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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Dynamics of Predator-Prey and Infectious Disease Models
edited by Huidong Cheng and Wei Wang
submission deadline 31 Oct 2025 | 1 articles | Viewed by 1278 | 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 1135 | 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 1083 | 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 1081 | 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 983 | Submission Open
Keywords: optimal control; dynamical systems; differential equations; numerical analysis; computational implementation; application to medicine; infectious diseases; and economic or physical phenomena
(This special issue belongs to the Section E: Applied Mathematics)
Mathematical Modelling in Financial Economics
edited by
submission deadline 31 Oct 2025 | 1 articles | Viewed by 957 | 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 657 | 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 444 | 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)
Fixed Point, Optimization, and Applications: 3rd Edition submission deadline 31 Oct 2025 | 2 articles | Viewed by 426 | 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)
Optimization Models for Supply Chain, Planning and Scheduling
edited by
submission deadline 31 Oct 2025 | Viewed by 356 | 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 | 1 articles | Viewed by 355 | 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 Scalability of Queueing Models for Large-Scale Complex Systems submission deadline 31 Oct 2025 | 1 articles | Viewed by 315 | Submission Open
Keywords: queueing models; large-scale systems; complex networks; scalable models
(This special issue belongs to the Section D1: Probability and Statistics)
Advances in Numerical Modeling Based on Graph Theory
edited by Sara Grundel
submission deadline 31 Oct 2025 | Viewed by 313 | 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 310 | 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
Finite Element Method and Applications in Mathematical Modeling and Engineering: Modeling, Analysis, and Simulations
edited by and
submission deadline 31 Oct 2025 | Viewed by 291 | 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)
New Advances in Statistical Machine Learning
edited by Haiyan Wang and
submission deadline 31 Oct 2025 | Viewed by 205 | 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)
Modeling and Data Analysis of Complex Networks
edited by Hongbin Pei
submission deadline 31 Oct 2025 | Viewed by 181 | 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)
Optimization Algorithms for Operations Research and Scheduling Problems submission deadline 31 Oct 2025 | Viewed by 180 | 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)
Mathematical Models in Mechanics and Engineering submission deadline 31 Oct 2025 | Viewed by 167 | 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 155 | 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 132 | 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 118 | 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 114 | 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 107 | 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 100 | 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)
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 97 | 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)
Innovations and Applications of Machine Learning Techniques
edited by and Héctor Allende-Cid
submission deadline 31 Oct 2025 | Viewed by 96 | 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)
Advanced Applications of Partial Differential Equations in Mathematical Biology
edited by Li Cai and
submission deadline 31 Oct 2025 | Viewed by 82 | 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 81 | 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 71 | 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 69 | 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 68 | 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 59 | 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 57 | 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)
Computational Mechanics and Applied Mathematics, 2nd Edition
edited by
submission deadline 31 Oct 2025 | Viewed by 52 | Submission Open
Keywords: computational mechanics; structural analysis; numerical procedures and mathematical methods
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Nonlinear Dynamical Systems Interacting in Complex Networks
edited by Enrico Borriello
submission deadline 31 Oct 2025 | Viewed by 50 | Submission Open
Keywords: complex systems; network science; topology; scale-free networks; dynamical processes; gene regulatory networks; information processing; data science
(This special issue belongs to the Section E: Applied Mathematics)
Decision Analysis and Optimization in the Operations Research and Management Science
edited by
submission deadline 31 Oct 2025 | Viewed by 50 | Submission Open
Keywords: multi-criteria decision-making (MCDM); decision analysis; optimization methods; group decision-making; uncertainty in decision-making; fuzzy sets and fuzzy logic; heuristic methods
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Models in Population Dynamics, Ecology and Evolution
edited by
submission deadline 31 Oct 2025 | Viewed by 14 | Submission Open
Keywords: mathematical modelling; biological systems; ecology; evolution; population dynamics; climate change; modelling techniques; life sciences; theoretical biology; theory– empirical integration; spatial and temporal dynamics
(This special issue belongs to the Section E3: Mathematical Biology)
Applied Computing and Artificial Intelligence, 2nd Edition submission deadline 10 Nov 2025 | 2 articles | Viewed by 5161 | Submission Open
Keywords: applied computing; applied mathematics; neural networks; deep learning; parameter identification; dynamics; system optimization; machine learning; control engineering; intelligent maintenance; computational methods; fault diagnosis; signal processing; rotor dynamics; prognosis; remaining useful life prediction; data mining; fractional differential equation; complex network system; stochastic dynamics; structural health monitoring; non-linear dynamics and control; spacecraft dynamics
(This special issue belongs to the Section E: Applied Mathematics)
Applications of Mathematics in Neural Networks and Machine Learning
edited by and Edward Yapp
submission deadline 10 Nov 2025 | 2 articles | Viewed by 3585 | Submission Open
Keywords: neural networks; learning theory; machine learning; information theory
(This special issue belongs to the Section E: Applied Mathematics)
Applications of Machine Learning/Deep Learning Models and Algorithms in Biology and Medicine
edited by and Jin Liu
submission deadline 10 Nov 2025 | Viewed by 320 | Submission Open
Keywords: mathematical optimization and control theories; machine learning/deep learning models; graph-based and network models; medical data analysis; biological networks; clinical diagnosis; computational biology; disease mechanisms
(This special issue belongs to the Section E3: Mathematical Biology)
Methods and Applications of Machine Learning and Big Data Analytics
edited by Verena Kantere and Juanying Xie
submission deadline 10 Nov 2025 | Viewed by 317 | Submission Open
Keywords: machine learning; big data analytics; graph neural networks
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Evolutionary Machine Learning for Real-World Applications
edited by Azam Asilian Bidgoli
submission deadline 10 Nov 2025 | Viewed by 149 | Submission Open
Keywords: evolutionary computation; machine learning; evolutionary machine learning; swarm intelligence optimization; multi-objective optimization; neuroevolution; deep learning optimization; evolutionary architecture search                  
(This special issue belongs to the Section E: Applied Mathematics)
Decision Making and Optimization Under Uncertainty
edited by
submission deadline 10 Nov 2025 | Viewed by 81 | Submission Open
Keywords: decision-making; operations research; stochastic optimization; machine learning; portfolio optimization; risk analysis; data analysis; uncertainty
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
New Advances in Mathematical Applications for Reliability Analysis
edited by and
submission deadline 10 Nov 2025 | Viewed by 76 | Submission Open
Keywords: reliability analysis; probabilistic modeling; statistical inference; markov models; stochastic models and methods; machine learning in reliability; optimization techniques; system failure prediction; risk assessment; fault detection and diagnostics; survival analysis; bayesian methods; structural reliability; reliability modeling; failure data analysis; maintenance modeling
(This special issue belongs to the Section D1: Probability and Statistics)
Trends in Computational Approaches for Database and Big Data Security
edited by Juggapong Natwichai
submission deadline 10 Nov 2025 | Viewed by 73 | Submission Open
Keywords: data privacy; data security; database systems; big data; compliance
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Modeling, Control, and Optimization for Transportation Systems submission deadline 10 Nov 2025 | Viewed by 73 | Submission Open
Keywords: traffic flow modeling; vehicle dynamics modeling; car-following models; multi-modal transportation modeling; route choice behavior; microsimulation; simulation-based optimization; demand forecasting; adaptive traffic control systems; autonomous vehicle control; cooperative control systems; vehicle-to-infrastructure (V2I) communication; control theory in transportation; optimal routing; energy-efficient routing; parking management optimization; traffic assignment problem
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Advanced Reinforcement Learning in Internet of Things Networks submission deadline 10 Nov 2025 | Viewed by 66 | Submission Open
Keywords: reinforcement learning (RL); machine learning (ML); internet of things (IoT); resilient machine learning; physical layer; non-terrestrial network; optimization; 5G and 6G; vehicular network
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematical Models and Deep Learning Algorithm for Encryption Computation
edited by
submission deadline 10 Nov 2025 | Viewed by 61 | Submission Open
Keywords: mathematical approaches; deep learning models; encryption technology; privacy-preserving computation
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advances in Fluid Dynamics and Wave Interaction Phenomena submission deadline 10 Nov 2025 | Viewed by 41 | Submission Open
Keywords: marine engineering; ocean engineering; offshore engineering; coastal engineering; wave-structure interactions; nonlinear wave loads; nonlinear wave propagation; innovative analysis technology for fluid dynamics/wave interactions; development of numerical tools for marine/ocean/coastal engineering; AI/ML applications in marine/ocean/coastal engineering
(This special issue belongs to the Section E4: Mathematical Physics)
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