Special Issues

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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Soft Computing in Computational Intelligence and Machine Learning
edited by
submission deadline 26 Feb 2026 | Viewed by 147 | Submission Open
Keywords: mathematical modelling for complex systems; application of soft computing methods in logistics; AI-based process optimisation; soft computing in service systems; machine learning for economic process evaluation
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Advanced Statistical and Machine Learning Approaches for High-Dimensional Biomedical Data submission deadline 26 Feb 2026 | Viewed by 147 | Submission Open
Keywords: biomedical data analysis; statistical learning; machine learning; deep learning; high-dimensional data analysis; biostatistics; bioinformatics; predictive modeling; feature selection; dimensionality reduction
(This special issue belongs to the Section E3: Mathematical Biology)
Evolutionary Algorithms and Applications
edited by Sanyou Zeng
submission deadline 27 Feb 2026 | 4 articles | Viewed by 4393 | Submission Open
Keywords: evolutionary computation; evolutionary algorithms; genetic algorithms; multi-objective optimization; decision-making; real-world applications; theoretical analysis; hybrid evolutionary algorithms; computational intelligence; engineering; science; medicine; finance
(This special issue belongs to the Section E: Applied Mathematics)
Advancing Partial Differential Equations Solutions: Numerical Methods Meet Machine Learning
edited by
submission deadline 27 Feb 2026 | Viewed by 267 | Submission Open
Keywords: partial differential equations (PDEs); numerical methods; finite element method (FEM); machine learning; physics-informed neural networks (PINNs); inverse problems; data-driven methods; computational efficiency; numerical analysis
(This special issue belongs to the Section C1: Difference and Differential Equations)
Applied Mathematics in Supply Chain and Logistics
edited by
submission deadline 28 Feb 2026 | 13 articles | Viewed by 26870 | Submission Open
(This special issue belongs to the Section E5: Financial Mathematics)
Mathematical Computation in Knowledge Graph: Theories, Techniques, and Applications submission deadline 28 Feb 2026 | 4 articles | Viewed by 26242 | Submission Open
Keywords: mathematics and knowledge graph; knowledge graph construction; knowledge graph alignment; knowledge graph reasoning; knowledge graph querying; knowledge graph embedding; multimodal knowledge graph; multilingual knowledge graph; nlp and knowledge graph; data mining and knowledge graph; machine learning on graphs; question answering on knowledge graph; semantic search; ontology engineering; linked open data; knowledge graph applications in medicine; law; security; and smart grid
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advances in Statistical Analysis for Health, Finance, Industry and Digital Economy
edited by Lei Qin
submission deadline 28 Feb 2026 | 6 articles | Viewed by 25382 | Submission Open
Keywords: application of data mining; machine learning and optimization; generative AI; artificial intelligence in healthcare; health economics; bioinformatics; digital driven diagnostics and prognostics; option pricing; market microstructure; cryptocurrency; blockchain; digital economy; data assets
(This special issue belongs to the Section D1: Probability and Statistics)
Advances in Intelligent Computing, Machine Learning and Pattern Recognition
edited by Hwei Jen Lin and Ching-Ting Tu
submission deadline 28 Feb 2026 | 9 articles | Viewed by 13880 | Submission Open
Keywords: neural networks; convolutional networks; deep learning; big data analytics; computational intelligence; clustering algorithms; applied mathematics; matrix theory; evolutionary computing; optimization algorithms
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Heuristic Optimization and Machine Learning submission deadline 28 Feb 2026 | 5 articles | Viewed by 13477 | Submission Open
Keywords: heuristic optimization;; metaheuristics;; machine learning;; deep learning;; reinforcement learning;; neuro-evolution;; learnheuristics;; evolutionary algorithms;; global optimization;; combinatorial optimization
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advances in Trustworthy and Robust Artificial Intelligence
edited by Chen Zhao and Minglai Shao
submission deadline 28 Feb 2026 | 3 articles | Viewed by 11996 | Submission Open
Keywords: trustworthy AI; robust machine learning; explainable AI (XAI); distribution shift; out-of-distribution detection; uncertainty quantification
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Recent Studies in Differential Geometry and Its Applications
edited by
submission deadline 28 Feb 2026 | 11 articles | Viewed by 11474 | Submission Open
Keywords: differentiable manifold; (pseudo-)Riemannian metric; affine connection; soliton; vector field
(This special issue belongs to the Section B: Geometry and Topology)
Computational Methods and Algorithms for Multimedia Data Analysis and Security
edited by and
submission deadline 28 Feb 2026 | 5 articles | Viewed by 11052 | Submission Open
Keywords: multimedia computing; transfer learning; meta learning; continuous learning; model fine-tuning; model retraining; model reuse; representation learning; blockchain; federated learning
(This special issue belongs to the Section E: Applied Mathematics)
Mathematics for Visual Computing: Acquisition, Processing, Analysis and Rendering of Visual Information
edited by Bin Li
submission deadline 28 Feb 2026 | 6 articles | Viewed by 10529 | Submission Open
Keywords: computational methods in visual computing; acquisition of vision information; processing and analysis of vision information; representation and rendering of visual information; scientific/ information visualization; virtual and augmented reality; image-guided applications; explainable artificial intelligence based on visualization; mathematical modelling in visual computing
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advances in Mathematics: Equations, Algebra, and Discrete Mathematics
edited by
submission deadline 28 Feb 2026 | 4 articles | Viewed by 10087 | Submission Open
Keywords: primes; conjecture; analytic number theory; discrete mathematics; Diophantine equations; finite fields; approximation of constants; continued fractions; Ramanujan theories; algebraic equations; additive number theory; algebraic combinatorics; algebraic topology
(This special issue belongs to the Section C1: Difference and Differential Equations)
Applications of Time Series Analysis
edited by
submission deadline 28 Feb 2026 | 3 articles | Viewed by 9978 | Submission Open
Keywords: time series models; ARMA model; ARCH model; leverage; long memory; nonlinear time series; forecasting methods; portmanteau tests; autocorrelation function; time-varying parameters; machine learning models; neural networks; temporal data mining; cryptocurrency analysis
(This special issue belongs to the Section D1: Probability and Statistics)
Statistical Methods in Bioinformatics and Health Informatics
edited by Cheng Zheng
submission deadline 28 Feb 2026 | 5 articles | Viewed by 9544 | Submission Open
Keywords: bioinformatics; precision medicine; health informatics; big data; electronic health records; artificial intelligence; highly dimensional data; machine learning; distributed learning; federated learning; online learning; genomics; transcriptomics; proteomics; metabolomics; radiomics; microbiomics; computational biology
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Application of Mathematical Method and Models in Dynamic System, 2nd Edition
edited by
submission deadline 28 Feb 2026 | 8 articles | Viewed by 8310 | Submission Open
Keywords: mathematical models; dynamic systems; bifurcations; chaotic behavior; controllability; integrability; numerical methods; numerical simulations; stability
(This special issue belongs to the Section C2: Dynamical Systems)
Recent Investigations of Differential and Fractional Equations and Inclusions, 3rd Edition
edited by
submission deadline 28 Feb 2026 | 6 articles | Viewed by 7794 | 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 7229 | Submission Open
Keywords: multi-objective optimization; optimization methods; optimization applications; innovative methods and algorithms
(This special issue belongs to the Section E: Applied Mathematics)
Advances in Statistics, Biostatistics and Medical Statistics
edited by Tiago Dias Domingues
submission deadline 28 Feb 2026 | 4 articles | Viewed by 5987 | 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)
New Advances in Fuzzy Logic and Fuzzy Systems submission deadline 28 Feb 2026 | 3 articles | Viewed by 5933 | 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 5779 | 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)
Mathematical Models for Fault Detection and Diagnosis
edited by Jinsong Yang
submission deadline 28 Feb 2026 | 3 articles | Viewed by 5608 | 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)
Mathematical Methods for Image Processing and Understanding
edited by , Ivan Gerace and
submission deadline 28 Feb 2026 | 5 articles | Viewed by 5549 | 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)
Mathematics, Computer Programming, and Artificial Intelligence in 2D and 3D Software submission deadline 28 Feb 2026 | 1 articles | Viewed by 5380 | 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)
Intelligent Computing with Applications in Computer Vision
edited by , and Fangyuan Li
submission deadline 28 Feb 2026 | 3 articles | Viewed by 4599 | 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)
Mathematical Epidemiological Models: Classical and Interdisciplinary Applications
edited by Till D. Frank
submission deadline 28 Feb 2026 | 5 articles | Viewed by 4237 | 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 Numerical Analysis of Partial Differential Equations
edited by Gang Li
submission deadline 28 Feb 2026 | 4 articles | Viewed by 4235 | 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 4024 | 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)
Advances in Decision Making, Control, and Optimization
edited by Chuangchuang Sun
submission deadline 28 Feb 2026 | 1 articles | Viewed by 3958 | 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 3612 | Submission Open
Keywords: spatial statistics; spatial modeling; spatial analysis
(This special issue belongs to the Section D1: Probability and Statistics)
Mathematical Modelling of Nonlinear Dynamical Systems submission deadline 28 Feb 2026 | 4 articles | Viewed by 3474 | 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)
Uncertainty Theory and Applications
edited by Zhe Liu and
submission deadline 28 Feb 2026 | 2 articles | Viewed by 3334 | 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)
Modern Trends in Nonlinear Dynamics in Ocean Engineering
edited by and Yaxin Zhen
submission deadline 28 Feb 2026 | 2 articles | Viewed by 3050 | 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 2952 | 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 2834 | 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 2642 | 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 2549 | 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 | 2 articles | Viewed by 2346 | 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)
Advances in Statistical Modeling: Copulas, Large Sample Theory and Applications
edited by
submission deadline 28 Feb 2026 | 1 articles | Viewed by 2299 | 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)
Artificial Intelligence Security and Machine Learning
edited by Xuemei Xu
submission deadline 28 Feb 2026 | 1 articles | Viewed by 2266 | 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)
Bioinformatics, Computational Theory and Intelligent Algorithms
edited by , Surajit Ray, Emanuele Zappala and
submission deadline 28 Feb 2026 | 2 articles | Viewed by 2115 | 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 2011 | 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)
Computation, Modeling and Algorithms for Control Systems submission deadline 28 Feb 2026 | 1 articles | Viewed by 1892 | 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)
Inverse Problems in Science and Engineering submission deadline 28 Feb 2026 | 2 articles | Viewed by 1883 | 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)
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 1792 | 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 1763 | 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 1599 | 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 1497 | 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)
Theoretical and Computational Fluid Mechanics and Heat Transfer
edited by Pedro Vayssiere Brandão
submission deadline 28 Feb 2026 | 1 articles | Viewed by 1312 | Submission Open
Keywords: computational fluid mechanics; computational heat transfer; numerical analysis
(This special issue belongs to the Section C1: Difference and Differential Equations)
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