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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Recent Advances in Graph Theory, Applications and Related Topics submission deadline 20 Nov 2025 | 1 articles | Viewed by 772 | Submission Open
Keywords: connectivity; cages; extremal problems; mutual visibility; coalition; domination; Roman domination
(This special issue belongs to the Section E: Applied Mathematics)
Modeling, Control and Optimization of Biological Systems
edited by
submission deadline 20 Nov 2025 | 1 articles | Viewed by 581 | Submission Open
Keywords: ecological modeling; mutiscale immuno-epidemiologial models; parameter identifiaction; disease-informed neural networks; optimal control theory
(This special issue belongs to the Section E3: Mathematical Biology)
Securing the Future: Computational Innovations in IoT Network Resilience and Security
edited by Hu Yuan
submission deadline 20 Nov 2025 | 1 articles | Viewed by 518 | Submission Open
Keywords: IoT network; communication and networking; secure computing; cyber-physical systems; cyber security; privacy and security
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Innovations in Cloud Computing and Machine Learning Applications
edited by Amal Alhosban and
submission deadline 20 Nov 2025 | 1 articles | Viewed by 430 | Submission Open
Keywords: cloud computing; machine learning; scalability; data processing; resource optimization; edge computing
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Hybrid Modeling and Digital Twins in Supply Chain Management
edited by Ehsan Badakhshan and
submission deadline 20 Nov 2025 | Viewed by 332 | Submission Open
Keywords: digital twin; supply chain; hybrid modeling; simulation; optimization; machine learning
(This special issue belongs to the Section E: Applied Mathematics)
Advances in Functional Analysis and Approximation Theory
edited by Ju Myung Kim
submission deadline 20 Nov 2025 | Viewed by 179 | Submission Open
Keywords: approximation property; approximate identity; Banach space; operator ideal; tensor norm; Banach algebra; operator theory
(This special issue belongs to the Section E: Applied Mathematics)
Advanced Geostatistics and Data Analysis: Novel Mathematical Methods and Their Applications
edited by , Weisheng Hou and Shaoqun Dong
submission deadline 20 Nov 2025 | Viewed by 164 | Submission Open
Keywords: geostatistics; stochastic simulation; multiple-point statistics; spatial– temporal modeling; high-dimensional data analysis; machine learning
(This special issue belongs to the Section D1: Probability and Statistics)
Artificial Intelligence Algorithms in Magnetohydrodynamics and Computational Astrophysics
edited by Sayantan Auddy and Ramit Dey
submission deadline 20 Nov 2025 | Viewed by 114 | Submission Open
Keywords: magnetohydrodynamics (MHD); parameter inference; physics-informed neural networks (PINNs); surrogate models; generative models; neural operators; self-gravitating systems; accelerated numerical simulations; data assimilation; astrophysical modeling
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advances in Algebraic Structures: Representation Theory and Lie Groups
edited by Guy Biyogmam
submission deadline 24 Nov 2025 | 2 articles | Viewed by 1389 | Submission Open
Keywords: algebraic structures; algebraic groups; lie groups; lie algebras; representation theory; root systems; coxeter groups; characteristic classes; flag varieties; quantum groups; holonomy; variational methods
Research on Computational Geometry and Computer Graphics
edited by Shiqing Xin
submission deadline 25 Nov 2025 | 2 articles | Viewed by 5191 | Submission Open
Keywords: computational geometry; computer graphics; geometric algorithms; shape optimization; geometric deep learning
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Causal Discovery and Its Applications
edited by
submission deadline 25 Nov 2025 | Viewed by 136 | Submission Open
Keywords: causal discovery; causal inference; independence test; conditional independence test; causality-inspired machine learning; causality-inspired bioinformatics
(This special issue belongs to the Section D1: Probability and Statistics)
Deep Neural Networks: Theory, Algorithms and Applications
edited by , Vianey Guadalupe Cruz Sánchez and
submission deadline 30 Nov 2025 | 8 articles | Viewed by 18504 | Submission Open
Keywords: deep learning; convolutional neural networks; deep believe networks; deep reinforcement learning; generative adversarial networks; recursive neural networks; transformers
(This special issue belongs to the Section E: Applied Mathematics)
Optimization and Simulation in Mechanical Engineering and Computer Aided Design submission deadline 30 Nov 2025 | 5 articles | Viewed by 16496 | Submission Open
Keywords: topology optimization; simulation and optimization; applied mathematics; parametric modelling; complex curves and surfaces; mechanical engineering processes; computer aided design and applications; artificial intelligence algorithms
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Application of Mathematical Methods to Transportation: Modeling and Analysis
edited by and Qi Cao
submission deadline 30 Nov 2025 | 10 articles | Viewed by 15507 | Submission Open
Keywords: transportation modeling and analysis; traffic flow prediction and control; vehicle routing; public transportation scheduling; multimodal transportation system simulation; passenger demand fluctuations; travel time variability; network resilience
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Advanced Applications of Mathematical Modeling and Optimization in Logistics and Manufacturing
edited by Jose Antonio Marmolejo-Saucedo
submission deadline 30 Nov 2025 | 9 articles | Viewed by 13701 | Submission Open
Keywords: mathematical programming; deep neural network; stochastic optimization; combinatorial optimization; digital supply chain twins; optimization of supply chain; heuristics and metaheuristics; robust optimization; forecasting; machine learning; optimization applications; high-performance computing; green supply chain; packing problems optimization; fuzzy systems; discrete event simulation; dynamic systems
(This special issue belongs to the Section E: Applied Mathematics)
Theoretical and Applied Mathematics in Supply Chain Management
edited by
submission deadline 30 Nov 2025 | 8 articles | Viewed by 11048 | Submission Open
Keywords: LARG— lean; agile; resilient; and green; supply chain modelling and optimization; demand forecasting; inventory management; logistics and transportation; reverse and closed-loop supply chains; supply chain coordination
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Mathematical Techniques and New ITs for Smart Manufacturing Systems
edited by Kai Ding and
submission deadline 30 Nov 2025 | 5 articles | Viewed by 9831 | Submission Open
Keywords: smart manufacturing system; cyber-physical production system; smart production management; 3D printing and additive manufacturing; low carbon manufacturing; mathematical planning; statistical learning; industrial internet of things; cloud-edge interplay; digital twins; deep learning; blockchain
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Fuzzy Sets, Fuzzy Numbers, Fuzzy Modeling, and Their Applications in Management and Engineering, 2nd Edition submission deadline 30 Nov 2025 | 7 articles | Viewed by 8960 | Submission Open
Keywords: decision-making problem analysis; fuzzy sets theory; fuzzy MCDM; fuzzy logic
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Advances in Statistical Methods with Applications
edited by Mohamed T. Madi and Mohammad Z. Raqab
submission deadline 30 Nov 2025 | 6 articles | Viewed by 7647 | Submission Open
Keywords: big data and analysis; machine learning; mathematical modelling; stochastic modeling; Monte Carlo simulations; measures of divergence and entropy; optimization models; Bayesian analysis; biostatistical applications; entropy and information measures
(This special issue belongs to the Section D1: Probability and Statistics)
Intelligent Optimization and Control Modeling in Power and Energy System
edited by Yuan Cao, Chunsheng Wang and Liqing Liao
submission deadline 30 Nov 2025 | 6 articles | Viewed by 7188 | Submission Open
Keywords: power and energy system; battery System; intelligent optimization; control algorithm; data-driven modeling; modeling and simulation technologies
(This special issue belongs to the Section E: Applied Mathematics)
Mathematical Methods and Operation Research in Planning, Scheduling and Supply Chain Operations Management
edited by Daniel A. Rossit and
submission deadline 30 Nov 2025 | 5 articles | Viewed by 6805 | Submission Open
Keywords: operations research; production planning; supply chain; optimization; operations Management; decision making
(This special issue belongs to the Section E: Applied Mathematics)
Advances in Machine Learning Applied to Financial Economics
edited by Saejoon Kim
submission deadline 30 Nov 2025 | 2 articles | Viewed by 6778 | Submission Open
Keywords: machine learning; deep learning; generative artificial intelligence; representation learning; asset pricing models and asset price dynamics; arbitrage pricing; option pricing; equilibrium-based pricing; high-frequency trading; optimal asset allocation and portfolios; factor models; latent factors; time series prediction; risk management; value at risk; volatility estimation; cross section of returns
(This special issue belongs to the Section E5: Financial Mathematics)
Advanced Information and Signal Processing: Models and Algorithms
edited by and
submission deadline 30 Nov 2025 | 3 articles | Viewed by 6572 | Submission Open
Keywords: information processing; signal processing; wireless communications; pattern recognition; network security; computer security; cryptography; biometrics; data mining; knowledge discovery; parallel computing; neural networks; fuzzy logic; image processing; information propagation; opinion spread; multimedia computing; ubiquitous computing; edge computing
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Information Security and Image Processing
edited by and Ya-Fen Chang
submission deadline 30 Nov 2025 | 6 articles | Viewed by 6071 | Submission Open
Keywords: information security; cryptography; block chain; person re-identification; face forgery detection; image processing; privacy preserving; deep fake detection; steganography; watermarking; steganalysis; IoT security; wireless security; network security; medical image processing
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Financial Econometrics and Machine Learning
edited by Chihwa Kao and
submission deadline 30 Nov 2025 | 4 articles | Viewed by 5903 | Submission Open
Keywords: machine learning; financial econometrics; asset pricing models; portfolio optimization; volatility modeling; investment decision-making; derivatives; risk management; credit analysis; financial forecasting; model validation; robustness; random matrix theory
(This special issue belongs to the Section E5: Financial Mathematics)
Exploring Statistical Learning: Inference, Optimization, and Real-World Applications
edited by Carmela Iorio
submission deadline 30 Nov 2025 | 7 articles | Viewed by 5845 | Submission Open
Keywords: statistical learning; inference; optimization; real-world applications; data analysis; predictive modeling; machine learning; supervised learning; unsupervised learning; deep learning; computational statistics; model evaluation; decision-making; data-driven solutions
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematical Modeling and Simulation of Oscillatory Phenomena, 2nd Edition submission deadline 30 Nov 2025 | 6 articles | Viewed by 5775 | Submission Open
Keywords: mathematical model; oscillation; dynamical system; delay
(This special issue belongs to the Section C2: Dynamical Systems)
Knowledge- and Learning-Driven Meta-Heuristics for Addressing Complex Optimization and Scheduling Problems
edited by Yaping Fu, , and Ponnuthurai Nagaratnam Suganthan
submission deadline 30 Nov 2025 | 5 articles | Viewed by 5525 | Submission Open
Keywords: swarm intelligence; evolutionary algorithms; multi-objective and multi-task optimization; meta-heuristic algorithms; dynamic optimization; machine learning; production scheduling; energy-efficiency scheduling; heath care center scheduling and routing optimization; traffic signal control; optimization; and scheduling; vehicle routing problems; port planning and scheduling; unmanned vehicles/unmanned surface vessels task assignment and routing planning; project; grid/cloud; and smart city/building scheduling; sustainability and green scheduling; emerging real-world combinatorial optimization
(This special issue belongs to the Section E: Applied Mathematics)
Computational Intelligence and Evolutionary Algorithms
edited by Mohammadhassan Tayaraninajaran
submission deadline 30 Nov 2025 | 2 articles | Viewed by 5063 | Submission Open
Keywords: machine learning; neural networks; deep learning; fuzzy systems; evolutionary algorithms; swarm intelligence; decision making
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advanced Numerical and Computational Methods for Engineering and Applied Mathematical Problems, 2nd Edition submission deadline 30 Nov 2025 | 5 articles | Viewed by 5046 | Submission Open
Keywords: numerical methods; computational methods; machine learning; differential equations; inverse problems; engineering problems; computational mechanics; mathematical problems; coupled problems; numerical simulations; meshfree methods; finite element methods; radial basis functions methods; multiscale material modeling; machine learning methods; structural dynamics; material modelling; computational mechanics; fluid-structure interaction
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Soft Computing and Fuzzy Mathematics: New Advances and Applications
edited by Nebojša Ralević
submission deadline 30 Nov 2025 | 4 articles | Viewed by 4545 | Submission Open
Keywords: fuzzy metric and topological spaces; fixed point theory; image analysis and digital and computational geometry and topology; fuzzy and crisp shape recognition and analysis; uncertainty in geometries
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Econophysics, Financial Markets, and Artificial Intelligence
edited by
submission deadline 30 Nov 2025 | 2 articles | Viewed by 4347 | Submission Open
Keywords: econophysics; agent-based modeling; financial markets; machine learning; neural networks; reinforcement learning; market prediction; algorithmic trading; computational finance; nonlinear dynamics
(This special issue belongs to the Section E5: Financial Mathematics)
System Reliability and Quality Management in Industrial Engineering, 2nd Edition
edited by Xian Zhao and
submission deadline 30 Nov 2025 | 3 articles | Viewed by 4305 | Submission Open
Keywords: system reliability; reliability modeling; reliability analysis; maintenance policy; operation policy; quality management; quality control; stochastic models; Markov and semi-Markov models
(This special issue belongs to the Section D1: Probability and Statistics)
Application of Mathematical Modeling and Simulation to Transportation submission deadline 30 Nov 2025 | 3 articles | Viewed by 4187 | Submission Open
Keywords: intelligent transportation systems (ITSs); mathematical modeling; optimization; sustainable transportation; traffic flow theory; transportation challenges; transportation infrastructure; transportation networks
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Mathematical Modelling and Optimization of Service Supply Chain, 2nd Edition
edited by
submission deadline 30 Nov 2025 | 4 articles | Viewed by 4107 | Submission Open
Keywords: supply chain; service science; mathematical modeling; optimization; complex system; game theory; mathematical and numerical analysis of networks; operations management
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Special Functions with Applications
edited by
submission deadline 30 Nov 2025 | 3 articles | Viewed by 3465 | Submission Open
Keywords: special functions; Airy function; Bessel function; Fresnel; Hankel; Kelvin; Lambert; Mathieu; etc.; functions; hypergeometric functions; orthogonal polynomials Functions relating to the gamma function (fractional calculus functions); differential equations; integral transforms; mathematical physics computational methods; quantum mechanics; signal processing; fluid dynamics; statistical mechanics; applied mathematics; numerical techniques
Chaos Theory and Complexity
edited by Efthymia Meletlidou
submission deadline 30 Nov 2025 | 4 articles | Viewed by 3390 | Submission Open
Keywords: chaos; dynamical system; complexity; nonlinear dynamics
(This special issue belongs to the Section E4: Mathematical Physics)
Mathematical Logic and Foundations of Mathematics submission deadline 30 Nov 2025 | 3 articles | Viewed by 2548 | Submission Open
Keywords: set theory; alternative axioms; consistency; primitive recursive arithmetic; set with atoms; axiom of choice; finitely supported sets; logic in computer science; applications of logic
(This special issue belongs to the Section E: Applied Mathematics)
AI Advances in Edge Computing
edited by Qun Wang
submission deadline 30 Nov 2025 | 1 articles | Viewed by 1944 | Submission Open
Keywords: edge AI; GenAI security; sparsity pruning; network compression; convolutional neural networks; edge computing; large language models; mixed sparsity
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Variational Problems and Applications, 3rd Edition
edited by
submission deadline 30 Nov 2025 | 2 articles | Viewed by 1601 | Submission Open
Keywords: optimization problems; optimal control; variational problems; well-posedness; partial differential equations; generalized convexity; dynamical systems
(This special issue belongs to the Section C2: Dynamical Systems)
Advances in Computational Electromagnetics and Its Applications
edited by and
submission deadline 30 Nov 2025 | 1 articles | Viewed by 1597 | Submission Open
Keywords: electromagnetics; simulation; multi-field coupling; artificial intelligence
(This special issue belongs to the Section E: Applied Mathematics)
Linear Elliptic PDEs
edited by and Falko Baustian
submission deadline 30 Nov 2025 | 1 articles | Viewed by 1510 | Submission Open
Keywords: linear elliptic PDEs; regularity theory; eigenvalue problems; numerical analysis of PDE algorithms; machine learning for PDEs; quantum algorithms for PDEs
(This special issue belongs to the Section C1: Difference and Differential Equations)
Advancements in Applied Mathematics for Economic Data Analytics: Models, Methods, and Applications
edited by Alessandro Mazzoccoli, and
submission deadline 30 Nov 2025 | 1 articles | Viewed by 1504 | Submission Open
Keywords: mathematical models; applied mathematics; mathematical models for economics; mathematical models for finance; data analysis; forecasting; differential equations; stochastic differential equations; dynamical systems
(This special issue belongs to the Section E5: Financial Mathematics)
Deep Learning and Machine Learning Mathematical Models for Computer Assisted Diagnostic Systems, 2nd Edition submission deadline 30 Nov 2025 | Viewed by 1144 | Submission Open
Keywords: deep learning; machine learning; artificial intelligence; fault diagnosis; damage diagnosis; disease diagnosis; medical decision making; real-time diagnostics
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Research and Applications of Neural Networks and Fuzzy Logic submission deadline 30 Nov 2025 | 1 articles | Viewed by 1098 | Submission Open
Keywords: neural networks; fuzzy logic; neuro-fuzzy systems; explainable AI; optimal neural network architectures; artificial intelligence
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Advanced Research in Mathematical Economics and Financial Modelling, 2nd Edition submission deadline 30 Nov 2025 | 3 articles | Viewed by 1076 | Submission Open
Keywords: mathematical economics; financial modelling; financial engineering; structural equation modelling; spatial statistics and econometrics; stochastic optimization; measurement; network analysis and sampling techniques
(This special issue belongs to the Section E5: Financial Mathematics)
Dynamical System and Stochastic Analysis, 2nd Edition
edited by and
submission deadline 30 Nov 2025 | 1 articles | Viewed by 1030 | Submission Open
Keywords: random structures; parameters and noises; stochastic systems; control theory and applications; estimation; fault diagnosis; prognostics; optimization; applied mathematics; control engineering; signal processing; numerical simulation; finite element analysis
(This special issue belongs to the Section C1: Difference and Differential Equations)
Applied Mathematical Modeling in Oncology
edited by , Souvik Roy and Hristo V. Kojouharov
submission deadline 30 Nov 2025 | 1 articles | Viewed by 987 | Submission Open
Keywords: mathematical modeling; pharmacokinetics; pharmacodynamics; stochastic; differential equations
(This special issue belongs to the Section E3: Mathematical Biology)
Image Processing and Generation, Pattern Recognition, and Data Visualization submission deadline 30 Nov 2025 | 2 articles | Viewed by 840 | Submission Open
Keywords: image processing; pattern recognition; data visualization; machine learning; artificial intelligence; digital topology; AI-based image generation
(This special issue belongs to the Section E: Applied Mathematics)
Nonlinear Dynamics and Stochastic Modeling of Complex Systems
edited by Thomas M Michelitsch and Alejandro Pérez Riascos
submission deadline 30 Nov 2025 | 1 articles | Viewed by 837 | Submission Open
Keywords: stochastic resetting; population dynamics; epidemic spreading; compartment models; predator-prey models; nonlinear systems with random delay effects and memory; stochastic chaos
(This special issue belongs to the Section E: Applied Mathematics)
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