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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High-Dimensional Data Analysis and Applications
edited by Mu Yue and
submission deadline 30 Sep 2025 | 3 articles | Viewed by 1683 | 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 D1: Probability and Statistics)
Stochastic Control and Optimization in Mathematical Finance
edited by Qi Wang and Juho Kanniainen
submission deadline 30 Sep 2025 | 2 articles | Viewed by 1646 | Submission Open
Keywords: stochastic control; optimization; mathematical finance; portfolio optimization; risk management; derivative pricing; asset allocation; financial modeling; decision making; uncertainty
(This special issue belongs to the Section E5: Financial Mathematics)
Analytical Methods and Qualitative Analysis for Differential Equations
edited by Fengping Yao
submission deadline 30 Sep 2025 | 2 articles | Viewed by 1612 | Submission Open
Keywords: partial differential equations; ordinary differential equations; nonlinear dynamical systems; harmonic analysis; soliton theory; mathematical physics; fluid mechanics; integrable system; exact solutions; analytical methods and qualitative analysis for differential equations
(This special issue belongs to the Section C1: Difference and Differential Equations)
Mathematical Modeling of Complex Entangled Structures submission deadline 30 Sep 2025 | Viewed by 745 | Submission Open
Keywords: knot theory; knot classification; mathematical modeling; computational topology; applications in biology; chemistry; and physics; periodic entanglements and fabric structures; low-dimensional topology
(This special issue belongs to the Section B: Geometry and Topology)
New Perspectives in Harmonic Analysis
edited by Stephen Casey
submission deadline 30 Sep 2025 | 1 articles | Viewed by 631 | Submission Open
Keywords: shannon sampling; irregular sampling; interpolation theory; Gabor systems; wavelets; frame theory; information theory; deep learning
(This special issue belongs to the Section E: Applied Mathematics)
Advanced Mathematical Methods in Remote Sensing
edited by Andrija Krtalić, Marko Horvat and
submission deadline 30 Sep 2025 | 1 articles | Viewed by 610 | Submission Open
Keywords: digital image processing; big data analysis and processing; image classification (multispectral; hyperspectral); spatial data analysis; spatiotemporal monitoring and analyzing; data visualization and presentation; machine learning; artificial neural networks and deep learning; artificial intelligence methods.
(This special issue belongs to the Section E: Applied Mathematics)
Research on Delay Differential Equations and Their Applications
edited by
submission deadline 30 Sep 2025 | 1 articles | Viewed by 509 | Submission Open
Keywords: numerical solution; analytical solution; modeling; stability analysis; convergence; delay diffusion equations; delay wave-type equations; partial differential equations with delay; partial functional differential equations; fractional delay partial differential equations
(This special issue belongs to the Section C1: Difference and Differential Equations)
Research on Graph Neural Networks and Knowledge Graph
edited by Zhaowei Liu, and
submission deadline 30 Sep 2025 | 1 articles | Viewed by 496 | Submission Open
Keywords: graph neural networks; knowledge graph representation; deep graph learning
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematical Methods for Control Systems and Signal Processing with Applications submission deadline 30 Sep 2025 | Viewed by 490 | Submission Open
Keywords: mathematical methods; characterization and modeling; monitoring and diagnosing; control methodologies; control systems; signal processing; real-time systems
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Complex System Dynamics and Image Processing
edited by Hao Zhang
submission deadline 30 Sep 2025 | Viewed by 460 | Submission Open
Keywords: chaos; memristor; dynamics; nonlinear analysis; image encryption; image hiding; steganography; image compression; watermarking
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Numerical Analysis and Algorithms for High-Performance Computing
edited by , Xiaoqiang Yue, Xuguang Chen and Tiaojie Xiao
submission deadline 30 Sep 2025 | Viewed by 460 | 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 E: Applied Mathematics)
Mathematics of Computer Networking in Real-World Applications
edited by , and Hongbing Ma
submission deadline 30 Sep 2025 | Viewed by 395 | Submission Open
Keywords: multi-agent cooperation; game theory; path planning; round up strategy; security of computer networking; abnormality detection in computer networking; reinforcement learning; mathematical optimization
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematics Optimization Algorithms and Scheduling Optimization of Manufacturing Systems
edited by , Zhihai Zhang, Jian Chen and Chaobo Yan
submission deadline 30 Sep 2025 | 1 articles | Viewed by 392 | Submission Open
Keywords: manufacturing system; scheduling; service-oriented manufacturing; intelligent manufacturing; sustainable manufacturing; optimization methods
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Mathematical Modeling and Numerical Simulation
edited by Kangli Xu
submission deadline 30 Sep 2025 | 1 articles | Viewed by 366 | Submission Open
Keywords: numerical methods; uncertainty quantification; computational fluid dynamics; model order reduction; optimization and control; high-performance computing
(This special issue belongs to the Section C: Mathematical Analysis)
Matrices and Matrix Arithmetic for Machine Learning
edited by Ming Yang
submission deadline 30 Sep 2025 | Viewed by 342 | Submission Open
Keywords: matrix decomposition; low-rank matrix approximations; matrix factorization in machine learning; sparse matrix methods; matrix-based optimization; tensor algebra in machine learning; computational efficiency in machine learning; matrix arithmetic algorithms; deep learning and matrix operations; high-dimensional data analysis 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)
Mathematical Modeling, Algorithms, and Inverse Problems in Imaging Sciences
edited by Wei Wang
submission deadline 30 Sep 2025 | Viewed by 340 | Submission Open
Keywords: image processing; inverse problem; modeling; algorithm; mathematical methods
(This special issue belongs to the Section E: Applied Mathematics)
Computational Aerodynamics and Fluid Dynamics: Trends and Challenges
edited by Mohammad Saeedi, Ali Tarokh and Baafour Nyantekyi-Kwakye
submission deadline 30 Sep 2025 | Viewed by 335 | Submission Open
Keywords: numerical algorithms; high-performance computing; turbulence modeling; multiphysics simulations; integration of artificial intelligence
(This special issue belongs to the Section E: Applied Mathematics)
Advances in Convex Analysis and Inequalities
edited by
submission deadline 30 Sep 2025 | 1 articles | Viewed by 272 | Submission Open
Keywords: convex analysis; convex optimization; convex functions; biconvex functions; generalized convexity; majorization theory; Schur convex functions; Jensen inequality; Hermite– Hadamard inequality; weighted inequalities; geometric inequalities; variational inequalities; equilibrium problems
Mathematical Plasma Physics
edited by Nikos Kallinikos
submission deadline 30 Sep 2025 | Viewed by 243 | Submission Open
Keywords: flux surfaces; magnetic islands; quasisymmetry; magnetic confinement; near-axis analysis; magnetohydrostatics; gyrokinetics; divertors; magnetic coils; stellarators
(This special issue belongs to the Section E4: Mathematical Physics)
Applications of Computational Intelligence, Computer Vision and Pattern Recognition
edited by
submission deadline 30 Sep 2025 | Viewed by 242 | Submission Open
Keywords: computational intelligence; machine learning; generative adversarial networks; dimensionality reduction; unsupervised learning
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Machine Learning, Data Mining, and Optimization Methods for Graphs
edited by and Xiaowen Bi
submission deadline 30 Sep 2025 | Viewed by 217 | Submission Open
Keywords: graph algorithms; graph learning; machine learning on graphs; graph neural networks; spectral graph theory; graph mining; combinatorial optimization; network analysis; large-scale graph processing; data mining for graphs; mathematical computing; algorithm design; graph theory applications; topological data analysis; scalable graph methods; computational graph models
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Nonlinear Dynamics, 2nd Edition
edited by
submission deadline 30 Sep 2025 | Viewed by 197 | Submission Open
Keywords: nonlinear dynamics; complexity and complex systems; advanced control systems; fractional calculus; mathematical modelling; analytical and numerical methods; computational techniques and numerical simulation; signal processing; time series analysis; complex networks; electro-mechanical structures; finance end economy systems; biomathematics; evolutionary computing; chaos and fractals
(This special issue belongs to the Section C2: Dynamical Systems)
New Advances in Distributed Systems, Edge Intelligence, and Artificial Intelligence
edited by Xiaoming Yuan, and Yulan Gao
submission deadline 30 Sep 2025 | Viewed by 194 | Submission Open
Keywords: distributed computing frameworks; distributed systems; system optimization; control optimization; mathematical optimization methods; edge intelligence; graph theory; distributed storage; computational methods; quality of service (QoS) optimization; Internet of Things (IoT); deep learning; federated learning; security and privacy protection; generated artificial intelligence; prediction models; digital twin technologies; distributed multiple resource management
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advanced Time Series and Computational Methods in Biological Signal Processing
edited by Ziyu Jia
submission deadline 30 Sep 2025 | Viewed by 189 | Submission Open
Keywords: time series analysis; deep learning algorithms; biological signal processing; affective computing; physiological data modeling; multimodal data fusion; emotion recognition; computational neuroscience; mathematical modeling; real-time signal processing
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematical Optimization and Metaheuristics: Applications and Integration with Artificial Intelligence
edited by
submission deadline 30 Sep 2025 | Viewed by 183 | Submission Open
Keywords: mathematical optimization; metaheuristics; artificial intelligence; real-world applications; neural networks
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Advanced Applications with Computing Methods in Information Security
edited by Manish Gupta
submission deadline 30 Sep 2025 | Viewed by 173 | Submission Open
Keywords: machine learning; generative AI; applied mathematics; theoretical seismology with advanced intelligence; wave propagation in different media; earthquake engineering; fluid mechanics; solid mechanics; astrodynamics; brain dynamics; full wave inversion and its applications
(This special issue belongs to the Section E: Applied Mathematics)
Collaborative and Mathematical Approaches in Machine Learning, Cloud Computing and Privacy Protection
edited by Junqing Le, Jie Tang and Long Jiao
submission deadline 30 Sep 2025 | Viewed by 166 | Submission Open
Keywords: machine learning; cloud computing; privacy protection; security
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Deep Learning and Generative AI for Wireless Communications
edited by Yuyi Mao and Xianghao Yu
submission deadline 30 Sep 2025 | Viewed by 165 | Submission Open
Keywords: 6G network; wireless communication; deep learning; generative ai; semantic communications; goal-oriented communication; native AI
(This special issue belongs to the Section E1: Mathematics and Computer Science)
New Trends in Fractional Differential Equations with Applications
edited by
submission deadline 30 Sep 2025 | Viewed by 159 | Submission Open
Keywords: fractional differential equations; fractional calculus; chaotic systems; applications
(This special issue belongs to the Section C2: Dynamical Systems)
New Advances in Fuzzy Topology submission deadline 30 Sep 2025 | Viewed by 152 | Submission Open
Keywords: good extensions of topological concepts; fuzzy topological spaces; intuitionistic fuzzy topological spaces
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Recent Studies in Number Theory and Algebraic Geometry
edited by Evgeniy Zorin
submission deadline 30 Sep 2025 | Viewed by 128 | Submission Open
Keywords: analytic number theory; arithmetic geometry; diophantine approximations; interactions of number theory; multifractal analysis; computational results
(This special issue belongs to the Section B: Geometry and Topology)
Mathematical Models and Methods in Computational Social Science
edited by Ye Wu, Lin Zhang and Xiaofan Liu
submission deadline 30 Sep 2025 | Viewed by 125 | Submission Open
Keywords: computational methods; social robots; agent-based modeling; social network analysis; mathematical modeling; complex systems; big data analytics; opinion dynamics; quantitative social science
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Numerical Optimization: Algorithms and Applications
edited by
submission deadline 30 Sep 2025 | Viewed by 118 | Submission Open
Keywords: optimization for process modeling; numerical simulation of the optimization problems; optimization for process control; global optimization; stochastic optimization; robust optimization; multi-criteria optimization problems; operations research problems; optimization on graphs and networks; optimization in logistics; optimization of manufacturing processes; vehicle routing and other transportation problems; control-theoretic problems; exact solution algorithms; machine-learning; complexity issues
(This special issue belongs to the Section E: Applied Mathematics)
Advances in Algorithms, Data Structures, and Computing
edited by and Shudong Wang
submission deadline 30 Sep 2025 | Viewed by 117 | Submission Open
Keywords: mathematical modeling; deep learning; cloud computing; edge computing; bioinformatics; theory and applications of DNA computational models; reinforcement learning
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Modeling and Control in Vibrational and Structural Dynamics submission deadline 30 Sep 2025 | Viewed by 110 | Submission Open
Keywords: modeling and control in vibrational and structural dynamics; active sound and vibration control; classical/numerical methods for studying dynamic systems; soil– structure; structural– acoustic; and fluid– structural interactions; stability and bifurcation analyses; linear/nonlinear beams; arches; cables; plates; and shells; active and passive control; sensor and actuator; experimental studies and measurement techniques; vibration isolation; optimization for a structural problem; harmonic balance method; perturbation method; method of multiple scales; nonlinear oscillator
(This special issue belongs to the Section E4: Mathematical Physics)
Advances in Statistical Machine Learning: Interpretability, Explainability and High-Performance Algorithms
edited by and Elvira Romano
submission deadline 30 Sep 2025 | Viewed by 108 | Submission Open
Keywords: statistical approaches in machine learning; interpretability and explainability; high-performance algorithms; integration of large language models (LLMs); textual analysis and machine learning; causal machine learning; application-driven machine learning
(This special issue belongs to the Section D1: Probability and Statistics)
Mathematical Methods and Models in Epidemiology, 2nd Edition
edited by James P. Braselton and
submission deadline 30 Sep 2025 | Viewed by 93 | Submission Open
Keywords: mathematical biology; epidemiology; epidemic models; endemic models; COVID-19
Recent Developments in Disturbance Rejection Control Theory and Applications
edited by Zhenhua Zhao, Ting Li and Huiming Wang
submission deadline 30 Sep 2025 | Viewed by 84 | Submission Open
Keywords: disturbance rejection control; active disturbance rejection control; robust control; nonlinear control; mechatronic systems; flight control systems; power electric systems; mobile robots; nonlinear control system
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Advances in Cryptography and Information Safety
edited by and
submission deadline 30 Sep 2025 | Viewed by 74 | Submission Open
Keywords: anonymity; applied cryptography; attacks and defenses; attestation; authentication; blockchains and distributed ledger security; cloud security; cyber physical system security; distributed system security; differential privacy; federated learning security and privacy; IoT security; machine learning and AI security; mobile security; privacy formalisms; privacy-enhancing technologies; protocol security; usable security and privacy; trustworthy computing; web security
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Application of Computational Intelligence and Mathematical Methods to Medical Image Analysis
edited by Yanda Meng and Yanyu Xu
submission deadline 30 Sep 2025 | Viewed by 66 | Submission Open
Keywords: medical image analysis; AI and deep learning; mathematical modeling; data-efficient algorithms
(This special issue belongs to the Section E3: Mathematical Biology)
New Advance in Applied Probability and Statistical Inference
edited by Maurizio Brizzi
submission deadline 30 Sep 2025 | Viewed by 66 | Submission Open
Keywords: applied probability; discrete distributions; continuous models; statistical inference; point and interval estimation; quantile methods; fuzzy methods; parametric statistical tests; non-parametric statistical tests
(This special issue belongs to the Section D1: Probability and Statistics)
New Advances and Applications Operational Research and Scheduling Theory
edited by Felipe F. Baesler
submission deadline 30 Sep 2025 | Viewed by 51 | Submission Open
Keywords: operational research; scheduling theory; resource allocation; machine scheduling; workforce planning; vehicle routing; supply chain optimization; heuristics and metaheuristics; artificial intelligence in scheduling
(This special issue belongs to the Section D: Statistics and Operational Research)
Intelligent Perception Computing and Graph Neural Networks: Algorithms, Applications, and New Challenges
edited by , and Zhuotao Lian
submission deadline 1 Oct 2025 | 2 articles | Viewed by 3003 | Submission Open
Keywords: graph neural networks; intelligent perception computing; parallel and distributed computing; multi-modal data integration; computer vision; sensor networks; wireless communication; data privacy
(This special issue belongs to the Section E1: Mathematics and Computer Science)
New Approaches to Data Analysis and Data Analytics
edited by Ildar Z. Batyrshin and
submission deadline 1 Oct 2025 | Viewed by 402 | 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 D2: Operations Research and Fuzzy Decision Making)
Statistics and Data Sciences
edited by and Jinze Yu
submission deadline 1 Oct 2025 | Viewed by 174 | Submission Open
Keywords: large vision models; multimodal image processing; 3D computer vision
(This special issue belongs to the Section D1: Probability and Statistics)
Numerical Solution of Differential Equations and Their Applications
edited by , Athinoula A. Kosti and Mufutau Ajani Rufai
submission deadline 10 Oct 2025 | 6 articles | Viewed by 9524 | Submission Open
Keywords: numerical methods; differential equations; error analysis; convergence; applications
(This special issue belongs to the Section C1: Difference and Differential Equations)
Complex Network Modeling: Theory and Applications, 2nd Edition
edited by
submission deadline 10 Oct 2025 | 5 articles | Viewed by 9465 | Submission Open
Keywords: complex network modeling; structure; and function analysis; network analysis of social; economic; and technological networks; dynamics on complex networks: propagation; games; complex networks and big data analytics and computing; network security fundamental theory and application; complex network applications: link prediction and recommendation algorithms
(This special issue belongs to the Section E: Applied Mathematics)
Innovative Topology Optimization Methods and Sustainable Applications
edited by Muayad Habashneh
submission deadline 10 Oct 2025 | Viewed by 672 | Submission Open
Keywords: topology optimization; reliability-based design; computational mechanics; finite element analysis (FEA); sustainability in structural design; multi-material optimization; additive manufacturing and design; uncertainty in optimization
(This special issue belongs to the Section E: Applied Mathematics)
Emerging Trends in Real-Time Optimization to Digitize Processes and Operations
edited by Jose Antonio Marmolejo-Saucedo
submission deadline 10 Oct 2025 | 1 articles | Viewed by 636 | Submission Open
Keywords: real-time optimization; big data analytics; machine learning; Internet of Things (IoT); industry applications; healthcare applications; digital twins development; large-scale optimization; process digitization; metaheuristic and heuristic algorithms
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Analysis and Applications of Numerical Methods for Wave-Propagation Problems
edited by and Maria Vasilyeva
submission deadline 10 Oct 2025 | Viewed by 119 | Submission Open
Keywords: discontinuous Galerkin; wave equation; numerical analysis; finite elements; hyperbolic equations; wave propagation; finite difference method; finite volume method; spectral element method; enriched Galerkin method; mixed finite element method; multiscale methods; upscaling/homogeneization
(This special issue belongs to the Section E: Applied Mathematics)
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