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 polices 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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Advances in the Research of Complex Network Algorithms
edited by
submission deadline 31 Mar 2025 | 1 articles | Viewed by 671 | Submission Open
Keywords: models of complex networks; structural network properties and analysis; network statistical inference; machine learning with graphs; complex networks and information systems
(This special issue belongs to the Section Network Science)
Linear Elliptic PDEs
edited by and Falko Baustian
submission deadline 31 Mar 2025 | 1 articles | Viewed by 666 | 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 Difference and Differential Equations)
Mathematics Methods in Image Processing and Computer Vision
edited by Yuwu Lu
submission deadline 31 Mar 2025 | 1 articles | Viewed by 648 | Submission Open
Keywords: pattern recognition and machine learning; image processing and computer vision; biometric recognition; feature extraction and feature selection; cross-modal learning; optimization and learning methods; medical image analysis; document analysis and recognition
(This special issue belongs to the Section Mathematics and Computer Science)
Algebraic Coding and Control Theory submission deadline 31 Mar 2025 | 1 articles | Viewed by 629 | Submission Open
Keywords: algebraic coding theory; control theory; error-correcting codes; linear dynamical systems; convolutional codes
(This special issue belongs to the Section Algebra, Geometry and Topology)
Advances in Computational Statistics, Causal Inference and Data Science—Interface and Applications—Theory and Applications submission deadline 31 Mar 2025 | Viewed by 548 | Submission Open
Keywords: statistical/causal inferences; data science; explainability; surveys; digital health; RCTs
(This special issue belongs to the Section Mathematics and Computer Science)
Decision Making under Uncertainty in Soft Computing submission deadline 31 Mar 2025 | Viewed by 498 | Submission Open
Keywords: fuzzy sets; soft sets; hesitant sets; etc.; and their extensions/generalizations; decision making; multiple criteria decision making; medical decision making; optimization; reasoning under uncertainty; aggregation operators; granular computing; fuzzy fractional integral aggregation; Hermite– Hadamard– Fejé r inequality; linguistic variables; artificial intelligence; soft computing; fuzzy set theory; deep learning; neural networks; machine learning; expert systems; soft computing applications in medical sciences and bioinformatics; applications of fuzziness in artificial intelligence; economics; medicine; engineering; etc.  
(This special issue belongs to the Section Fuzzy Sets, Systems and Decision Making)
New Trends in Big Data Analysis, Optimization, and Algorithms
edited by Hani Hamdan, Jinan Charafeddine and
submission deadline 31 Mar 2025 | Viewed by 470 | Submission Open
Keywords: novel architectures and frameworks for Big Data processing; advanced algorithms for Big Data analysis; optimization in Big Data processing and analysis; artificial intelligence and machine learning for Big Data; security; privacy; and ethics in Big Data management; practical applications and use cases of Big Data analysis across different sectors (healthcare; finance; environment; telecommunications; energy; etc.); visualization techniques for Big Data
(This special issue belongs to the Section Mathematics and Computer Science)
Recent Advances in Discrete Harmonic Analysis
edited by Akos Magyar and Steven Senger
submission deadline 31 Mar 2025 | Viewed by 412 | Submission Open
Keywords: discrete harmonic analysis; ergodic theory; ramsey theory; discrete geometry; arithmetic and geometric Ramsey theory
(This special issue belongs to the Section Algebra, Geometry and Topology)
Advances and Applications in Computational Neuroscience submission deadline 31 Mar 2025 | Viewed by 381 | Submission Open
Keywords: computational neuroscience; networks models; connectomes; brain– computer interface; computational models of cognitive processes; spiking neural networks; psychiatric disorders
(This special issue belongs to the Section Mathematical Biology)
Bioinformatics and Mathematical Modelling
edited by Juntao Liu and Ting Yu
submission deadline 31 Mar 2025 | Viewed by 337 | Submission Open
Keywords: protein; primary sequence; tertiary structure; binding sites; binding affinity; complex structure; peptide function
(This special issue belongs to the Section Mathematical Biology)
Bio-Inspired Computation Based on Mathematical Modeling—Theories and Applications in Health Sciences submission deadline 31 Mar 2025 | Viewed by 293 | Submission Open
Keywords: mathematical optimization; mathematical modeling; artificial intelligence; natural computing; agents and multi‐agent systems; complex networks; decision support systems; bioinformatics; biomathematics; sequence analysis; DNA sequencing; sequence assembly; gene function prediction; computational evolutionary biology; comparative genomics; genetics of disease; analysis of mutations in cancer; gene and protein expression; analysis of regulation; analysis of the cellular organization; structural bioinformatics; network and systems biology; molecular interaction network
(This special issue belongs to the Section Mathematical Biology)
Mathematical Methods in Machine Learning, Neural Networks and Computer Vision
edited by Zhaoxian Zhou
submission deadline 31 Mar 2025 | Viewed by 280 | Submission Open
Keywords: machine learning; deep learning; neural networks; image processing; pattern recognition; computer vision; mathematical methods; optimization algorithms; statistical models; autonomous systems
(This special issue belongs to the Section Mathematics and Computer Science)
Modeling Multivariate Financial Time Series and Computing submission deadline 31 Mar 2025 | Viewed by 278 | Submission Open
Keywords: conditional covariance matrix; multivariate financial time series analysis; computational methods for multivariate time series analysis; spillovers; risk measures; tail risk measures
(This special issue belongs to the Section Financial Mathematics)
Applied Mathematics and Optimization Algorithms in Supply Chains
edited by Laura Calvet and
submission deadline 31 Mar 2025 | Viewed by 223 | Submission Open
Keywords: supply chains; transportation; logistics; intelligent computing; operations research; metaheuristics; simulation; resilience
(This special issue belongs to the Section Mathematics and Computer Science)
Advancements in Applied Mathematics for Economic Data Analytics: Models, Methods, and Applications
edited by Alessandro Mazzoccoli, and
submission deadline 31 Mar 2025 | Viewed by 216 | 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 Financial Mathematics)
Sequential Sampling Methods for Statistical Inference
edited by Jun Hu and
submission deadline 31 Mar 2025 | Viewed by 214 | Submission Open
Keywords: sequential sampling methods; statistical inference; point estimation; interval estimation; hypothesis testing; change-point detection; multi-armed bandits
(This special issue belongs to the Section Probability and Statistics)
Geometry and Symmetry in Mathematical Physics submission deadline 31 Mar 2025 | Viewed by 212 | Submission Open
Keywords: differential geometry; Riemannian and pseudo-Riemannian Metrics; Lie groups; holonomy
(This special issue belongs to the Section Mathematical Physics)
Extreme Values, Regular Variation and Empirical Processes
edited by Claudia Neves
submission deadline 31 Mar 2025 | Viewed by 195 | Submission Open
Keywords: spatial and/or temporal process; methodological statistics; nonparametric statistics machine learning; causal inference; regression models; applied probability; graphical models; optimization; data science; applied statistical modelling and simulation
(This special issue belongs to the Section Probability and Statistics)
Application of Artificial Intelligence to Computational Fluid Dynamics Problems
edited by Ioannis William Kokkinakis and
submission deadline 31 Mar 2025 | Viewed by 182 | Submission Open
Keywords: computational fluid dynamics; machine learning algorithms; laminar; transitional and turbulent flows; multi-scale flows; multi-phase flows; AI in fluid mechanics applications in science; technology and medicine
(This special issue belongs to the Section Engineering Mathematics)
Numerical Analysis and Algorithms for High-Performance Computing
edited by , Xiaoqiang Yue, Xuguang Chen and Tiaojie Xiao
submission deadline 31 Mar 2025 | Viewed by 178 | Submission Open
Keywords: high-performance computing (HPC); numerical analysis; sparse matrix computations; direct and iterative methods; electromagnetic computation; algorithm optimization; structural mechanics; parallel-in-time; multigrid methods; domain decomposition; machine learning in HPC
(This special issue belongs to the Section Computational and Applied Mathematics)
New Solutions for Multimedia and Artificial Intelligence Security
edited by
submission deadline 31 Mar 2025 | Viewed by 159 | Submission Open
Keywords: multimedia forensics and anti-forensics; adversarial attacks and defenses; deepfake and misinformation detection; steganography and steganalysis; multimedia watermarking and DNN watermarking; novel data embedding techniques in various covers; interpretability and theoretical analysis of forensic techniques
(This special issue belongs to the Section Mathematics and Computer Science)
High-Dimensional Data Analysis and Applications
edited by Mu Yue and
submission deadline 31 Mar 2025 | Viewed by 154 | Submission Open
Keywords: high-dimensional data analysis; dimensionality reduction; statistical learning; machine learning; predictive modeling; big data applications
(This special issue belongs to the Section Probability and Statistics)
Numerical Modeling and Applications in Mechanical Engineering
edited by László Péter Kiss
submission deadline 31 Mar 2025 | Viewed by 154 | Submission Open
Keywords: finite element method; discrete element method; meshfree methods; optimization; mechanics of solids; computational fluid dynamics; fluid-structure interaction; heat transfer
(This special issue belongs to the Section Engineering Mathematics)
The Applications of Mathematical Analysis and Machine Learning in Healthcare
edited by Abdulaziz Ahmed and Mohammed Ali Al-Garadi
submission deadline 31 Mar 2025 | Viewed by 141 | Submission Open
Keywords: healthcare analytics; predictive modeling; operational efficiency; machine learning; disease diagnoses
(This special issue belongs to the Section Mathematics and Computer Science)
Research and Advances in Network Security
edited by
submission deadline 31 Mar 2025 | Viewed by 131 | Submission Open
Keywords: innovative security protocols; contemporary networking scenarios; secure networks; robust data protection; quantum-resistant algorithms; IDPSs; AI-driven approaches
(This special issue belongs to the Section Mathematics and Computer Science)
Mathematical Foundations and Advances in Machine Learning and Data Mining
edited by Kan Li
submission deadline 31 Mar 2025 | Viewed by 131 | Submission Open
Keywords: deep learning; machine learning; data mining; explainable AI; pattern recognition; big data
(This special issue belongs to the Section Mathematics and Computer Science)
Reliability Management and Maintenance Optimization with Mathematical Models in Industrial Engineering
edited by Wenjie Dong and Yingsai Cao
submission deadline 31 Mar 2025 | Viewed by 130 | Submission Open
Keywords: reliability management; degradation modeling; preventive maintenance; quality engineering; mathematical methods; industrial engineering
(This special issue belongs to the Section Engineering Mathematics)
Trustworthy Graph Neural Networks: Models and Applications, 2nd Edition
edited by and Xiao Wang
submission deadline 31 Mar 2025 | Viewed by 111 | Submission Open
Keywords: graph neural networks; deep learning for graphs; graph representation learning; spectral graph theory; robust graph neural networks; explainable graph neural networks; stable graph neural networks; uncertainty in graph neural networks; graph-neural-network-related applications
(This special issue belongs to the Section Mathematics and Computer Science)
Nonlinear Dynamics in PDEs: Complexity and Chaos in Physical and Mathematical Sciences submission deadline 31 Mar 2025 | Viewed by 104 | Submission Open
Keywords: partial differential equations (PDE); chaos; nonlinear dynamical systems; bifurcation theory; synchronization phenomena; fractals; multi-stability; complexity
(This special issue belongs to the Section Mathematical Physics)
Safety and Reliability of Autonomous Systems
edited by Sharareh Taghipour
submission deadline 31 Mar 2025 | Viewed by 91 | Submission Open
Keywords: autonomous systems; reliability modelling; safety engineering; quality assurance; mathematical modelling; probabilistic model; nonlinear programming
(This special issue belongs to the Section Engineering Mathematics)
Data Science Approaches for Health Informatics and Bio-Cheminformatics
edited by Cesar Raúl Carcía Jacas and
submission deadline 31 Mar 2025 | Viewed by 16 | Submission Open
Keywords: machine learning; graph learning; artificial intelligence; big data; Internet of Things; health informatics; bioinformatics; cheminformatics
(This special issue belongs to the Section Mathematics and Computer Science)
Analytical Approaches to Nonlinear Dynamical Systems and Applications, 3rd Edition
edited by
submission deadline 31 Mar 2025 | Viewed by 3 | Submission Open
Keywords: dynamical systems; nonlinear phenomena; analytical methods; nonlinear differential equations; approximate analytical solutions
(This special issue belongs to the Section Dynamical Systems)
Mathematical Analysis of Robotics and Mechanisms submission deadline 1 Apr 2025 | 1 articles | Viewed by 2785 | Submission Open
Keywords: mathematics in robots modelling; planning; and control; algorithms for optimization of robots modelling; planning; and control; optimal design of parallel robots; novel mathematical techniques to model the motion; forces; and kinematics of robots and mechanisms; and to analyse their performance and behaviour; novel algorithms in motion planning and control: the development of algorithms and techniques to enable robots to move smoothly and efficiently from one location to another; while avoiding obstacles and other hazards; AI; intelligent control; neuro-control; fuzzy control and their applications; smart manufacturing; biomedical and rehabilitation engineering; welfare robotics and mechatronics; bionic robot navigation; task; and motion planning; bionic robotics; autonomous and evolutionary robotics; biomimetic robotics; industrial automation; process control; manufacturing process; intelligent control and AI in mechatronics; intelligent mechatronics; automation; control systems; locomotion and manipulation in biological and robot systems; rehabilitation robot system; neuro-robotics; wearable robots; robot intelligence and learning; robot vision and audition; soft robotics; robotic systems modeling; optimization; simulation; and experiments; robots and automation; robotic grasping and manipulation; sensor design; sensor fusion; sensor networks; human– robot interaction; universal design and services; ubiquitous robots and devices
(This special issue belongs to the Section Engineering Mathematics)
Advances in Queueing Theory and Applications
edited by
submission deadline 1 Apr 2025 | 4 articles | Viewed by 2350 | Submission Open
Keywords: queueing theory; stochastic modeling; applied probability
(This special issue belongs to the Section Probability and Statistics)
Complex Process Modeling and Control Based on AI Technology
edited by Jie Hu, and Pan Yu
submission deadline 1 Apr 2025 | 3 articles | Viewed by 2320 | Submission Open
Keywords: data-driven modeling; artificial intelligence; process control; dynamical systems modelling; machine learning
(This special issue belongs to the Section Mathematics and Computer Science)
Research on Applied Partial Differential Equations
edited by Erwin Suazo and
submission deadline 1 Apr 2025 | 1 articles | Viewed by 874 | Submission Open
Keywords: fractional calculus; ordinary differential equations; partial differential equations; stochastic differential equations; nonlinear wave propagation; applications of difference and differential equations in finance (or applications in finance); differential learning methods
(This special issue belongs to the Section Difference and Differential Equations)
Bayesian Networks: Parameter and Structure Learning with Their Real-World Applications for Decision Making
edited by Marta Pittavino
submission deadline 1 Apr 2025 | Viewed by 198 | Submission Open
Keywords: additive Bayesian networks; dynamic Bayesian networks; decision sciences; choice of the prior distribution; factorization of the joint probability; score functions
(This special issue belongs to the Section Probability and Statistics)
New Approaches to Data Analysis and Data Analytics
edited by Ildar Z. Batyrshin and
submission deadline 1 Apr 2025 | Viewed by 161 | Submission Open
Keywords: subjective information; uncertainty modeling; fuzzy-probabilistic models; fuzzy relations; measures of relationships; similarity measures; correlation functions; involutivity; bipolarity
(This special issue belongs to the Section Fuzzy Sets, Systems and Decision Making)
Modern Trends in Computation and Control in Autonomous Robotics Systems
edited by Yujiong Liu
submission deadline 1 Apr 2025 | Viewed by 79 | 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 Engineering Mathematics)
Mathematical Structures and Their Applications submission deadline 10 Apr 2025 | 3 articles | Viewed by 6896 | Submission Open
Keywords: category; structure; diagram; mathematical structure; directed graph; span; cospan; reflexive graph; internal categories; groupoid; crossed module; bicategory; triangulation; chain complex
(This special issue belongs to the Section Algebra, Geometry and Topology)
Reliability Estimation and Mathematical Statistics
edited by Kamel Rekab
submission deadline 10 Apr 2025 | 6 articles | Viewed by 4769 | Submission Open
Keywords: estimation; reliability; sequential; Bayesian; classical; decision rule; simulation; software; system
(This special issue belongs to the Section Probability and Statistics)
Mathematical Models and Computer Science Applied to Biology
edited by Xiaoping Liu
submission deadline 10 Apr 2025 | 4 articles | Viewed by 4604 | Submission Open
Keywords: high-throughput data; network medicine; multi-layered network; multi-scale analysis
(This special issue belongs to the Section Mathematical Biology)
Mathematical Approaches Applied in Operations Research, Logistics, and Inventory
edited by Pei-Fang Tsai and Ming-Feng Yang
submission deadline 10 Apr 2025 | 5 articles | Viewed by 4439 | Submission Open
Keywords: operations research; logistics management; inventory management; mathematical models; mathematical methods; optimization; decision making; planning under carbon footprint constraints; green manufacturing; resilience and flexibility in planning and scheduling; risk evaluation and analysis modelling; operations management; uncertainty; Internet of Things; Industry 5.0
(This special issue belongs to the Section Computational and Applied Mathematics)
Advanced Research in Complex Analysis Operators and Special Classes of Analytic Functions
edited by
submission deadline 10 Apr 2025 | 5 articles | Viewed by 3561 | Submission Open
Keywords: analytic function; univalent function; differential operator; integral operator; fractional operator; q-operator; differential subordination; differential superordiantion
(This special issue belongs to the Section Algebra, Geometry and Topology)
Advances in Fuzzy Decision Theory and Applications, 2nd Edition
edited by and
submission deadline 10 Apr 2025 | 4 articles | Viewed by 3314 | Submission Open
Keywords: fuzzy theory; fuzzy decision theory and method; decision making; multicriteria decision making; group decision making; engineering and scientific applications
(This special issue belongs to the Section Fuzzy Sets, Systems and Decision Making)
Statistics and Probabilities and Their Role within Health Sciences submission deadline 10 Apr 2025 | 2 articles | Viewed by 2512 | Submission Open
(This special issue belongs to the Section Computational and Applied Mathematics)
Dynamic Modeling and Simulation for Control Systems, 3rd Edition
edited by , Gabriel Frumusanu and
submission deadline 10 Apr 2025 | 2 articles | Viewed by 1687 | Submission Open
Keywords: mathematical modeling; numerical simulation; optimization algorithms; control systems; time response analysis; time-delay systems; feedback control; networked control; stochastic control; fault detection; robust control; adaptive control; frequency response analysis; stability analysis; fuzzy logic; data acquisition; neural networks; artificial intelligence; mechanical and electrical interaction; physical engineering design
(This special issue belongs to the Section Engineering Mathematics)
Advances in Partial Differential Equations: Methods and Applications
edited by Xiaojie Hou, Yi Li and Shuangjie Peng
submission deadline 10 Apr 2025 | 1 articles | Viewed by 1128 | Submission Open
Keywords: existence; uniqueness; stability; bifurcation; singular perturbation; pattern
(This special issue belongs to the Section Computational and Applied Mathematics)
New Advances of Operations Research and Analysis
edited by
submission deadline 10 Apr 2025 | 1 articles | Viewed by 871 | Submission Open
Keywords: mathematical programming; meta-heuristic algorithms; agent-based modelling; simulation-based optimization; location analysis; logistics and supply chain; transportation; network optimization; big data analytics; production planning and scheduling; stochastic optimization; robust optimization
(This special issue belongs to the Section Financial Mathematics)
Multi-criteria Decision Making under Uncertainty
edited by and
submission deadline 10 Apr 2025 | 1 articles | Viewed by 637 | Submission Open
Keywords: large-scale group decision making; consensus reaching process; multi-criteria sorting; emergency decision making; emergency early warning; risk analysis
(This special issue belongs to the Section Engineering Mathematics)
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