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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 Modelling, Guidance and Control for Aerospace Vehicles
edited by
submission deadline 25 Feb 2027 | Viewed by 68 | Submission Open
Keywords: trajectory optimization; online planning and intelligent planning; guidance theory and methods; pursuit and escape guidance; multi-agent coordination; intelligent decision-making; complex dynamics models; intelligent guidance
(This special issue belongs to the Section E: Applied Mathematics)
Intelligent Systems and Dynamic Scheduling: Optimization and Management, 2nd Edition
edited by and
submission deadline 26 Feb 2027 | 2 articles | Viewed by 790 | Submission Open
Keywords: mathematical modeling; intelligent systems; dynamic scheduling; evolutionary computation; intelligent fault diagnosis; combinatorial optimization; operations research; intelligent computing; real-time decision making; reinforcement learning
(This special issue belongs to the Section E: Applied Mathematics)
Analysis of Functional Logic Programming and Its Applications
edited by
submission deadline 26 Feb 2027 | Viewed by 348 | Submission Open
Keywords: declarative programming; pure functions; first-class functions; unification; resolution
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Computational Methods for Data Mining and Information Systems
edited by Moti Schneider
submission deadline 26 Feb 2027 | Viewed by 146 | Submission Open
Keywords: big data analytics; machine learning algorithms; pattern recognition; data preprocessing; knowledge discovery in databases (KDD); scalable computing; predictive modeling; neural networks; information retrieval
(This special issue belongs to the Section E: Applied Mathematics)
Advances in Matrix and Tensor Computation, Generalized Inverses, Differential Equations, and Their Applications
edited by Daochang Zhang and
submission deadline 26 Feb 2027 | Viewed by 130 | Submission Open
Keywords: matrix; tensor; generalized inverses; differential equations
(This special issue belongs to the Section E: Applied Mathematics)
Advances in Intelligent Target Recognition and Signal Processing
edited by and
submission deadline 26 Feb 2027 | Viewed by 59 | Submission Open
Keywords: intelligent target recognition; underwater detection; deep learning; multimodal fusion; feature extraction; robustness in complex environments; few-shot learning; real-time processing; radar signal processing; adaptive signal processing
(This special issue belongs to the Section E1: Mathematics and Computer Science)
High-Performance Computing-Driven AI Learning and Optimization
edited by Sichen Tao
submission deadline 26 Feb 2027 | Viewed by 52 | Submission Open
Keywords: high-performance computing; artificial intelligence; machine learning; intelligent optimization; black-box optimization; complex engineering system optimization; AI for science; AI engineering applications; parallel and distributed algorithms; performance modeling; resource scheduling
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematical Methods for Artificial Intelligence and Visual Information Processing in Networked Systems submission deadline 27 Feb 2027 | Viewed by 326 | Submission Open
Keywords: mathematical methods for artificial intelligence; federated and distributed learning; visual information processing; edge intelligence and networked systems; intelligent data analysis; privacy-preserving machine learning in multi-device environments; data security across multiple domains and countries
(This special issue belongs to the Section E: Applied Mathematics)
Mathematical Modelling and Numerical Computation in Fluid Dynamics
edited by and
submission deadline 27 Feb 2027 | Viewed by 277 | Submission Open
Keywords: mathematical modelling in fluid dynamics; numerical simulation; internal flow of turbomachinery; vortex dynamics and identification; cavitation and multiphase flow; energy loss and entropy production; hydraulic stability and pressure fluctuation; high-performance computing in CFD; fluid–structure interaction; data-driven fluid dynamics/AI for CFD
(This special issue belongs to the Section E: Applied Mathematics)
Fuzzy and Hybrid Functional–Algebraic Models in Data Science
edited by Ildar Z. Batyrshin, Barnabas Bede, and
submission deadline 27 Feb 2027 | Viewed by 167 | Submission Open
Keywords: data science; fuzzy set extensions; fuzzy distribution sets; categorical distributions; uncertainty modeling; aggregation functions; information fusion; similarity and correlation functions; evaluation metrics; adaptive inference systems; interval analysis
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Advanced Methods and Applications with Deep Learning in Object Recognition, 2nd Edition submission deadline 27 Feb 2027 | Viewed by 105 | Submission Open
Keywords: object detection and classification; open-vocabulary object detection; vision-language models; foundation models; multi-object tracking; deep-learning architectures; transformers for object detection and segmentation; loss functions in learning; class imbalance; model generalization and domain shift; evaluation metrics and datasets; applications of object detection and object tracking; aerial object identification; edge ai for object detection; multi-modal object detection
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematical Applications in Computer Graphics
edited by and
submission deadline 28 Feb 2027 | 7 articles | Viewed by 14655 | Submission Open
Keywords: geometric and solid modeling; visual analytics; computational geometry; numerical methods in graphics; machine learning and AI in graphics; geometry-based machine learning models; deep learning for surface reconstruction and optimization; graph convolutional networks for graphics
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advanced Optimization Modeling and Algorithms for Planning and Scheduling submission deadline 28 Feb 2027 | 6 articles | Viewed by 7516 | Submission Open
Keywords: planning and scheduling; mathematical programming; combinatorial optimization; stochastic and robust optimization; algorithm design; machine learning; multi-objective optimization; cloud, edge and fog computing; multi-access edge computing (MEC); real-world applications; energy optimization; cost optimization
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advances in High-Speed Computing and Parallel Algorithm
edited by
submission deadline 28 Feb 2027 | 3 articles | Viewed by 6501 | Submission Open
Keywords: parallel computing; GPU computing; parallelization on HPC platforms; performance analysis; multi-/many-core platforms; cache management
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematics for Algebraic Coding Theory and Cryptography submission deadline 28 Feb 2027 | 5 articles | Viewed by 6128 | Submission Open
Keywords: algebraic coding theory; error-correcting codes; public-key cryptography; symmetric-key cryptography; post-quantum algebraic cryptography; secure communication; computational complexity in cryptography
(This special issue belongs to the Section A: Algebra and Logic)
Optimization and Machine Learning-Based Methods in Air Traffic Management and Aeronautical Domains
edited by
submission deadline 28 Feb 2027 | 5 articles | Viewed by 5699 | Submission Open
Keywords: air traffic management; optimization; machine learning
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Application of Mathematical Programming and Algorithms in Operational Research
edited by Trung Hieu Tran
submission deadline 28 Feb 2027 | 1 articles | Viewed by 5622 | Submission Open
Keywords: linear programming; integer programming; mixed-integer lienar prorgamming; exact methods; nature-inspired algorithms; metaheuristic algorithms; math-heuristic algorithms
(This special issue belongs to the Section D: Statistics and Operational Research)
Advances in Nonlinear Analysis and Applications
edited by
submission deadline 28 Feb 2027 | 8 articles | Viewed by 5502 | Submission Open
Keywords: nonlinear analysis; nonlinear functional analysis; nonlinear differential equations; dynamical systems; bifurcation theory; nonlinear ergodic theory; variational inequalities; fixed-point theory; nonlinear phenomena
(This special issue belongs to the Section C2: Dynamical Systems)
Modeling of Processes in Transport Systems submission deadline 28 Feb 2027 | 4 articles | Viewed by 5064 | Submission Open
Keywords: mathematical modeling; transport systems; optimization; simulation; safety; sustainable transport; last-mile delivery; infrastructure; traffic analysis; geometric modeling; decision-making; fuzzy approach; machine learning; artificial intelligence
(This special issue belongs to the Section E: Applied Mathematics)
Advances, Challenges, and Applications of Deep Learning Models in Computer Vision and Image Processing and Analysis
edited by and Cesar Puente
submission deadline 28 Feb 2027 | 3 articles | Viewed by 4885 | Submission Open
Keywords: deep learning; computer vision; image processing; image analysis; convolutional neural networks; recurrent neural networks; generative adversarial networks; capsule neural networks; deep transfer learning; vision transformers; hybrid deep learning architecture; image classification; image segmentation; object recognition; video tracking; adversarial attacks; healthcare and medicine; autonomous vehicles; cybersecurity; surveillance; artistic-style classification; agriculture and forestry; remote sensing and geospatial analysis
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Big Data Mining and Knowledge Graph with Application
edited by Xia Xie and
submission deadline 28 Feb 2027 | 2 articles | Viewed by 4784 | Submission Open
Keywords: knowledge graph; big data mining; semantic modeling; reasoning; GraphRAG; scene graph-based scene understanding
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Applied Mathematics, Computing, and Machine Learning
edited by Zhongmei Yao
submission deadline 28 Feb 2027 | 3 articles | Viewed by 4480 | Submission Open
Keywords: applied mathematics; machine learning; artificial intelligence; optimization algorithms; uncertainty quantification; ethical AI; explainable AI; computational neuroscience; quantum machine learning; error analysis; transparency of AI; fairness of AI; accountability of AI; applied machine learning
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Intelligent Mathematics and Applications
edited by , and Yingxu Wang
submission deadline 28 Feb 2027 | 5 articles | Viewed by 4461 | Submission Open
Keywords: safe production and informationization; informatization and computing science; IoT and network computing; artificial intelligence and electrical automation
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Advances in Deep Learning, Computer Vision, and Engineering Applications
edited by Qilin Li and
submission deadline 28 Feb 2027 | 3 articles | Viewed by 4399 | Submission Open
Keywords: deep learning; machine learning; diffusion models; expressive power of deep neural networks; computer vision; engineering mathematics; computational engineering; 3D reconstruction; data-driven simulation; physics-informed neural networks
(This special issue belongs to the Section E: Applied Mathematics)
Multi-Criteria Decision-Making and Operations Research
edited by and
submission deadline 28 Feb 2027 | 4 articles | Viewed by 4147 | Submission Open
Keywords: fuzzy sets, soft sets, hesitant sets, neutrosophic sets, etc., and their extensions/generalizations; decision making; multiple criteria decision making; operations research; group decision; fuzzy optimization; fuzzy mathematical programming model and method; fuzzy clustering analysis; fuzzy game theory; reasoning under uncertainty; aggregation operators; granular computing; fuzzy fractional integral aggregation; linguistic variables; artificial intelligence; soft computing; fuzzy set theory; deep learning; neutrosophic sets; neural networks; machine learning; expert systems; soft computing applications in medical sciences and bioinformatics; applications of fuzziness in artificial intelligence, economics, education, medicine, engineering, etc.
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Advances in Graph Theory, Combinatorics, and Applications submission deadline 28 Feb 2027 | 5 articles | Viewed by 3441 | Submission Open
Keywords: graph theory; graph coloring; graph labeling; algebraic graph theory; structural graph theory; extremal graphs/digraphs; random graph theory; distance; topological indices; combinatorics; combinatorial theory; complex networks
(This special issue belongs to the Section A: Algebra and Logic)
Next-Generation Quantum Security: Algorithms, Cryptography, and Computational Breakthroughs
edited by and
submission deadline 28 Feb 2027 | 3 articles | Viewed by 2727 | Submission Open
Keywords: post-quantum cryptography; cryptographic implementation; protocol security; security architectures; date security; homomorphic encryption; machine learning and ai security; privacy technologies and mechanisms; embedded systems security; side-channel analysis; attacks and defense; hardware security; intrusion detection and prevention
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Combinatorial Optimization and Its Real-World Applications
edited by
submission deadline 28 Feb 2027 | 3 articles | Viewed by 2262 | Submission Open
Keywords: optimization; mixed-integer linear programming; large-size models; Boolean problems; heuristics; metaheuristics; energy-efficient algorithms; case studies
(This special issue belongs to the Section E: Applied Mathematics)
Swarm Intelligence and Optimization Algorithms, Variants, and Real-World Applications
edited by Yiying Zhang
submission deadline 28 Feb 2027 | 4 articles | Viewed by 2205 | Submission Open
Keywords: swarm intelligence; optimization algorithms; metaheuristics; real-world applications; hybrid methods
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advances of Mathematics and Artificial Intelligence in Engineering Applications
edited by and
submission deadline 28 Feb 2027 | 2 articles | Viewed by 1671 | Submission Open
Keywords: intelligent robotics; intelligent materials; system modeling; system estimation; uncertainty quantification; digital twin system; smart sensing; sensor fusion; multi-modal perception; human–machine interaction; path planning; decision making; model-free control; data-driven control; AI-driven computation
(This special issue belongs to the Section E: Applied Mathematics)
Statistical Techniques for Data Collection in the Era of Data Enrichment
edited by
submission deadline 28 Feb 2027 | 3 articles | Viewed by 1662 | Submission Open
Keywords: sampling theory; design of experiments; subsampling and subdata selection; design-based causal inference; statistical inference accounting for data collection; case studies of special designs or survey problems
(This special issue belongs to the Section D1: Probability and Statistics)
Dynamic Model and Analysis of Biology and Epidemiology
edited by and
submission deadline 28 Feb 2027 | 1 articles | Viewed by 1581 | Submission Open
Keywords: population dynamics; epidemic dynamics; evolutionary dynamics; spatial dynamics; mathematical and computational modeling
(This special issue belongs to the Section E3: Mathematical Biology)
Theory and Multidisciplinary Applications of Computational Intelligence
edited by
submission deadline 28 Feb 2027 | 1 articles | Viewed by 1567 | Submission Open
Keywords: artificial intelligence; computational intelligence; neural networks; fuzzy systems; evolutionary computation; mathematical foundations
(This special issue belongs to the Section E: Applied Mathematics)
Advancements in Application of Scientific Computing and Numerical Analysis
edited by Faranak Courtney-Pahlevani
submission deadline 28 Feb 2027 | 2 articles | Viewed by 1531 | Submission Open
Keywords: numerical analysis; scientific computing; numerical algorithms; numerical methods in ODE and PDE; optimization; interpolation
(This special issue belongs to the Section E: Applied Mathematics)
Nonlinear Control and Its Applications submission deadline 28 Feb 2027 | 1 articles | Viewed by 1531 | Submission Open
Keywords: nonlinear dynamical systems; mathematical modeling; nonlinear control; system identification; stability; complex systems; control theory; real-world applications; power systems; power electronics
(This special issue belongs to the Section E: Applied Mathematics)
Mathematical Modeling in Structural Mechanics
edited by
submission deadline 28 Feb 2027 | 3 articles | Viewed by 1477 | Submission Open
Keywords: structural mechanics; mathematical modeling; deformation and stress analysis; vibration and dynamics; stability and buckling; fracture and damage; structural optimization
(This special issue belongs to the Section E: Applied Mathematics)
Dynamics on Complex Networks: Theory, Modelling, and Applications
edited by
submission deadline 28 Feb 2027 | 2 articles | Viewed by 1410 | Submission Open
Keywords: higher order networks; hypergraph; multilayer networks; dynamical processes; game theory; percolation; network dismantling
(This special issue belongs to the Section C2: Dynamical Systems)
Numerical Modelling and Analysis of Fractional-Order Partial Differential Equations: Methods and Applications
edited by
submission deadline 28 Feb 2027 | 1 articles | Viewed by 1402 | Submission Open
Keywords: numerical methods for fractional-order PDEs; computational techniques for fractional calculus; high-order accuracy schemes for fractional differential equations; stability and convergence analysis of numerical solutions; scientific computing applications in engineering and physics; fractional-order modelling in biological and chemical systems; computational fluid dynamics and water wave phenomena; applications of fractional pdes in control theory and dynamical systems; robust algorithms for large-scale fractional differential equations; adaptive mesh refinement and parallel computing for fractional PDEs
(This special issue belongs to the Section C1: Difference and Differential Equations)
Optimization Models and Algorithms in Data Science, 2nd Edition
edited by
submission deadline 28 Feb 2027 | 2 articles | Viewed by 1319 | Submission Open
Keywords: tensor decomposition; low-rank models; multi-view clustering; sparse coding; tensor completion; tensor robust principal component analysis; machine learning; data science; signal processing; image processing; high-dimensional data
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Nonlinear Approximation Theory in Banach Spaces
edited by Pablo M. Berná
submission deadline 28 Feb 2027 | 2 articles | Viewed by 1307 | Submission Open
Keywords: nonlinear approximation theory; functional analysis; Banach space theory
(This special issue belongs to the Section C: Mathematical Analysis)
Advances in Bayesian Inference and High-Dimensional Data Analysis
edited by and Liucang Wu
submission deadline 28 Feb 2027 | 3 articles | Viewed by 1303 | Submission Open
Keywords: Bayesian inference; Bayesian computation; prior elicitation; Bayesian modeling; variable selection; Bayesian applications
(This special issue belongs to the Section D1: Probability and Statistics)
Computational Methods and Models in Intelligent Control and Pattern Recognition
edited by and
submission deadline 28 Feb 2027 | 3 articles | Viewed by 1273 | Submission Open
Keywords: intelligent control; computational intelligence; pattern recognition; reinforcement learning; robotic control; adaptive dynamic programming; machine learning; autonomous systems
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Applied Machine Learning and Soft Computing
edited by
submission deadline 28 Feb 2027 | 1 articles | Viewed by 1232 | Submission Open
Keywords: machine learning; predictive models and analytics; prescriptive analytics; deep learning; deep reinforcement learning; hybrid models; ensemble models; soft computing; machine learning for big data; business intelligence; intelligent optimization; data-driven models; feature selection; preprocessing methods
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematical Modeling and Simulation in Mechanics and Dynamic Systems, 4th Edition submission deadline 28 Feb 2027 | 2 articles | Viewed by 1204 | Submission Open
Keywords: dynamic systems; modelling of nonlinearities; algorithm; computer simulation; finite elements method
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Fuzzy Numbers, Fuzzy Difference Equations, Fuzzy Differential Equations and Their Applications submission deadline 28 Feb 2027 | 1 articles | Viewed by 1033 | Submission Open
Keywords: fuzzy numbers; fuzzy difference equations; fuzzy differential equations; fuzzy optimization; fuzzy decision making; fuzzy game; fuzzy control
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Mathematical and Statistical Modeling in Complex Diseases
edited by Shantia Yarahmadian and Seth F. Oppenheimer
submission deadline 28 Feb 2027 | 1 articles | Viewed by 992 | Submission Open
Keywords: partial differential equations; mathematical biology; mathematical modeling; complex diseases
(This special issue belongs to the Section E3: Mathematical Biology)
Advances in Computational Geotechnics: Modelling Mechanics and Dynamic Behaviour
edited by Soufiane Bentout
submission deadline 28 Feb 2027 | Viewed by 888 | Submission Open
Keywords: numerical computation; mathematical modelling; geotechnical engineering; soil mechanics; rock mechanics; civil engineering; modelling mechanics; mechanics; structural dynamics; computational mechanics; nonlinear dynamics and stability; thermos–hydro–mechanical–chemical (THMC) coupling
(This special issue belongs to the Section E: Applied Mathematics)
Algorithmic Design for Control of Robotic Systems submission deadline 28 Feb 2027 | 1 articles | Viewed by 850 | Submission Open
Keywords: computational intelligence; robotic control systems; fuzzy logic and neural networks; digital twin; machine learning in robotics; hardware-in-the-loop (HIL); adaptive and intelligent control; path planning and navigation; autonomous systems
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Latest Advances in Intelligent Computing submission deadline 28 Feb 2027 | 1 articles | Viewed by 742 | Submission Open
Keywords: artificial intelligence; machine learning; deep learning; evolutionary algorithms; genetic programming; symbolic computation; explainable AI; intelligent data analysis; reinforcement learning; neuromorphic computing; optimization techniques; quantum computing; edge computing; IoT and AI integration; cybersecurity in intelligent computing
(This special issue belongs to the Section E: Applied Mathematics)
Research on Reaction–Diffusion Equations and Population Dynamics
edited by Hua Nie
submission deadline 28 Feb 2027 | 1 articles | Viewed by 708 | Submission Open
Keywords: reaction–diffusion model; population dynamics; spatial heterogeneity; biological invasion; predator-prey model; competition model; chemostat; coexistence; stability; pattern formation
(This special issue belongs to the Section C2: Dynamical Systems)
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