattering transforms; applied fluid problems; analytical methods; Riemann–Hilbert problems; Fokas approach; Hamiltonian theory
(This special issue belongs to the Section C1: Difference and Differential Equations)
Data Mining Algorithms and Mathematical Models for Social Network Analysis
edited by
submission deadline 30 Nov 2026 | 1 articles | Viewed by 4064 | Submission Open
Keywords: data mining algorithms; mathematical models; social network analysis; artificial intelligence
(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 3672 | 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)
Advanced Mathematical Approaches to Engineering and Computational Problems, 2nd Edition
edited by
submission deadline 30 Nov 2026 | 2 articles | Viewed by 3370 | Submission Open
Keywords: mathematics; statistics; advanced methodologies; meta-heuristics; artificial intelligence; deep learning; engineering problems; industrial problems; financial engineering problems; management problems; marketing problems; behavioral problems
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Statistical Models and Their Applications submission deadline 30 Nov 2026 | 3 articles | Viewed by 3270 | 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)
Recent Advances in Fractal and Fractional Calculus
edited by
submission deadline 30 Nov 2026 | 3 articles | Viewed by 3264 | 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)
Advanced Research in Complex Analysis Operators and Special Classes of Analytic Functions, 2nd Edition
edited by
submission deadline 30 Nov 2026 | 6 articles | Viewed by 3242 | 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)
Mathematical Foundations in Public Key Cryptography and Privacy Computing
edited by Haining Yang, Xingfu Yan and
submission deadline 30 Nov 2026 | 5 articles | Viewed by 3036 | 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)
Applications of Operations Research and Decision Making submission deadline 30 Nov 2026 | 3 articles | Viewed by 2939 | 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 | 3 articles | Viewed by 2784 | 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)
Advanced Computational Intelligence for Complex Problems
edited by
submission deadline 30 Nov 2026 | 1 articles | Viewed by 2703 | 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)
Advanced Computational Fluid Dynamics and Applications
edited by
submission deadline 30 Nov 2026 | 3 articles | Viewed by 2427 | 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)
New Advances in Mathematical Analysis and Applications submission deadline 30 Nov 2026 | 4 articles | Viewed by 2289 | 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)
Theoretical and Computational Fluid Mechanics and Heat Transfer
edited by Pedro Vayssiere Brandão
submission deadline 30 Nov 2026 | 1 articles | Viewed by 2209 | Submission Open
Keywords: computational fluid mechanics; computational heat transfer; numerical analysis
(This special issue belongs to the Section C1: Difference and Differential Equations)
Applications of Mathematical Methods in Robotic Systems
edited by and Ryo Saegusa
submission deadline 30 Nov 2026 | 2 articles | Viewed by 2190 | 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 Methods for Signal Analysis submission deadline 30 Nov 2026 | 1 articles | Viewed by 2177 | 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)
Advanced Research in Complex Networks and Social Dynamics
edited by
submission deadline 30 Nov 2026 | 3 articles | Viewed by 2068 | 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)
Hybrid Machine Learning and Deep Learning Techniques for Optimization and Numerical Modeling
edited by
submission deadline 30 Nov 2026 | 1 articles | Viewed by 1998 | 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)
Recent Advances in Generalized Inverses and Matrix Theory
edited by
submission deadline 30 Nov 2026 | 3 articles | Viewed by 1942 | 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 submission deadline 30 Nov 2026 | 2 articles | Viewed by 1938 | Submission Open
Keywords: Riemannian geometry; curvature and topology; complex geometry; p-harmonic geometry
(This special issue belongs to the Section B: Geometry and Topology)
Finite Element Method and Its Related Research in Computational Mechanics
edited by and
submission deadline 30 Nov 2026 | 1 articles | Viewed by 1934 | 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)
Numerical Analysis and Modeling in Structural Engineering
edited by Daniel Gomez
submission deadline 30 Nov 2026 | 1 articles | Viewed by 1815 | 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)
Computational Biomechanics and Numerical Analysis: Algorithms and Applications submission deadline 30 Nov 2026 | 1 articles | Viewed by 1813 | 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)
Advances in Operations Research and Combinatorial Optimization and Their Applications
edited by
submission deadline 30 Nov 2026 | 3 articles | Viewed by 1773 | 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)
Computational Fluid Dynamics and Its Related Applications submission deadline 30 Nov 2026 | Viewed by 1759 | 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)
New Advances in Physics-Informed Machine Learning
edited by Jingjing Su
submission deadline 30 Nov 2026 | 2 articles | Viewed by 1660 | 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)
Advances in Computational Methods for Network Security
edited by
submission deadline 30 Nov 2026 | 1 articles | Viewed by 1649 | 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 and Applications of Artificial Neural Networks submission deadline 30 Nov 2026 | 2 articles | Viewed by 1599 | 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)
Numerical Analysis of Partial Differential Equations and Their Application
edited by Chuanjun Chen and
submission deadline 30 Nov 2026 | 2 articles | Viewed by 1526 | 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)
Machine Learning Algorithms and Their Applications in Bioinformatics submission deadline 30 Nov 2026 | 1 articles | Viewed by 1512 | 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)
Innovative Intelligent Systems in Computer Vision: Methodologies, Algorithms, and Applications
edited by
submission deadline 30 Nov 2026 | 2 articles | Viewed by 1453 | 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)
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 | 1 articles | Viewed by 1371 | 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)
AI-Driven Innovations in Healthcare: Advances in Machine Learning and Computer Vision, 2nd Edition
edited by and Ruihan Hu
submission deadline 30 Nov 2026 | 2 articles | Viewed by 1348 | Submission Open
Keywords: artificial intelligence; healthcare; machine learning; computer vision
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Probability Theory, Statistical Inference and Stochastic Analysis with Applications
edited by
submission deadline 30 Nov 2026 | 2 articles | Viewed by 1318 | 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)
Applications of Mathematical Models in Image Processing and Algorithm Theory
edited by and Primitivo Diaz
submission deadline 30 Nov 2026 | 1 articles | Viewed by 1300 | 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)
Causal Inference and Machine Learning: Mathematical Modeling, Analysis and Applications
edited by Haotian Wang and Zhiqiang Kou
submission deadline 30 Nov 2026 | 2 articles | Viewed by 1299 | 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)
Applications of Mathematical and AI-Based Methods in Biomedical Informatics
edited by
submission deadline 30 Nov 2026 | 1 articles | Viewed by 1016 | 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 | 1 articles | Viewed by 919 | Submission Open
Keywords: numerical analysis; algorithms; structural mechanics; applied mathematics; applied mechanics; experimental proof
(This special issue belongs to the Section E: Applied Mathematics)
New Trends and Applications of Differential Geometry submission deadline 30 Nov 2026 | 1 articles | Viewed by 842 | 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)
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