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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Image Processing and Generation, Pattern Recognition, and Data Visualization submission deadline 30 Nov 2025 | 3 articles | Viewed by 2153 | Submission Open
Keywords: image processing; pattern recognition; data visualization; machine learning; artificial intelligence; digital topology; AI-based image generation
(This special issue belongs to the Section E: Applied Mathematics)
Advances in Computational Electromagnetics and Its Applications
edited by and
submission deadline 30 Nov 2025 | 1 articles | Viewed by 1898 | Submission Open
Keywords: electromagnetics; simulation; multi-field coupling; artificial intelligence
(This special issue belongs to the Section E: Applied Mathematics)
Advanced Numerical Linear Algebra
edited by , and
submission deadline 30 Nov 2025 | 2 articles | Viewed by 1893 | Submission Open
Keywords: eigenvalues; SVD; matrix equations; quaternion matrix; generalized inverse
(This special issue belongs to the Section A: Algebra and Logic)
Advanced Research in Mathematical Economics and Financial Modelling, 2nd Edition submission deadline 30 Nov 2025 | 3 articles | Viewed by 1796 | Submission Open
Keywords: mathematical economics; financial modelling; financial engineering; structural equation modelling; spatial statistics and econometrics; stochastic optimization; measurement; network analysis and sampling techniques
(This special issue belongs to the Section E5: Financial Mathematics)
Linear Elliptic PDEs
edited by and Falko Baustian
submission deadline 30 Nov 2025 | 1 articles | Viewed by 1642 | Submission Open
Keywords: linear elliptic PDEs; regularity theory; eigenvalue problems; numerical analysis of PDE algorithms; machine learning for PDEs; quantum algorithms for PDEs
(This special issue belongs to the Section C1: Difference and Differential Equations)
Research and Applications of Neural Networks and Fuzzy Logic submission deadline 30 Nov 2025 | 1 articles | Viewed by 1508 | Submission Open
Keywords: neural networks; fuzzy logic; neuro-fuzzy systems; explainable AI; optimal neural network architectures; artificial intelligence
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Mathematical Modelling and Applied Statistics submission deadline 30 Nov 2025 | 1 articles | Viewed by 1497 | Submission Open
Keywords: mathematical modeling; applied statistics; interdisciplinary applications
(This special issue belongs to the Section D1: Probability and Statistics)
Dynamical System and Stochastic Analysis, 2nd Edition
edited by and
submission deadline 30 Nov 2025 | 1 articles | Viewed by 1481 | Submission Open
Keywords: random structures; parameters and noises; stochastic systems; control theory and applications; estimation; fault diagnosis; prognostics; optimization; applied mathematics; control engineering; signal processing; numerical simulation; finite element analysis
(This special issue belongs to the Section C1: Difference and Differential Equations)
Deep Learning and Machine Learning Mathematical Models for Computer Assisted Diagnostic Systems, 2nd Edition submission deadline 30 Nov 2025 | Viewed by 1195 | Submission Open
Keywords: deep learning; machine learning; artificial intelligence; fault diagnosis; damage diagnosis; disease diagnosis; medical decision making; real-time diagnostics
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Optimization and Path Planning of Robotics
edited by
submission deadline 30 Nov 2025 | 1 articles | Viewed by 1055 | Submission Open
Keywords: optimization; path planning; collision avoidance; computational geometry; simulation
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Theoretical Methods and Applications of the Large Language Models
edited by Chengqing Zong
submission deadline 30 Nov 2025 | 1 articles | Viewed by 1034 | Submission Open
Keywords: natural language processing; computational linguistics; large language models; language modeling; natural language generation; text mining
Nonlinear Dynamics and Stochastic Modeling of Complex Systems
edited by Thomas M Michelitsch and Alejandro Pérez Riascos
submission deadline 30 Nov 2025 | 1 articles | Viewed by 1030 | Submission Open
Keywords: stochastic resetting; population dynamics; epidemic spreading; compartment models; predator-prey models; nonlinear systems with random delay effects and memory; stochastic chaos
(This special issue belongs to the Section E: Applied Mathematics)
Mathematical Modeling in Population Dynamics
edited by Deeptajyoti Sen
submission deadline 30 Nov 2025 | Viewed by 897 | Submission Open
Keywords: population dynamics; evolutionary modelling; spatial dynamics; agent-based models; mathematical epidemiology; dynamical systems
(This special issue belongs to the Section C2: Dynamical Systems)
Computational Intelligence and Human–Computer Interaction: Modern Methods and Applications, 3rd Edition submission deadline 30 Nov 2025 | 1 articles | Viewed by 788 | Submission Open
Keywords: computational intelligence; machine translation; text processing; speech processing; video processing; visual sense; face recognition; fingerprint recognition; posture recognition; adaptive systems; computer vision; neural networks; machine learning; deep learning; semantic analysis; natural language processing; large language models; approximated reasoning; interactive reasoning; user– system interfaces; affective computing; user experience evaluation; agent-based systems; adaptive systems; intelligent UIs and agents; multicontext usability; HCI tools; techniques; and methodologies; computer-supported learning and assessment; computer-aided detection and diagnosis
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Numerical Simulation and Analysis of Rock Mechanics Engineering Geology
edited by Alireza Ahangar-Asr
submission deadline 30 Nov 2025 | 1 articles | Viewed by 773 | Submission Open
Keywords: numerical modeling of rock mechanics; machine learning-enhanced geomechanics; multiphase flow simulation (CFD-DEM coupling); inverse problems in geological parameterization; uncertainty quantification in rock engineering
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Evolutionary Computation, Optimization, and Their Applications
edited by , Bingchuan Wang, Zhiming Dong and Shaolong Shi
submission deadline 30 Nov 2025 | 1 articles | Viewed by 711 | Submission Open
Keywords: evolutionary computation; optimization algorithms; multiobjective optimization; large-scale systems; AI-driven applications
(This special issue belongs to the Section E: Applied Mathematics)
Artificial Intelligence and Optimization Techniques for Wireless Sensor Networks submission deadline 30 Nov 2025 | 1 articles | Viewed by 620 | Submission Open
Keywords: wireless sensor networks; sensor deployment and coverage; target tracking and localization; sensor fusion and data aggregation; sensor calibration; fault detection and predictive maintenance; energy efficiency and network management; scalability of WSN
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Applications of Differential Equations and Mathematical Modelling in Mathematical Biology submission deadline 30 Nov 2025 | 1 articles | Viewed by 592 | Submission Open
Keywords: differential equations; mathematical biology; nonlinear models
(This special issue belongs to the Section E3: Mathematical Biology)
Recent Developments and Applications of Numerical Methods in Computational Fluid Dynamics
edited by Jia Liu and Mengying Xiao
submission deadline 30 Nov 2025 | Viewed by 555 | Submission Open
Keywords: computational fluid dynamics; Anderson acceleration; preconditioning techniques; finite element method; finite difference; finite volume method; discontinuous Galerkin; domain decomposition
(This special issue belongs to the Section E: Applied Mathematics)
Parallel, Distributed Computing and Computational Mathematics
edited by
submission deadline 30 Nov 2025 | Viewed by 445 | Submission Open
Keywords: parallel computing; distributed computing; computational mathematics; high-performance computing; parallel numerical algorithms; performance optimization; algorithmic complexity; applied mathematics; algorithm design and analysis
(This special issue belongs to the Section E: Applied Mathematics)
Mathematical Modeling for Dynamics, Simulation and Control of Robotic and Industrial Systems submission deadline 30 Nov 2025 | 1 articles | Viewed by 428 | Submission Open
Keywords: robotics; nonlinear dynamics; adaptive control; optimal control; distributed control; artificial intelligence; machine learning; design of physical systems; mechanical and electrical interactions of system components; mathematical modeling; dynamic behavior; system response analysis; numerical simulation; pattern recognition; computer vision
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Advances in Intelligent Control Theory and Robotics
edited by , Jiang Han and Xiaomin Zhao
submission deadline 30 Nov 2025 | 1 articles | Viewed by 412 | Submission Open
Keywords: intelligent control; robotics; machine learning; autonomous systems; robotic manufacturing; swarm systems; adaptive control; cooperative control; smart factories; collaborative robots (cobots)
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Application of the Bayesian Method in Statistical Modeling, 2nd Edition
edited by
submission deadline 30 Nov 2025 | Viewed by 356 | Submission Open
Keywords: Bayesian analysis; Bayesian estimation; statistics; probability
(This special issue belongs to the Section D1: Probability and Statistics)
Data Science and Complex Systems
edited by Francisco J. Altimiras
submission deadline 30 Nov 2025 | Viewed by 351 | Submission Open
Keywords: data science; complex systems; mathematical modeling; network science; computational biology; bioinformatics; machine learning; deep learning; computer vision
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Stochastic Simulation: Theory and Applications submission deadline 30 Nov 2025 | Viewed by 330 | Submission Open
Keywords: risk management; data science; simulation-based design; simulation-based forecasting; discrete-event simulation
(This special issue belongs to the Section D: Statistics and Operational Research)
Artificial Intelligence, Algorithms, and Databases: Innovations and Cross-Disciplinary Impact
edited by , , Xiaohui Yan and Sicheng Hou
submission deadline 30 Nov 2025 | Viewed by 309 | Submission Open
Keywords: artificial intelligence; deep learning; swarm intelligence; data-driven optimization methods; time-series forecasting; computational intelligence and evolutionary algorithms; meta-heuristic algorithms; intelligent optimization algorithms; data mining; CNNs; RNNs; LSTMs; autoencoders; GANs; transformers; time-series anomaly detection    
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Optimal Control with Applications and Generalized Derivatives
edited by Nick Wintz
submission deadline 30 Nov 2025 | Viewed by 291 | Submission Open
Keywords: optimal control; optimal estimation; state feedback; generalized derivatives; numerical methods; dynamic equations on time scales; fractional derivatives
(This special issue belongs to the Section C1: Difference and Differential Equations)
Advances in Neural Networks and Their Applications
edited by
submission deadline 30 Nov 2025 | Viewed by 259 | Submission Open
Keywords: multimodal learning; explainable AI; mathematical modeling; robustness and generalization; large language models (LLMs); deep learning architectures; reinforcement learning; transfer learning
(This special issue belongs to the Section E: Applied Mathematics)
Recent Research on Fractional Calculus: Theory and Applications, 2nd Edition submission deadline 30 Nov 2025 | Viewed by 257 | Submission Open
Keywords: fractional operators; differintegral operators; memory-dependent phenomena; optimal control; mathematical modelling; bio-mathematics
(This special issue belongs to the Section C1: Difference and Differential Equations)
Theory and Application of Algebraic Combinatorics, 2nd Edition
edited by , and Svetlana Topalova
submission deadline 30 Nov 2025 | Viewed by 231 | Submission Open
Keywords: orthogonal arrays; parallelisms of finite projective space; finite structures and codes; arcs in projective geometries; Hjelmslev geometries; automorphism groups; codes over finite chain rings; symmetric and alternative polynomials; finitely generated algebras; young tableau; code division multiple access systems
Advance in Algebraic Structures and Representation Theories
edited by
submission deadline 30 Nov 2025 | Viewed by 227 | Submission Open
Keywords: representations; cohomology; algebraic groups; finite groups of Lie types; Lie algebras; and quantum groups
(This special issue belongs to the Section A: Algebra and Logic)
Machine Learning and Its Applications
edited by and
submission deadline 30 Nov 2025 | Viewed by 223 | Submission Open
Keywords: machine learning; big data; artificial intelligence (AI); networks and high-dimensional data; nontraditional data; such as text
(This special issue belongs to the Section E5: Financial Mathematics)
Group Decision-Making Optimization and Application
edited by Yiyi Zhao and
submission deadline 30 Nov 2025 | Viewed by 197 | Submission Open
Keywords: opinion dynamics; group decision making; multi-agent systems; distributed control and optimization; game theory-based evolutionary computation
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Mathematical Models and Methods of Scheduling Theory, 2nd Edition
edited by
submission deadline 30 Nov 2025 | Viewed by 185 | Submission Open
Keywords: scheduling theory; operation research; mathematics; computer science; management; flow shop scheduling; network problems; machine sequencing problems TRANSLATE with x English Arabic Hebrew Polish Bulgarian Hindi Portuguese Catalan Hmong Daw Romanian Chinese Simplified Hungarian Russian Chinese Traditional Indonesian Slovak Czech Italian Slovenian Danish Japanese Spanish Dutch Klingon Swedish English Korean Thai Estonian Latvian Turkish Finnish Lithuanian Ukrainian French Malay Urdu German Maltese Vietnamese Greek Norwegian Welsh Haitian Creole Persian   //   TRANSLATE with COPY THE URL BELOW Back EMBED THE SNIPPET BELOW IN YOUR SITE Enable collaborative features and customize widget: Bing Webmaster Portal Back //
(This special issue belongs to the Section E: Applied Mathematics)
Applied Mathematics in Information Systems and Processing
edited by Deyun Wei
submission deadline 30 Nov 2025 | Viewed by 182 | Submission Open
Keywords: fractional fourier transform; sparse fourier transform; sparse fractional fourier transform; graph fourier transform; graph sampling; graph neural network; linear canonical transform; compressive sensing; fast fourier transform; sampling theory; sparse representation
(This special issue belongs to the Section E: Applied Mathematics)
Advanced Methods in Machine Learning and Statistics for Big Data in a Sustainable Society
edited by Reza Arabi Belaghi
submission deadline 30 Nov 2025 | Viewed by 171 | Submission Open
Keywords: machine learning; big data analytics; statistical modeling; deep learning; bayesian inference; optimization algorithms; explainable  AI; high-dimensional data; computational mathematics for machine learning                
(This special issue belongs to the Section E: Applied Mathematics)
Stability Analysis of Fractional Systems, 3rd Edition submission deadline 30 Nov 2025 | Viewed by 166 | Submission Open
Keywords: fractional dynamical systems; fractional differential systems; stability; fractional derivatives and integrals
(This special issue belongs to the Section C1: Difference and Differential Equations)
Generative AI for Smarter UAVs: Enhancing Reinforcement Learning Decision-Making
edited by and Rahim Taheri
submission deadline 30 Nov 2025 | Viewed by 165 | Submission Open
Keywords: unmanned aerial vehicles (UAVs); diffusion models (DMs); reinforcement learning (RL); policy networks; synthetic data generation; data scarcity
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematical Knowledge Discovery in Databases and Information Systems
edited by Xiongfei Cao
submission deadline 30 Nov 2025 | Viewed by 149 | Submission Open
Keywords: mathematical knowledge discovery; information systems; social media
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Latest Advances in Intelligent Computing submission deadline 30 Nov 2025 | Viewed by 148 | Submission Open
Keywords: artificial intelligence; machine learning; deep learning; evolutionary algorithms; genetic programming; symbolic computation; explainable AI; intelligent data analysis; reinforcement learning; neuromorphic computing; optimization techniques; quantum computing; edge computing; IoT and AI integration; cybersecurity in intelligent computing
(This special issue belongs to the Section E: Applied Mathematics)
Advance in Neural Networks and Visual Learning submission deadline 30 Nov 2025 | Viewed by 127 | Submission Open
Keywords: artificial intelligence; computer vision; image processing; pattern recognition; machine learning; deep learning; artificial neural networks; natural language processing; robotics
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematical Theory, Method and Application in Graph Signal Processing
edited by
submission deadline 30 Nov 2025 | Viewed by 122 | Submission Open
Keywords: graph signal processing; graph convolution; time– frequency analysis; wavelet; neural network; machine learning
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematical Methods for Security and Privacy in Vehicular Digital Twin Networks
edited by Yang Ming
submission deadline 30 Nov 2025 | Viewed by 121 | Submission Open
Keywords: vehicular digital twin networks; intelligent transportation systems; digital twin threat model; cybersecurity; privacy protection; secure communication paradigm; secure data sharing; data confidentiality and integrity; digital twin authentication; cryptographic protocols
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advances in Numerical Mathematics for High-Performance Computing in the Exascale Era
edited by Luisa Carracciuolo, and
submission deadline 1 Dec 2025 | 2 articles | Viewed by 1785 | Submission Open
Keywords: mathematical models (particle-based versus continuum representations; scale-bridging models; etc.); discretization algorithms (high-order discretizations; parallel-in-time discretizations; etc.); solution algorithms (communication avoiding algorithms; multiple-precision algorithms; resilient algorithms; etc.); error analysis and uncertainty quantification; efficient and effective parallel numerical software for many cores and heterogeneous computing systems
(This special issue belongs to the Section E: Applied Mathematics)
Advanced Methods, Modeling and Optimization for Financial Engineering and Risk Management
edited by Vesela Mihova and
submission deadline 1 Dec 2025 | Viewed by 228 | Submission Open
Keywords: mathematics; statistical methods; mathematical modeling; time series analysis; optimization and control; quantitative finance; financial engineering; risk management; big data; computational mathematics
(This special issue belongs to the Section E5: Financial Mathematics)
Recent Advances in Nonparametric Statistics and Its Applications
edited by Somabha Mukherjee
submission deadline 1 Dec 2025 | Viewed by 136 | Submission Open
Keywords: nonparametric inference; nonparametric regression; Bayesian nonparametrics; graphical models; shape-restricted inference; causal inference; functional data analysis; topological data analysis; genomics and spatial transcriptomics
(This special issue belongs to the Section D1: Probability and Statistics)
Geometric Methods in Contemporary Engineering
edited by
submission deadline 10 Dec 2025 | 4 articles | Viewed by 4183 | Submission Open
Keywords: Lie groups and symmetries; Clifford’ s geometric algebra and calculus; applied differential geometry; graphs; knots; and computational topology; spectral geometry and geometric analysis; nonlinear dynamics and fractals; geometric deep learning
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Advances in Multi-Criteria Decision Making Methods with Applications
edited by Gabriella Marcarelli, and Antonio Lucadamo
submission deadline 10 Dec 2025 | 4 articles | Viewed by 3752 | Submission Open
Keywords: multi-criteria decision-making (MCDM); group decision-making; pairwise comparisons; decision analysis; decision support systems; group decision-making; integrated approaches for modeling decision-making; soft-computing techniques for MCDM; consistency measures; pairwise comparisons
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Computer Vision, Image Processing Technologies and Machine Learning
edited by and Thittaporn Ganokratanaa
submission deadline 10 Dec 2025 | 1 articles | Viewed by 2692 | Submission Open
Keywords: computer vision; image processing; machine learning; deep learning; object detection; image enhancement; facial recognition; medical imaging; autonomous vehicles; real-time analysis; smart surveillance; video processing
(This special issue belongs to the Section E: Applied Mathematics)
Mathematical and Econometric Modeling in Applied Economics submission deadline 10 Dec 2025 | Viewed by 366 | Submission Open
Keywords: regularized regression; nonlinear regression; machine learning applications in economics; copula methods; financial economics; macroeconomic and microeconomic modeling; parametric and nonparametric estimations
(This special issue belongs to the Section E: Applied Mathematics)
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