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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Securing the Future: Computational Innovations in IoT Network Resilience and Security
edited by Hu Yuan
submission deadline 20 Nov 2025 | Viewed by 12 | 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 | Viewed by 12 | 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)
Fractional Calculus Across Physical Scales: From Classical to Quantum Theories in Low- and High-Dimensional Systems
edited by , Cresus F.L. Godinho and Thiago R. Araujo
submission deadline 20 Nov 2025 | Viewed by 8 | Submission Open
Keywords: fractional calculus; fractal calculus; classical and quantum non-local field theory; fractional quantum mechanics; dimensional regularization; anomalous transport; viscoelastic continua; fractional renormalization; fractional quantum field theory; fractional gravity; Hamiltonian systems; memory kernels; high-dimensional PDEs; symmetries in fractional systems
(This special issue belongs to the Section E4: Mathematical Physics)
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 6 | 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)
Advances in Algebraic Structures: Representation Theory and Lie Groups
edited by Guy Biyogmam
submission deadline 24 Nov 2025 | 1 articles | Viewed by 861 | 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 3317 | 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)
Deep Neural Networks: Theory, Algorithms and Applications
edited by , Vianey Guadalupe Cruz Sánchez and
submission deadline 30 Nov 2025 | 7 articles | Viewed by 12117 | 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)
Application of Mathematical Methods to Transportation: Modeling and Analysis
edited by and Qi Cao
submission deadline 30 Nov 2025 | 9 articles | Viewed by 11402 | 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)
Advances of Applied Probability and Statistics submission deadline 30 Nov 2025 | 8 articles | Viewed by 10595 | Submission Open
Keywords: statistics; probability; machine learning; artificial intelligence; social sciences; biology; finance
(This special issue belongs to the Section D1: Probability and Statistics)
Fuzzy Sets, Fuzzy Numbers, Fuzzy Modeling, and Their Applications in Management and Engineering, 2nd Edition submission deadline 30 Nov 2025 | 5 articles | Viewed by 6113 | 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)
Mathematical Methods and Operation Research in Planning, Scheduling and Supply Chain Operations Management
edited by Daniel A. Rossit and
submission deadline 30 Nov 2025 | 4 articles | Viewed by 4571 | Submission Open
Keywords: operations research; production planning; supply chain; optimization; operations Management; decision making
(This special issue belongs to the Section E: Applied Mathematics)
Mathematical Modeling and Simulation of Oscillatory Phenomena, 2nd Edition submission deadline 30 Nov 2025 | 4 articles | Viewed by 4088 | Submission Open
Keywords: mathematical model; oscillation; dynamical system; delay
(This special issue belongs to the Section C2: Dynamical Systems)
Soft Computing and Fuzzy Mathematics: New Advances and Applications
edited by Nebojša Ralević
submission deadline 30 Nov 2025 | 4 articles | Viewed by 3391 | 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)
Information Security and Image Processing
edited by and Ya-Fen Chang
submission deadline 30 Nov 2025 | 2 articles | Viewed by 3116 | 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)
System Reliability and Quality Management in Industrial Engineering, 2nd Edition
edited by Xian Zhao and
submission deadline 30 Nov 2025 | 2 articles | Viewed by 3044 | 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 3011 | 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)
Exploring Statistical Learning: Inference, Optimization, and Real-World Applications
edited by Carmela Iorio
submission deadline 30 Nov 2025 | 2 articles | Viewed by 2359 | 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)
Econophysics, Financial Markets, and Artificial Intelligence
edited by
submission deadline 30 Nov 2025 | 1 articles | Viewed by 1871 | 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)
Mathematical Modelling and Optimization of Service Supply Chain, 2nd Edition
edited by
submission deadline 30 Nov 2025 | 1 articles | Viewed by 1852 | 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)
Mathematical Logic and Foundations of Mathematics submission deadline 30 Nov 2025 | 2 articles | Viewed by 1491 | 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 1472 | 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)
Computational Intelligence and Evolutionary Algorithms
edited by Mohammadhassan Tayaraninajaran
submission deadline 30 Nov 2025 | 1 articles | Viewed by 1384 | 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)
Linear Elliptic PDEs
edited by and Falko Baustian
submission deadline 30 Nov 2025 | 1 articles | Viewed by 1152 | 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)
Deep Learning and Machine Learning Mathematical Models for Computer Assisted Diagnostic Systems, 2nd Edition submission deadline 30 Nov 2025 | Viewed by 980 | 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)
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 488 | 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)
Mathematical Modelling and Applied Statistics submission deadline 30 Nov 2025 | Viewed by 462 | Submission Open
Keywords: mathematical modeling; applied statistics; interdisciplinary applications
(This special issue belongs to the Section D1: Probability and Statistics)
Recent Developments and Applications of Numerical Methods in Computational Fluid Dynamics
edited by Jia Liu and Mengying Xiao
submission deadline 30 Nov 2025 | Viewed by 417 | Submission Open
Keywords: computational fluid dynamics; Anderson acceleration; preconditioning techniques; finite element method; finite difference; finite volume method; discontinuous Galerkin; domain decomposition
(This special issue belongs to the Section E: Applied Mathematics)
Mathematical Modeling in Population Dynamics
edited by Deeptajyoti Sen
submission deadline 30 Nov 2025 | Viewed by 368 | Submission Open
Keywords: population dynamics; evolutionary modelling; spatial dynamics; agent-based models; mathematical epidemiology; dynamical systems
(This special issue belongs to the Section C2: Dynamical Systems)
Parallel, Distributed Computing and Computational Mathematics
edited by
submission deadline 30 Nov 2025 | Viewed by 233 | Submission Open
Keywords: parallel computing; distributed computing; computational mathematics; high-performance computing; parallel numerical algorithms; performance optimization; algorithmic complexity; applied mathematics; algorithm design and analysis
(This special issue belongs to the Section E: Applied Mathematics)
Artificial Intelligence and Optimization Techniques for Wireless Sensor Networks submission deadline 30 Nov 2025 | Viewed by 203 | Submission Open
Keywords: wireless sensor networks; sensor deployment and coverage; target tracking and localization; sensor fusion and data aggregation; sensor calibration; fault detection and predictive maintenance; energy efficiency and network management; scalability of WSN
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Application of the Bayesian Method in Statistical Modeling, 2nd Edition
edited by
submission deadline 30 Nov 2025 | Viewed by 202 | Submission Open
Keywords: Bayesian analysis; Bayesian estimation; statistics; probability
(This special issue belongs to the Section D1: Probability and Statistics)
Dynamical System and Stochastic Analysis, 2nd Edition
edited by and
submission deadline 30 Nov 2025 | Viewed by 132 | 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)
Artificial Intelligence, Algorithms, and Databases: Innovations and Cross-Disciplinary Impact
edited by , , Xiaohui Yan and Sicheng Hou
submission deadline 30 Nov 2025 | Viewed by 97 | Submission Open
Keywords: artificial intelligence; deep learning; swarm intelligence; data-driven optimization methods; time-series forecasting; computational intelligence and evolutionary algorithms; meta-heuristic algorithms; intelligent optimization algorithms; data mining; CNNs; RNNs; LSTMs; autoencoders; GANs; transformers; time-series anomaly detection    
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Group Decision-Making Optimization and Application
edited by Yiyi Zhao and
submission deadline 30 Nov 2025 | Viewed by 86 | Submission Open
Keywords: opinion dynamics; group decision making; multi-agent systems; distributed control and optimization; game theory-based evolutionary computation
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Advances in Neural Networks and Their Applications
edited by
submission deadline 30 Nov 2025 | Viewed by 79 | Submission Open
Keywords: multimodal learning; explainable AI; mathematical modeling; robustness and generalization; large language models (LLMs); deep learning architectures; reinforcement learning; transfer learning
(This special issue belongs to the Section E: Applied Mathematics)
Data Science and Complex Systems
edited by Francisco J. Altimiras
submission deadline 30 Nov 2025 | Viewed by 73 | Submission Open
Keywords: data science; complex systems; mathematical modeling; network science; computational biology; bioinformatics; machine learning; deep learning; computer vision
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Image Processing and Generation, Pattern Recognition, and Data Visualization submission deadline 30 Nov 2025 | Viewed by 69 | 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)
Mathematical Models and Methods of Scheduling Theory, 2nd Edition
edited by
submission deadline 30 Nov 2025 | Viewed by 67 | Submission Open
Keywords: scheduling theory; operation research; mathematics; computer science; management; flow shop scheduling; network problems; machine sequencing problems TRANSLATE with x English Arabic Hebrew Polish Bulgarian Hindi Portuguese Catalan Hmong Daw Romanian Chinese Simplified Hungarian Russian Chinese Traditional Indonesian Slovak Czech Italian Slovenian Danish Japanese Spanish Dutch Klingon Swedish English Korean Thai Estonian Latvian Turkish Finnish Lithuanian Ukrainian French Malay Urdu German Maltese Vietnamese Greek Norwegian Welsh Haitian Creole Persian   //   TRANSLATE with COPY THE URL BELOW Back EMBED THE SNIPPET BELOW IN YOUR SITE Enable collaborative features and customize widget: Bing Webmaster Portal Back //
(This special issue belongs to the Section E: Applied Mathematics)
Theory and Application of Algebraic Combinatorics, 2nd Edition
edited by , and Svetlana Topalova
submission deadline 30 Nov 2025 | Viewed by 58 | Submission Open
Keywords: orthogonal arrays; parallelisms of finite projective space; finite structures and codes; arcs in projective geometries; Hjelmslev geometries; automorphism groups; codes over finite chain rings; symmetric and alternative polynomials; finitely generated algebras; young tableau; code division multiple access systems
Optimization and Path Planning of Robotics
edited by
submission deadline 30 Nov 2025 | Viewed by 56 | Submission Open
Keywords: optimization; path planning; collision avoidance; computational geometry; simulation
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Recent Research on Fractional Calculus: Theory and Applications, 2nd Edition submission deadline 30 Nov 2025 | Viewed by 54 | Submission Open
Keywords: fractional operators; differintegral operators; memory-dependent phenomena; optimal control; mathematical modelling; bio-mathematics
(This special issue belongs to the Section C1: Difference and Differential Equations)
Advances in Intelligent Control Theory and Robotics
edited by , Jiang Han and Xiaomin Zhao
submission deadline 30 Nov 2025 | Viewed by 49 | Submission Open
Keywords: intelligent control; robotics; machine learning; autonomous systems; robotic manufacturing; swarm systems; adaptive control; cooperative control; smart factories; collaborative robots (cobots)
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Special Functions with Applications
edited by
submission deadline 30 Nov 2025 | Viewed by 45 | 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
Stochastic Simulation: Theory and Applications submission deadline 30 Nov 2025 | Viewed by 40 | Submission Open
Keywords: risk management; data science; simulation-based design; simulation-based forecasting; discrete-event simulation
(This special issue belongs to the Section D: Statistics and Operational Research)
Mathematical Knowledge Discovery in Databases and Information Systems
edited by Xiongfei Cao
submission deadline 30 Nov 2025 | Viewed by 38 | Submission Open
Keywords: mathematical knowledge discovery; information systems; social media
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Theoretical Methods and Applications of the Large Language Models
edited by Chengqing Zong
submission deadline 30 Nov 2025 | Viewed by 30 | Submission Open
Keywords: natural language processing; computational linguistics; large language models; language modeling; natural language generation; text mining
Machine Learning and Its Applications
edited by and
submission deadline 30 Nov 2025 | Viewed by 22 | Submission Open
Keywords: machine learning; big data; artificial intelligence (AI); networks and high-dimensional data; nontraditional data; such as text
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematical Modeling for Dynamics, Simulation and Control of Robotic and Industrial Systems submission deadline 30 Nov 2025 | Viewed by 21 | Submission Open
Keywords: robotics; nonlinear dynamics; adaptive control; optimal control; distributed control; artificial intelligence; machine learning; design of physical systems; mechanical and electrical interactions of system components; mathematical modeling; dynamic behavior; system response analysis; numerical simulation; pattern recognition; computer vision
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Advance in Neural Networks and Visual Learning submission deadline 30 Nov 2025 | Viewed by 21 | Submission Open
Keywords: artificial intelligence; computer vision; image processing; pattern recognition; machine learning; deep learning; artificial neural networks; natural language processing; robotics
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Generative AI for Smarter UAVs: Enhancing Reinforcement Learning Decision-Making
edited by and Rahim Taheri
submission deadline 30 Nov 2025 | Viewed by 21 | Submission Open
Keywords: unmanned aerial vehicles (UAVs); diffusion models (DMs); reinforcement learning (RL); policy networks; synthetic data generation; data scarcity
(This special issue belongs to the Section E1: Mathematics and Computer Science)
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