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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 Investigations of Differential and Fractional Equations and Inclusions, 3rd Edition
edited by
submission deadline 28 Feb 2026 | 6 articles | Viewed by 7631 | Submission Open
Keywords: differential equations; differential inclusions; fuzzy differential and integral equations; fractional differential equations; difference equations; dynamical models
(This special issue belongs to the Section C1: Difference and Differential Equations)
Multi-Objective Optimization and Applications submission deadline 28 Feb 2026 | 4 articles | Viewed by 7049 | Submission Open
Keywords: multi-objective optimization; optimization methods; optimization applications; innovative methods and algorithms
(This special issue belongs to the Section E: Applied Mathematics)
New Advances in Fuzzy Logic and Fuzzy Systems submission deadline 28 Feb 2026 | 3 articles | Viewed by 5844 | Submission Open
Keywords: fuzzy sets; fuzzy systems; dynamic systems; control; fractional systems
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Mathematical Methods Applied in Artificial Intelligence and Multi-Agent Systems, 2nd Edition
edited by and
submission deadline 28 Feb 2026 | 3 articles | Viewed by 5666 | Submission Open
Keywords: machine learning; multi-agent systems and control; distributed optimization; robust and intelligent control; data-based model identification
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advances in Statistics, Biostatistics and Medical Statistics
edited by Tiago Dias Domingues
submission deadline 28 Feb 2026 | 4 articles | Viewed by 5660 | Submission Open
Keywords: biostatistics; epidemiology; statistical methods applied to medicine; serological data analysis; statistical inference
(This special issue belongs to the Section D1: Probability and Statistics)
Mathematical Models for Fault Detection and Diagnosis
edited by Jinsong Yang
submission deadline 28 Feb 2026 | 3 articles | Viewed by 5406 | Submission Open
Keywords: mathematical models; fault detection; diagnosis; computational methods; system reliability; failure analysis; structural health monitoring; damage detection
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Mathematics, Computer Programming, and Artificial Intelligence in 2D and 3D Software submission deadline 28 Feb 2026 | 1 articles | Viewed by 5278 | Submission Open
Keywords: mathematics; programming; artificial intelligence; coding; industry 5.0; 2D and 3D software; open-source; digital; addons
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematical Methods for Image Processing and Understanding
edited by , Ivan Gerace and
submission deadline 28 Feb 2026 | 5 articles | Viewed by 5261 | Submission Open
Keywords: image processing; feature extraction and selection; pattern recognition; mathematical methods; regularization techniques; inverse problems in imaging
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Intelligent Computing with Applications in Computer Vision
edited by , and Fangyuan Li
submission deadline 28 Feb 2026 | 3 articles | Viewed by 4452 | Submission Open
Keywords: image processing; computer vision; neural networks; machine learning; deep learning; artificial intelligence; computational intelligence
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advances in Numerical Analysis of Partial Differential Equations
edited by Gang Li
submission deadline 28 Feb 2026 | 4 articles | Viewed by 4107 | Submission Open
Keywords: high-order accuracy; partial differential equations; physical-constraint-preserving property; science and engineering
(This special issue belongs to the Section C1: Difference and Differential Equations)
New Challenges in Time Series and Statistics
edited by Danna Zhang
submission deadline 28 Feb 2026 | 2 articles | Viewed by 3949 | Submission Open
Keywords: time series analysis; dependence structure; causality; dynamic models; non-stationarity; non-linearity; high dimensionality; robust analysis; prediction; resampling; statistical inference; hypothesis testing
(This special issue belongs to the Section E: Applied Mathematics)
Mathematical Epidemiological Models: Classical and Interdisciplinary Applications
edited by Till D. Frank
submission deadline 28 Feb 2026 | 4 articles | Viewed by 3884 | Submission Open
Keywords: mathematical epidemiology; infectious diseases; interdisciplinary applications; computer viruses; rumor dynamics; racism dynamics; drug epidemics; voter dynamics; sales dynamics; viral marketing dynamics
(This special issue belongs to the Section E3: Mathematical Biology)
Advances in Decision Making, Control, and Optimization
edited by Chuangchuang Sun
submission deadline 28 Feb 2026 | 1 articles | Viewed by 3801 | Submission Open
Keywords: dynamic programming and reinforcement learning; robust; adaptive; and uncertainty-aware decision-making and control; machine learning and artificial intelligence in decision-making; learning to optimize; including combinational and nonconvex optimization; large-scale optimization; differentiable optimization; including nonconvex and bilevel; learning-based control; ensemble control with fast adaptation; DEMACO with humans in the loop; safety-critical decision-making and control; casual decision-making; multiagent systems
(This special issue belongs to the Section D: Statistics and Operational Research)
Spatial Statistics: Methods and Applications
edited by Hanchen Yu
submission deadline 28 Feb 2026 | 2 articles | Viewed by 3336 | Submission Open
Keywords: spatial statistics; spatial modeling; spatial analysis
(This special issue belongs to the Section D1: Probability and Statistics)
Uncertainty Theory and Applications
edited by Zhe Liu and
submission deadline 28 Feb 2026 | 2 articles | Viewed by 3202 | Submission Open
Keywords: uncertainty theory; uncertain differential equations; reliability; fuzzy logic; Bayesian statistics; decision-making; multi-agent; uncertainty theory; uncertain dynamic systems; uncertain statistics; uncertain programming; uncertain logic; uncertain differential equation; uncertain inference
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Mathematical Modelling of Nonlinear Dynamical Systems submission deadline 28 Feb 2026 | 3 articles | Viewed by 3106 | Submission Open
Keywords: theoretical developments; computational methods; control and optimization; interdisciplinary research; artificial intelligence; machine learning; big data; fractional-order dynamical systems; dynamical systems; bifurcation analysis; chaotic behavior; fractional order systems; iterative dynamics; ordinary differential equations; partial differential equations; numerical methods  
(This special issue belongs to the Section C2: Dynamical Systems)
Modern Trends in Nonlinear Dynamics in Ocean Engineering
edited by and Yaxin Zhen
submission deadline 28 Feb 2026 | 2 articles | Viewed by 2967 | Submission Open
Keywords: nonlinear dynamics; vibration and control; ocean engineering; engineering dynamics; intelligent design; marine noise; intelligent algorithm; numerical analysis
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Coding Theory and the Impact of AI
edited by Yansheng Wu and Shangdong Yang
submission deadline 28 Feb 2026 | 2 articles | Viewed by 2876 | Submission Open
Keywords: coding theory; sequences; artificial intelligence; machine learning; cryptography; information security; data transmission
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Recent Advances in Dynamic Equations on Time Scales
edited by Tom Cuchta
submission deadline 28 Feb 2026 | 3 articles | Viewed by 2710 | Submission Open
Keywords: time scale calculus; dynamic equation; difference equation; q-calculus
(This special issue belongs to the Section C1: Difference and Differential Equations)
AI in Game Theory: Theory and Applications submission deadline 28 Feb 2026 | 1 articles | Viewed by 2541 | Submission Open
Keywords: artificial intelligence; Game Theory; decision-making; evolutionary algorithm; Pareto front; machine learning
(This special issue belongs to the Section E5: Financial Mathematics)
Computational Fluid Dynamics, 3rd Edition submission deadline 28 Feb 2026 | 2 articles | Viewed by 2451 | Submission Open
Keywords: computational fluid dynamics; numerical methods; turbulence; machine learning; high-performance computing; GPU acceleration; quantum CFD; validation and verification; multiphase flows; applied fluid mechanics
(This special issue belongs to the Section C2: Dynamical Systems)
AI Security and Edge Computing in Distributed Edge Systems
edited by Kongyang Chen, Hongyang Yan and Yatie Xiao
submission deadline 28 Feb 2026 | 1 articles | Viewed by 2280 | Submission Open
Keywords: edge computing; artificial intelligence; AI security; distributed systems; privacy preservation; machine learning; distributed learning; federated learning; edge-to-cloud communication; large-language model
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Artificial Intelligence Security and Machine Learning
edited by Xuemei Xu
submission deadline 28 Feb 2026 | 1 articles | Viewed by 2236 | Submission Open
Keywords: artificial intelligence; machine learning; AI security; cryptography; adversarial machine learning; network security; fuzzy logic; risk analysis; bio-inspired algorithms; chaos theory
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advances in Statistical Modeling: Copulas, Large Sample Theory and Applications
edited by
submission deadline 28 Feb 2026 | 1 articles | Viewed by 2214 | Submission Open
Keywords: copula theory; mixing structure; large sample theory; copula-based Markov chains; new estimation methods
(This special issue belongs to the Section D1: Probability and Statistics)
Bioinformatics, Computational Theory and Intelligent Algorithms
edited by , Surajit Ray, Emanuele Zappala and
submission deadline 28 Feb 2026 | 2 articles | Viewed by 2072 | Submission Open
Keywords: artificial intelligence; machine learning; computational algorithms; bioinformatics; big data
(This special issue belongs to the Section E1: Mathematics and Computer Science)
New Perspectives in Harmonic Analysis
edited by Stephen Casey
submission deadline 28 Feb 2026 | 2 articles | Viewed by 1886 | Submission Open
Keywords: shannon sampling; irregular sampling; interpolation theory; Gabor systems; wavelets; frame theory; information theory; deep learning
(This special issue belongs to the Section E: Applied Mathematics)
Inverse Problems in Science and Engineering submission deadline 28 Feb 2026 | 2 articles | Viewed by 1802 | 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)
Computation, Modeling and Algorithms for Control Systems submission deadline 28 Feb 2026 | 1 articles | Viewed by 1756 | Submission Open
Keywords: perception and sensor fusion; path planning and navigation; robot kinematics and dynamics; control systems; edge artificial intelligence
(This special issue belongs to the Section C2: Dynamical Systems)
Nonparametric and Semiparametric Approaches in Statistical Inference and Data Science: Theory, Methods and Applications
edited by
submission deadline 28 Feb 2026 | 1 articles | Viewed by 1751 | Submission Open
Keywords: nonparametric statistics; semiparametric statistical methods; curve estimation; multivariate analysis; statistical algorithms and machine learning; resampling methods; distribution-free techniques
(This special issue belongs to the Section D1: Probability and Statistics)
Recent Computational Techniques to Forecast Cryptocurrency Markets
edited by
submission deadline 28 Feb 2026 | 1 articles | Viewed by 1602 | Submission Open
Keywords: cryptocurrencies; blockchain; artificial intelligence; machine learning
(This special issue belongs to the Section E5: Financial Mathematics)
Big Data Analysis, Computing and Applications submission deadline 28 Feb 2026 | 1 articles | Viewed by 1477 | Submission Open
Keywords: big data; big data analysis; big data visualization; data mining; machine learning; deep learning; computer vision
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Artificial Intelligence Techniques in the Financial Services Industry submission deadline 28 Feb 2026 | 1 articles | Viewed by 1413 | 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)
Computational Fluid Dynamics and Its Related Applications submission deadline 28 Feb 2026 | Viewed by 1289 | 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)
Theoretical and Computational Fluid Mechanics and Heat Transfer
edited by Pedro Vayssiere Brandão
submission deadline 28 Feb 2026 | 1 articles | Viewed by 1265 | Submission Open
Keywords: computational fluid mechanics; computational heat transfer; numerical analysis
(This special issue belongs to the Section C1: Difference and Differential Equations)
Fuzzy Sets and Fuzzy Algebras
edited by Jean Bernard Nganou
submission deadline 28 Feb 2026 | 1 articles | Viewed by 1123 | Submission Open
Keywords: Boolean algebras; MV-algebras; BL-algebras; MTL-algebras; Gö del algebras; residuated lattices; circuit switching
(This special issue belongs to the Section A: Algebra and Logic)
Statistical Modelling and Time Series Analysis: Theory and Multidisciplinary Application
edited by
submission deadline 28 Feb 2026 | 1 articles | Viewed by 969 | Submission Open
Keywords: machine learning; statistical modeling; time series analysis; time series classification; forecasting; risk analysis; time-varying parameters; temporal data mining; signal processing; computational analysis
(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 28 Feb 2026 | 1 articles | Viewed by 957 | 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)
Stochastic Processes and Queuing Models in Operations Research, Logistics, and Inventory
edited by
submission deadline 28 Feb 2026 | Viewed by 726 | Submission Open
Keywords: inventory; logistics; applied probability; stochastic processes; queueing systems
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Numerical Methods and Analysis for Partial Differential Equations
edited by Cesáreo González
submission deadline 28 Feb 2026 | 1 articles | Viewed by 657 | Submission Open
Keywords: exponential numerical methods; pseudospectral methods; finite element methods; finite difference methods; physical and chemistry models; economic models; qualitative properties of the models; numerical methods for evolution equations; qualitative properties of the numerical methods
(This special issue belongs to the Section C1: Difference and Differential Equations)
Recent Advances in Machine Learning Methods for Medical Imaging Analysis submission deadline 28 Feb 2026 | 1 articles | Viewed by 625 | Submission Open
Keywords: machine learning; medical imaging analysis; computer vision; deep learning; supervised learning; unsupervised learning; self-supervised learning; semi-supervised learning; classification; segmentation; registration; detection; attention; vision transformer
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematical Modeling and Analysis in Pattern Recognition and Computer Vision submission deadline 28 Feb 2026 | Viewed by 624 | 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)
Geometry, Topology, Manifolds and Their Applications
edited by Shihshu Walter Wei and En-Bing Lin
submission deadline 28 Feb 2026 | Viewed by 609 | Submission Open
Keywords: Riemannian geometry; curvature and topology; complex geometry; p-harmonic geometry
(This special issue belongs to the Section B: Geometry and Topology)
Memristor-Based Systems for Cryptography and Artificial Intelligence
edited by
submission deadline 28 Feb 2026 | 1 articles | Viewed by 607 | Submission Open
Keywords: memristor; encryption; true random number; hardware security; neuromorphic; cryptography; information security
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Data Protection and Communication Security in the Industrial Internet of Things and Smart Manufacturing
edited by
submission deadline 28 Feb 2026 | 1 articles | Viewed by 594 | 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)
Symmetry Methods for Differential Equations submission deadline 28 Feb 2026 | Viewed by 458 | Submission Open
Keywords: invariant functions and the reduction of differential equations; generalized; hidden and nonlocal symmetries; variational symmetries for regular and singular dynamical systems; the effects of Dirac's constraint on variational symmetries; new techniques and innovative methods (computational tools; algebraic tools; etc.) for the treatment of symmetry analysis for nonlinear differential equations; the classification of differential equations and its relation to other methods for the construction of solutions; applications of symmetry analysis in all areas of applied mathematics
(This special issue belongs to the Section C1: Difference and Differential Equations)
Statistics and Machine Learning in Mathematical Sciences
edited by Hailiang Du
submission deadline 28 Feb 2026 | Viewed by 457 | Submission Open
Keywords: statistical methods; machine learning; applied mathematics; data analysis; deep learning; uncertainty quantification; statistical inference; Bayesian methods
(This special issue belongs to the Section E: Applied Mathematics)
Fuzzy Numbers, Fuzzy Difference Equations, Fuzzy Differential Equations and Their Applications submission deadline 28 Feb 2026 | Viewed by 367 | 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)
Recent Advances in Quantum Optimization
edited by
submission deadline 28 Feb 2026 | Viewed by 344 | Submission Open
Keywords: quantum optimization; optimization; operations research; quantum computing
(This special issue belongs to the Section E: Applied Mathematics)
Advances in Data-Driven Decision-Making and Optimization
edited by Jun Wang
submission deadline 28 Feb 2026 | Viewed by 323 | Submission Open
Keywords: data-driven decision-making; multi-attribute decision-making; fuzzy sets theory; decision-making with uncertainties; optimization methods
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
AI-Driven Automated Stock Market Forecasting: Mathematical Models and Applications submission deadline 28 Feb 2026 | Viewed by 300 | Submission Open
Keywords: accounting; artificial intelligence; artificial intelligence-driven stock market predictions; artificial intelligence-driven demand forecasting; artificial intelligence-driven predictive analytics in finance; artificial intelligence in procurement; artificial intelligence in stock market; artificial intelligence stock prediction software; artificial intelligence powered trading system; advanced techniques; algorithmic strategies; algorithmic trading; asset management; auditing; business counseling; business environment; business excellence; business performance; business process management; customer behavior; deep learning; diversification artificial intelligence-driven portfolio management; dynamic growth; human intuition; financial modeling and forecasting; forecast markets; fraud detection; machine learning; mathematical techniques; mitigate risks; portfolio management; predictive analytics in finance; procurement analytics; profitability; real time data and automation; risk management; smart finance; sustainable development goals; statistical techniques; stock market index; stock price predictions; trading efficiency
(This special issue belongs to the Section E5: Financial Mathematics)
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