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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Mathematical Models and Methods for Supply Chain and Operations Research
edited by and Aghelinejad Mohammadmohsen
submission deadline 31 Oct 2025 | 1 articles | Viewed by 2787 | Submission Open
Keywords: mathematical programming (linear; non-linear; multi-objective); supply chain optimization; simulation; statistical; and sensitivity analysis; strategic; tactical; and operational planning; operational routing and scheduling problem; inventory control; sustainability; CO2 emissions; and energy consumption; reverse logistics; financial aspects; resilience
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Applications of Fuzzy Set Theory and Decision-Making in Business, Finance, and Engineering Using Empirical Mathematical Models
edited by Fernando Castello-Sirvent and
submission deadline 31 Oct 2025 | 1 articles | Viewed by 2586 | Submission Open
Keywords: multi-criteria decision-making (MCDM); fuzzy analytic hierarchy process (fuzzy-AHP); fuzzy control; fuzzy neural systems; fuzzy optimization techniques; risk management in business and finance; fuzzy set qualitative comparative analysis (fsQCA); financial forecasting and market analyses; crisis management and business resilience; engineering project management; circular economy and supply chain management
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Analysis and Numerical Simulation for the Dynamics of Infectious Diseases with Applications in Medicine submission deadline 31 Oct 2025 | 1 articles | Viewed by 2459 | Submission Open
Keywords: fractional integrals and derivatives; discrete and continuous dynamic systems; ill-posed; regularized; and inverse problems; difference equations and finite element methods; stochastic processes and random variables; operator theory; integral transformations and special functions; optimization; optimal control and stability analysis; mathematical modelling; epidemiological models; sensitivity analysis; communicable/infectious diseases models; epidemiological models; virus transmission; numerical methods for PDEs; computational techniques; numerical simulation; applications of fractional models in biology and medicine
(This special issue belongs to the Section E3: Mathematical Biology)
New Advances in Image Processing and Computer Vision submission deadline 31 Oct 2025 | 2 articles | Viewed by 2421 | Submission Open
Keywords: image analysis and understanding; image enhancement; image segmentation; motion estimation and analysis; biomedical image processing applications; steganography and image watermarking; 3D vision; pattern recognition; object detection; machine learning applications
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advances in Probability Theory and Stochastic Analysis
edited by Paramahansa Pramanik
submission deadline 31 Oct 2025 | 3 articles | Viewed by 2347 | Submission Open
Keywords: stochastic control; stochastic calculus and stochastic differential equations; statistical inference and stochastic processes; mathematical biology; stochastic analysis in sports
(This special issue belongs to the Section D1: Probability and Statistics)
Recent Advances in Complex Dynamics in Non-Smooth Systems
edited by and
submission deadline 31 Oct 2025 | 2 articles | Viewed by 2196 | Submission Open
Keywords: chaos; bifurcation; attractor; non-smooth dynamics
(This special issue belongs to the Section C2: Dynamical Systems)
Reinforcement Learning in Edge Intelligence for Next-Generation Communications and Security
edited by Xiaozhen Lu
submission deadline 31 Oct 2025 | 2 articles | Viewed by 2111 | Submission Open
Keywords: reinforcement learning; edge intelligence architecture; next-generation communications; security and privacy; zero-trust architecture; federated learning-enabled edge intelligence; resource allocation and optimization
(This special issue belongs to the Section E1: Mathematics and Computer Science)
New Advances in Network and Edge Computing
edited by Miaojiang Chen, and Wenjing Xiao
submission deadline 31 Oct 2025 | 4 articles | Viewed by 1985 | Submission Open
Keywords: edge computing; deep learning; 5G; next-generation communication networks; applied ML/DL
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Distributed Systems: Methods and Applications
edited by
submission deadline 31 Oct 2025 | 2 articles | Viewed by 1948 | Submission Open
Keywords: distributed systems; distributed algorithms; parallel computing; blockchains; consensus and leader election algorithms; cloud; edge; and fog computing; distributed machine learning; federated learning; Internet of Things (IoT); smart systems; microservices; distributed storage systems
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Data-Driven Decentralized Learning for Future Communication Networks submission deadline 31 Oct 2025 | 2 articles | Viewed by 1913 | Submission Open
Keywords: decentralized learning for wireless communications; cloud– edge– deivce collaborative learning; wireless traffic analysis and resource management; intelligent communications; large language models and their application in communication networks
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematical Methods and Analysis in Risk and Financial Management
edited by Ali Hirsa
submission deadline 31 Oct 2025 | 1 articles | Viewed by 1865 | Submission Open
(This special issue belongs to the Section E5: Financial Mathematics)
Mathematical Modeling and Analysis in Biology and Medicine, 3rd Edition
edited by
submission deadline 31 Oct 2025 | 2 articles | Viewed by 1811 | Submission Open
Keywords: deterministic models; stochastic models; discrete models; continuous models; spatially distributed models; multiscale models; population models; epidemic models; kinetic models; active particles; models with delay
(This special issue belongs to the Section E3: Mathematical Biology)
Intelligent Data Mining and Decision Making for Prognostics and Health Management
edited by
submission deadline 31 Oct 2025 | 2 articles | Viewed by 1690 | Submission Open
Keywords: data mining; decision making; uncertainty measurement; information fusion; feature extraction; fault knowledge mining; sensor layout optimization; fault-tolerant control; fault reconstruction; fault detection; fault diagnosis; remaining useful life prediction; health status assessment; optimized maintenance; medical data analysis; big data; large language model
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Numerical Methods for Scientific Computing
edited by Ching-Sung Liu and
submission deadline 31 Oct 2025 | 1 articles | Viewed by 1608 | Submission Open
Keywords: numerical methods; numerical differential equations; numerical optimization; numerical linear algebra; numerical multilinear algebra; eigenvalue problems; nonlinear eigenvalue problems; matrix approximation; tensor approximation; Bisection Method; Newton’ s Method; Secant Method; Integration; Midpoint rule; Trapezoidal rule; Adaptive integration; Initial value problem; Euler method; Second-order Runge-Kutta methods; System of differential equations; Boundary value problems; Linear algebra; Gaussian Elimination; Finite difference approximation; Iterative methods; Piecewise linear interpolation; Multidimensional interpolation; Least-squares approximation
(This special issue belongs to the Section E: Applied Mathematics)
Advances in High-Dimensional Data Analysis and Applications
edited by Ran Dai
submission deadline 31 Oct 2025 | 1 articles | Viewed by 1590 | Submission Open
Keywords: high-dimensional data; statistical techniques; machine learning algorithms; dimensionality reduction methods
(This special issue belongs to the Section D1: Probability and Statistics)
Modern Trends in Computation and Control in Autonomous Robotics Systems
edited by Yujiong Liu
submission deadline 31 Oct 2025 | 2 articles | Viewed by 1531 | Submission Open
Keywords: dynamics and control; optimization; sensing and perception; localization and mapping; path planning; navigation; decision-making; intelligent control; machine learning and AI
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Dynamics of Predator-Prey and Infectious Disease Models
edited by Huidong Cheng and Wei Wang
submission deadline 31 Oct 2025 | 1 articles | Viewed by 1270 | Submission Open
Keywords: predator-prey; infectious disease; differential equations; spatial-temporal dynamics; stability analysis
(This special issue belongs to the Section E3: Mathematical Biology)
Applications of Cryptography Theory in Network Security submission deadline 31 Oct 2025 | 1 articles | Viewed by 1124 | Submission Open
Keywords: cryptographic secure protocols; quantum resistant cryptographic techniques; crypto-agility in network security; communication technology and protocol security; authentication protocols; key distribution and management; real-time cryptography applications; cryptography and cybersecurity; industrial network security; security and privacy for cloud and edge computing; machine learning and deep learning application to cybersecurity
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematical Approaches to Advanced Applications in Biomedicine Using Machine Learning
edited by Mehmet Eren Ahsen
submission deadline 31 Oct 2025 | 1 articles | Viewed by 1066 | Submission Open
(This special issue belongs to the Section E3: Mathematical Biology)
Geometry and Symmetry in Mathematical Physics submission deadline 31 Oct 2025 | 2 articles | Viewed by 1055 | Submission Open
Keywords: differential geometry; Riemannian and pseudo-Riemannian Metrics; Lie groups; holonomy
(This special issue belongs to the Section E4: Mathematical Physics)
Advances in Numerical Methods for Optimal Control Problems
edited by Kening Wang and Cheng-Hung Huang
submission deadline 31 Oct 2025 | 1 articles | Viewed by 964 | Submission Open
Keywords: optimal control; dynamical systems; differential equations; numerical analysis; computational implementation
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Mathematical Modelling in Financial Economics
edited by
submission deadline 31 Oct 2025 | 1 articles | Viewed by 915 | Submission Open
Keywords: theoretical analytical methods; stochastic methods; numerical modelling methods; AI modelling and simulation; big data methods
(This special issue belongs to the Section E5: Financial Mathematics)
Nonlinear Dynamics and Chaos Theory, 2nd Edition
edited by , and
submission deadline 31 Oct 2025 | Viewed by 650 | Submission Open
Keywords: stability; bifurcation; chaos; hidden and multi-scroll attractors; singularities
(This special issue belongs to the Section E: Applied Mathematics)
Advances in Statistical Methods for Time Series Analysis
edited by
submission deadline 31 Oct 2025 | Viewed by 442 | Submission Open
Keywords: statistics for time series analysis; mathematical methods for time series analysis; time series analysis in economics; finance; engineering; healthcare; and medicine; econometric methods for time series; time series forecasting; multivariate methods for economics and finance; risk management; machine learning methods for time series analysis and forecasting; artificial intelligence methods for time series analysis and forecasting; network and neural network models; alternative time series data analysis and forecasting; financial time series analysis and digital finance; cryptocurrency data analysis and forecasting; time series methods of climate change impacts on population; economics; and finance
(This special issue belongs to the Section D1: Probability and Statistics)
Optimization Models for Supply Chain, Planning and Scheduling
edited by
submission deadline 31 Oct 2025 | Viewed by 350 | Submission Open
Keywords: optimization; operations research; machine learning; supply chain; planning; scheduling; manufacturing
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Current Topics in Geometric Function Theory, 2nd Edition
edited by
submission deadline 31 Oct 2025 | Viewed by 334 | Submission Open
Keywords: classes of analytic functions; univalent functions; differential subordination and superordination; operator-related problems; quantum calculus; fractional calculus; extremal problems; preserving class properties; coefficients estimates; GFT in real-life applications
(This special issue belongs to the Section C4: Complex Analysis)
Advances in Numerical Modeling Based on Graph Theory
edited by Sara Grundel
submission deadline 31 Oct 2025 | Viewed by 307 | Submission Open
Keywords: numerical modeling; graph theory; numerical methods; simulation; optimization
(This special issue belongs to the Section E: Applied Mathematics)
Mathematical and Computational Modelling in Empirical and Applied Science
edited by , and Alberto Lanconelli
submission deadline 31 Oct 2025 | 1 articles | Viewed by 303 | Submission Open
Keywords: deterministic and stochastic modeling and simulation in empirical and applied sciences; computational methods in natural; social; and applied sciences; artificial intelligence in biomathematics; biomedical imaging; and healthcare applications; mathematical modelling for bioscience data integration; optimization methods for computational system biology; big data analysis and their numerical treatment; computational approaches for multi-omics data; symbolic and numerical computation
Advances in Scalability of Queueing Models for Large-Scale Complex Systems submission deadline 31 Oct 2025 | 1 articles | Viewed by 296 | Submission Open
Keywords: queueing models; large-scale systems; complex networks; scalable models
(This special issue belongs to the Section D1: Probability and Statistics)
Finite Element Method and Applications in Mathematical Modeling and Engineering: Modeling, Analysis, and Simulations
edited by and
submission deadline 31 Oct 2025 | Viewed by 277 | Submission Open
Keywords: finite element method; topology optimization; wave propagation; acoustic metamaterials; numerical PDEs; high-performance computing; inverse problems; engineering applications
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Fixed Point, Optimization, and Applications: 3rd Edition submission deadline 31 Oct 2025 | 2 articles | Viewed by 263 | Submission Open
Keywords: the existence and uniqueness of fixed points; best approximation problems; iteration processes for fixed points or best proximity points; nonlinear optimization and applications; variational inequalities and equilibrium problems; dynamical systems and special functions; well-posedness and optimal control
(This special issue belongs to the Section E: Applied Mathematics)
New Advances in Statistical Machine Learning
edited by Haiyan Wang and
submission deadline 31 Oct 2025 | Viewed by 201 | Submission Open
Keywords: machine learning; data mining; advances in clustering; classification; regression; and/or applications in various domains; image or text data analysis; recommendation system; ensemble methods and applications; machine learning applications; deep learning applications; signal processing and analysis; computational complexity; techniques for big data and applications; visualization; convergence analysis; robust methods for prediction or classification of image; text; or other complex data
(This special issue belongs to the Section D1: Probability and Statistics)
Optimization Algorithms for Operations Research and Scheduling Problems submission deadline 31 Oct 2025 | Viewed by 174 | Submission Open
Keywords: mathematical programming; combinatorial optimization; metaheuristic algorithms; multi-objective decision making; stochastic and robust optimization; AI and machine learning in optimization; supply chain and logistics scheduling; vehicle routing and workforce scheduling; sustainable and green logistics; project and resource management
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Modeling and Data Analysis of Complex Networks
edited by Hongbin Pei
submission deadline 31 Oct 2025 | Viewed by 171 | Submission Open
Keywords: complex networks; graph machine learning; graph neural networks; graph representation learning; graph mining; geometric deep learning; social networks; network science; network structure; network dynamics; graph-structured data; deep learning; machine learning; graph data mining; data-driven complex system modeling
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematical Models in Mechanics and Engineering submission deadline 31 Oct 2025 | Viewed by 158 | Submission Open
Keywords: mechanical engineering; structural and civil engineering; mechanics; mechanical problems; engineered structures; engineered systems; coupled mechanical systems; engineering problems; computational mechanics; structural dynamics; vibration analysis; mathematical; computational; and numerical methods
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Mathematical Modeling and Numerical Optimization with Its Applications submission deadline 31 Oct 2025 | Viewed by 149 | Submission Open
Keywords: mathematical modeling; numerical optimization; artificial neural network; operations research; genetic algorithm; linear and nonlinear programming; integer programming; complementary problem; complex networks; experimental data; mathematical epidemiology; optimal control; biological control
(This special issue belongs to the Section E: Applied Mathematics)
Theory and Applications of Scheduling and Optimization submission deadline 31 Oct 2025 | Viewed by 128 | Submission Open
Keywords: scheduling; design and analysis of algorithms; meta-heuristics; machine learning
(This special issue belongs to the Section E: Applied Mathematics)
Mathematical Methods of Astrophysics and Space Science
edited by Edward A. Belbruno and James Lauer Green
submission deadline 31 Oct 2025 | Viewed by 116 | Submission Open
Keywords: dynamical systems; planetary science; space science; astrophysics; comets; rogue planets; dark matter; solar system; weak capture dynamics; planet X; magnetohydrodynamics; chaos theory; permanent capture; Kuiper belt; galaxy; N-body problem; star formation and dynamics; topological methods
(This special issue belongs to the Section C2: Dynamical Systems)
Advanced Algorithms in Wireless Communication and Internet of Things (IoT), 2nd Edition
edited by and Mohammad Hayajneh
submission deadline 31 Oct 2025 | Viewed by 109 | Submission Open
Keywords: Internet of Things; machine learning algorithms; advanced algorithms; wireless communications; cryptography; energy efficient routing; channel estimation; network optimization; modulation; channel coding
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Edge Computing: Optimization and Applications
edited by Fasheng Zhou and Jing Qiu
submission deadline 31 Oct 2025 | Viewed by 100 | Submission Open
Keywords: edge computing; optimization techniques; artificial  intelligence; computational efficiency; resource management; latency reduction; Internet of Things (IoT); smart cities; industrial automation; autonomous systems
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Applications of Artificial Intelligence and Medical Imaging
edited by
submission deadline 31 Oct 2025 | Viewed by 96 | Submission Open
Keywords: large foundation model for medical image analysis; deep neural networks in medical imaging; ultrasound image processing; global trends in the use of AI in medical imaging; ultrasonic medical disease diagnosis and treatment; multimodal radiomics with AI technique
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Innovations and Applications of Machine Learning Techniques
edited by and Héctor Allende-Cid
submission deadline 31 Oct 2025 | Viewed by 91 | Submission Open
Keywords: machine learning; deep learning; large language models; big data; pattern recognition; generative artificial intelligence
(This special issue belongs to the Section E: Applied Mathematics)
Hybrid Data Processing by Combining Machine Learning, Expert, Safety and Security, 2nd Edition
edited by , , Zhihai Wang and
submission deadline 31 Oct 2025 | Viewed by 88 | Submission Open
Keywords: machine learning; data intelligence; data safety; data security; expert system
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advanced Applications of Partial Differential Equations in Mathematical Biology
edited by Li Cai and
submission deadline 31 Oct 2025 | Viewed by 80 | Submission Open
Keywords: mathematical biology; stability analysis; theoretical solution; numerical methods; artificial intelligence
(This special issue belongs to the Section C1: Difference and Differential Equations)
Differential Equations Applied in Fluid Dynamics
edited by
submission deadline 31 Oct 2025 | Viewed by 69 | Submission Open
Keywords: fluid dynamics; symmetry transformations; differential equations
(This special issue belongs to the Section C1: Difference and Differential Equations)
Improvement of Large Language Model with Applied Mathematics
edited by
submission deadline 31 Oct 2025 | Viewed by 67 | Submission Open
Keywords: LLM; mathematical analysis; response instability; knowledge hallucination
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Real Algebraic Geometry and Applications in Robotics and Computer Vision
edited by Alvaro Anton-Sancho
submission deadline 31 Oct 2025 | Viewed by 67 | Submission Open
Keywords: real algebraic geometry; semi-algebraic sets; computational algebraic geometry; robot kinematics; motion planning; configuration spaces; multi-view geometry; three-dimensional reconstruction; visual servoing; grasping and manipulation; singularity analysis; computer vision algorithms; structure from motion; SLAM (simultaneous localization and mapping); pose estimation; polynomial optimization; algebraic vision; geometric deep learning; geometric verification; topological data analysis; robot workspace analysis; camera calibration
(This special issue belongs to the Section A: Algebra and Logic)
Applications of Multichannel Signal Processing and Multichannel Machine Learning
edited by Yue Ivan Wu and Fan Pan
submission deadline 31 Oct 2025 | Viewed by 64 | Submission Open
Keywords: multichannel modeling; multi-dimensional processing; parameter estimation; detection; beamforming; imaging; direction finding; localization; tracking; sensor arrays; sensor networks
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Nonlinear Dynamics of Revolute Joint for Piston Slider Crank Linkage Mechanism with Clearance: Experiment and Numerical Simulation
edited by
submission deadline 31 Oct 2025 | Viewed by 58 | Submission Open
Keywords: Lyapunov exponent; planar mechanism; revolute joints; SolidWorks simulation; Poincare’ map; phase space reconstruction; slider– crank mechanism; impact and friction; chaos analysis; journal bearing
(This special issue belongs to the Section C2: Dynamical Systems)
Advances in Multivariate Statistical Models: Approaches and Applications for Continuous Data
edited by Filidor Edilfonso Vilca-Labra and Camila Zeller
submission deadline 31 Oct 2025 | Viewed by 50 | Submission Open
Keywords: estimation; asymptotic properties; goodness of fit; multivariate data analysis; kurtosis; maximum likelihood; regression model; diagnostic analysis
(This special issue belongs to the Section D1: Probability and Statistics)
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