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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Applications of Artificial Intelligence in Biomedical Image Processing submission deadline 9 May 2025 | 5 articles | Viewed by 11527 | Submission Open
Keywords: artificial intelligence; deep learning; machine learning; convolutional neural networks; computer-aided diagnosis; radiomics; segmentation; signal processing
(This special issue belongs to the Section E3: Mathematical Biology)
Network Security in Artificial Intelligence Systems
edited by , Shoko Wakamiya, and
submission deadline 10 May 2025 | 8 articles | Viewed by 23698 | Submission Open
Keywords: intrusion detection systems; decentralized AI systems; access control; cybersecurity; encryption; AI network security; machine learning; application of information security
(This special issue belongs to the Section E: Applied Mathematics)
Advances in Fractional Operators and Their Applications in Physical Sciences submission deadline 10 May 2025 | 7 articles | Viewed by 12898 | Submission Open
(This special issue belongs to the Section E4: Mathematical Physics)
Artificial Neural Networks and Dynamic Control Systems submission deadline 10 May 2025 | 8 articles | Viewed by 11624 | Submission Open
Keywords: control systems; nonlinear systems; stability; synchronization analysis; fractional-order nonlinear systems; neural networks; mathematical modeling; fuzzy logics 
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Advances in Artificial Intelligence: Models, Optimization, and Machine Learning, 3rd Edition submission deadline 10 May 2025 | 7 articles | Viewed by 8905 | Submission Open
Keywords: neural networks; deep learning; machine learning; generative and conversational models; neuro-symbolic models; biologically inspired optimization; optimization algorithms; Bayesian networks; reinforcement learning; multiagent systems
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advances in Nonlinear Dynamical Systems and Control Systems
edited by
submission deadline 10 May 2025 | 3 articles | Viewed by 4904 | Submission Open
Keywords: PID control; automatic reset; predictive control; nonlinear control; constrained control; adaptive control; intelligent control; optimal control; filtration; multilevel optimization; measurement and quantization noise; robustness and uncertainties; set-point and disturbance rejection optimization; time-delayed systems; dead-time compensators; digitalization; Industry 4.0
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Advanced Research in Neural Networks, Machine Learning, and Image Processing
edited by , Hongyi Li and Di Zhao
submission deadline 10 May 2025 | 3 articles | Viewed by 2993 | Submission Open
Keywords: image processing; pattern recognition; computer vision; deep learning; machine learning; neural networks; medical image analysis; large language model; image generation and synthesis; complex signals; signal modulation; signal detection; inverse problems; sparse representation; sampling methods; phase retrieval; knowledge graph
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Numerical Methods Applied to Mathematical Problems submission deadline 10 May 2025 | 3 articles | Viewed by 1863 | Submission Open
Keywords: computational mathematics; error analysis; interval analysis; numerical algorithms; numerical analysis; numerical methods; numerical stability; optimization; ordinary differential equations; partial differential equations
(This special issue belongs to the Section E: Applied Mathematics)
Graph Theory: Advanced Algorithms and Applications, 2nd Edition
edited by
submission deadline 10 May 2025 | 1 articles | Viewed by 833 | Submission Open
Keywords: graph algorithms and theory; discrete applied mathematics; theoretical computer science; approximation algorithms; interconnection networks; time complexity analysis; big data model and analysis
(This special issue belongs to the Section E: Applied Mathematics)
Advances in Mathematical Analysis and Inequalities
edited by Slavica Ivelić Bradanović
submission deadline 10 May 2025 | Viewed by 313 | Submission Open
Keywords: inequalities; generalized convexity; convex optimization; operator theory; probability theory
(This special issue belongs to the Section E: Applied Mathematics)
Advances in Machine Learning Applied to Intelligent Systems and Data Analytics, 2nd Edition
edited by and
submission deadline 10 May 2025 | Viewed by 309 | Submission Open
Keywords: machine learning; autonomous and intelligent systems; ai-driven data analytics; computing theory; deep learning; distributed learning; meta-learning; reinforcement learning; supervised deep learning; unsupervised deep learning; novel learning applications
Statistical Methods in Epidemiology:Latest Advances and Prospects
edited by Char Leung
submission deadline 10 May 2025 | Viewed by 123 | Submission Open
Keywords: epidemiology; public health; observational studies; time series; clinical trials
(This special issue belongs to the Section E3: Mathematical Biology)
Reliability Analysis and Stochastic Models in Reliability Engineering, 2nd Edition
edited by and
submission deadline 12 May 2025 | Viewed by 224 | Submission Open
Keywords: applied mathematics in reliability; stochastic reliability models; stochastic renewal processes for ageing and life extension; engineering reliability; reliability prediction; reliability data analysis; reliability; availability; and maintenance optimization under uncertainties; reliability design optimization
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Mathematical Developments in Modeling Current Financial Phenomena submission deadline 20 May 2025 | 6 articles | Viewed by 40101 | Submission Open
Keywords: financial market modeling; behavioral finance; economic preferences; adaptive market hypothesis (AMH); efficient market hypothesis (EMH); fractal market hypothesis (FMH); portfolio theory; corporate finance modeling; prediction of bankruptcy and failure; sustainable finance; fintech and digital finance
(This special issue belongs to the Section E5: Financial Mathematics)
Business Analytics: Mining, Analysis, Optimization and Applications
edited by and
submission deadline 20 May 2025 | 10 articles | Viewed by 37921 | Submission Open
Keywords: artificial intelligence; business analytics; business applications; data mining; machine learning; optimization
(This special issue belongs to the Section E5: Financial Mathematics)
Advances in Applied Mathematics, Mechanics and Engineering submission deadline 20 May 2025 | 11 articles | Viewed by 16106 | Submission Open
Keywords: computational mechanics; kinematics; dynamics and control of mechanical systems; modeling and simulations in biomechanics; robotics and mechatronics; experimental mechanics; composite materials; algorithms; advanced methods for optimizing in mechanical engineering
(This special issue belongs to the Section E: Applied Mathematics)
Advances in Biostatistics and Applications submission deadline 20 May 2025 | 7 articles | Viewed by 11628 | Submission Open
Keywords: Bayesian biostatistics; biomarkers; categorical data analysis in health studies; clinical trials; diagnostic tests and roc curves; disease modelling; epidemiology; general biostatistics; lifetime data analysis in health studies; medical statistics; meta-analysis; pharmaceutical statistics; sampling methods in health studies; survival analysis
(This special issue belongs to the Section D1: Probability and Statistics)
Fractional-Order Systems: Control, Modeling and Applications
edited by , , and Yanqiao Wei
submission deadline 20 May 2025 | 6 articles | Viewed by 10915 | Submission Open
Keywords: fractional differential equations; fractional calculus; time-fractional diffusion; Mittag-Leffler Function; fractional Laplacian; numerical methods; fractional order dynamical system; fractional order control;
(This special issue belongs to the Section E: Applied Mathematics)
Control Theory and Applications, 2nd Edition submission deadline 20 May 2025 | 8 articles | Viewed by 10459 | Submission Open
Keywords: mathematical modelling; mathematical methods; control theory; numerical simulation; artificial intelligence; neural networks; industrial applications; identification; advanced control; controller design; distributed parameter processes; unconventional processes; energy systems; fractional-order systems; robotic systems; biomedical systems
(This special issue belongs to the Section C2: Dynamical Systems)
Applied Statistics in Real-World Problems submission deadline 20 May 2025 | 6 articles | Viewed by 8060 | Submission Open
Keywords: artificial intelligence; big data; big data analytics; and big data science; bioinformatics; health informatics; and bio-computing; causality; data analytics; data mining; and expert systems; decision support systems and knowledge discovery in databases; deep learning; machine learning; and statistical learning; differential privacy; digital transformation and digitization; monitoring/recognizing/forecasting of emotions and sentiment analysis; multivariate analysis; optimization algorithms; predictive models and analytics using artificial intelligence quality control; statistical analysis/modeling and its diagnostics; survey sampling
(This special issue belongs to the Section D1: Probability and Statistics)
Advances in Design Theory, Combinatorial Algebraic Geometry and Applications submission deadline 20 May 2025 | 5 articles | Viewed by 7569 | Submission Open
Keywords: designs; resolvable decompositions; Steiner systems; Hilbert functions; fat points; symbolic and regular powers of ideals: Waldschmidt constant and resurgence
(This special issue belongs to the Section B: Geometry and Topology)
Recent Advances in Swarm Intelligence Algorithms and Their Applications, 2nd Edition
edited by
submission deadline 20 May 2025 | 3 articles | Viewed by 6030 | Submission Open
Keywords: swarm intelligence; evolutionary algorithms; optimization; metaheuristics; surrogate modeling; differential evolution; real-world applications; machine learning; optimal design; benchmark functions
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematics and Applications submission deadline 20 May 2025 | 8 articles | Viewed by 5889 | Submission Open
Keywords: engineering mathematics; mathematical biology; mathematics and computer science; network science; dynamical systems; computational and applied mathematics; fuzzy sets; systems and decision making; difference and differential equations; financial mathematics; mathematical physics; algebra and geometry; probability and statistics; functional interpolation
Numerical Computation, Data Analysis and Software in Mathematics and Engineering, 3rd Edition
edited by
submission deadline 20 May 2025 | 5 articles | Viewed by 4720 | Submission Open
Keywords: numerical method; numerical simulation; finite element method; boundary element method; meshless method; mathematical model; data analysis; software
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Artificial Intelligence: Large Language Models and Big Data Analysis
edited by
submission deadline 20 May 2025 | 1 articles | Viewed by 2133 | Submission Open
Keywords: artificial intelligence; foundational technologies; technology adoption; large language models; application enablers; big data analysis
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Nonlinear Dynamics, Chaos, and Mathematical Physics
edited by Masoud Asadi-Zeydabadi
submission deadline 20 May 2025 | 1 articles | Viewed by 1925 | Submission Open
Keywords: control systems; robotics; chaos; dynamics; signal processing; data analysis; topology
(This special issue belongs to the Section C2: Dynamical Systems)
New Challenges in Time Series and Statistics
edited by Danna Zhang
submission deadline 20 May 2025 | 2 articles | Viewed by 1900 | Submission Open
Keywords: time series analysis; dependence structure; causality; dynamic models; non-stationarity; non-linearity; high dimensionality; robust analysis; prediction; resampling; statistical inference; hypothesis testing
(This special issue belongs to the Section E: Applied Mathematics)
Machine Learning in Computational Complex Systems
edited by Duxin Chen
submission deadline 20 May 2025 | 2 articles | Viewed by 1789 | Submission Open
Keywords: computational complex systems; machine learning; distributed control and optimization; decentralized learning; robust optimization and privacy protection in computational complex systems; time series analysis in computational complex systems; applications of computational complex systems
(This special issue belongs to the Section E3: Mathematical Biology)
Mathematical Analysis of Infectious Disease
edited by Xiaodan Sun and Xi Huo
submission deadline 20 May 2025 | 1 articles | Viewed by 1554 | Submission Open
Keywords: infectious disease modelling; epidemic dynamics; data analysis; agent-based simulation
(This special issue belongs to the Section E3: Mathematical Biology)
Trends in Computational Fluid and Structural Dynamics Including Fluid Structure Interactions
edited by and Mahak Mahak
submission deadline 20 May 2025 | 2 articles | Viewed by 1204 | Submission Open
Keywords: numerical methods; computational fluid dynamics; structural dynamics; fluid structure interactions; one/two way system coupling; aerodynamics; aeroelasticity; hydrodynamics; blood flows through heart/arteries; flow in lungs; biological flows; environmental flows; internal flows; external flows; heat/mass transfer
(This special issue belongs to the Section E: Applied Mathematics)
Applications of Computational Intelligence in Medical Image Processing
edited by Jingxin Liu and Jionglong Su
submission deadline 20 May 2025 | 1 articles | Viewed by 1192 | Submission Open
Keywords: computer-aided detection and diagnosis; deep learning for medical image analysis; real-time image processing and analysis; computational methods for image registration and fusion; applications of generative models in medical imaging
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advances in Differential Geometry and Its Applications, 2nd Edition submission deadline 20 May 2025 | 1 articles | Viewed by 1149 | Submission Open
Keywords: Riemannian geometry; symplectic geometry; contact geometry; information geometry; gauge theory; Lie  groups and Lie  algebras; applications to machine learning; applications to data analysis
(This special issue belongs to the Section B: Geometry and Topology)
Advances in Nonlinear Dynamical Systems of Mathematical Physics
edited by
submission deadline 20 May 2025 | Viewed by 484 | Submission Open
Keywords: dynamical systems; nonlinear dynamics; chaos theory; mathematical physics; fractality; complexity
(This special issue belongs to the Section E4: Mathematical Physics)
Advances in Computing Methods for Artificial Intelligence
edited by and Olaniyi Samuel Iyiola
submission deadline 20 May 2025 | Viewed by 443 | Submission Open
Keywords: neural networks; artificial intelligence; parallel computing; computational methods; differential equations; functional analysis
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematical Modeling in Chaotic and Bio-Inspired Systems submission deadline 20 May 2025 | Viewed by 383 | Submission Open
Keywords: nonlinear systems; chaotic phenomena; bio-inspired systems; system analysis and synthesis
(This special issue belongs to the Section E: Applied Mathematics)
Research on Machine Learning, Data Mining, Natural Language Processes, and Optimization Methods
edited by
submission deadline 20 May 2025 | Viewed by 351 | Submission Open
Keywords: data mining; optimization; machine learning; natural language processing; semantic interoperability; patterns in data science
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advances in Mathematical Modeling for Robotic Systems: Dynamics, Stability, Optimization and Control
edited by Madan Mohan Rayguru
submission deadline 20 May 2025 | Viewed by 252 | Submission Open
Keywords: mathematical modeling; robotics; dynamics; stability; simulation; control; optimization
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Advanced Approaches to Mathematical Programming: Exact Methods, Metaheuristics, and Machine Learning Synergies
edited by Seyed Mahdi Shavarani and
submission deadline 20 May 2025 | Viewed by 247 | Submission Open
Keywords: mathematical programming; machine learning; operations research; metaheuristics; hybrid approaches; optimization techniques; multi-objective optimization; optimization problems; interdisciplinary applications
(This special issue belongs to the Section E: Applied Mathematics)
Computational Physics and Artificial Neural Networks
edited by Mihai Octavian Dima
submission deadline 20 May 2025 | Viewed by 202 | Submission Open
Keywords: computational physics; artificial neural networks; differential equations; neuromorphic software; linear algebra; dynamic simulations
(This special issue belongs to the Section E4: Mathematical Physics)
Mathematical Methods for Wave Phenomena submission deadline 23 May 2025 | Viewed by 394 | Submission Open
Keywords: mathematical modeling; computational electromagnetics; geophysics; basis functions; verification and validation; artificial intelligence; adaptivity; high-performance computing; heterogeneous computing; applied mathematics
(This special issue belongs to the Section E4: Mathematical Physics)
Discrete Mathematics in Coding Theory
edited by
submission deadline 25 May 2025 | 2 articles | Viewed by 1750 | Submission Open
Keywords: codes; designs; rings; modules; graphs; discrete algorithms; incidence geometry; arithmetic geometry
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Big Data and Bioinformatics
edited by and
submission deadline 26 May 2025 | 4 articles | Viewed by 27263 | Submission Open
Keywords: big data analytics; data mining and visualization; genome bioinformatics and computational biology; intelligent knowledge mining; data analysis on bio-related areas; brain informatics; machine learning for big data
(This special issue belongs to the Section E3: Mathematical Biology)
Mathematical Epidemiology and Evolutionary Games submission deadline 28 May 2025 | Viewed by 289 | Submission Open
Keywords: agent-based models; complex networks; disease invasion; epidemic models; epidemiology; evolutionary game theory; mathematical epidemiology; population dynamics; spatial games; vaccination game
(This special issue belongs to the Section E3: Mathematical Biology)
Intuitionistic Fuzziness and Parallelism: Theory and Applications
edited by
submission deadline 30 May 2025 | 4 articles | Viewed by 8134 | Submission Open
Keywords: intuitionistic fuzzy sets; generalized nets; parallel processes; intuitionistic fuzzy logic; uncertainty
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
New Advances in Statistics and Econometrics
edited by and
submission deadline 30 May 2025 | 1 articles | Viewed by 3255 | Submission Open
Keywords: machine learning and deep learning; biostatistics; bioinformatics; econometrics; health statistics; financial statistics; financial markets; next-generation sequencing data analysis; statistical genetics; association studies; computational statistics; image analysis and computer vision; survey sampling; novel statistical methods with applications; novel econometric methods with applications
(This special issue belongs to the Section D1: Probability and Statistics)
Nonlinear Dynamical Systems: Modeling, Control and Applications submission deadline 30 May 2025 | 3 articles | Viewed by 2731 | Submission Open
Keywords: applied mathematics; biological; biochemical; and physiological systems; biomathematics and biostatistics; chaos; compact invariant sets; computational methods in control; control theory; ordinary differential equations; electronic and mechanical systems; in silico experimentation; mathematical and computational modeling; nonlinear control theory; nonlinear dynamical systems; nonlinear observers; stability and asymptotic stability theory; synchronization
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Advances in Combinatorial Optimization with Applications in Logistics and Supply Chain Management
edited by and Fernando Tohmé
submission deadline 30 May 2025 | 1 articles | Viewed by 2188 | Submission Open
Keywords: combinatorial optimization; supply chain management; exact solutions; meta-heuristics; real-world applications
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Statistical Methods in Reproductive, Maternal, Newborn, Child and Adolescent Health Research
edited by Chigozie Edson Utazi
submission deadline 30 May 2025 | Viewed by 1454 | Submission Open
Keywords: RMNCAH indicator estimation; access to healthcare; administrative data analysis; household survey data; spatial and spatiotemporal modelling; machine learning methods; denominator estimation; related infectious diseases
(This special issue belongs to the Section D1: Probability and Statistics)
Artificial Intelligence Applications with Advanced Mathematical Methods
edited by Xin Sun and
submission deadline 30 May 2025 | 2 articles | Viewed by 795 | Submission Open
Keywords: advanced algorithms in machine learning; advanced mathematical applications; artificial neural networks; mathematics for explainable AI; advanced algorithms in big data analysis and data mining; optimization techniques in knowledge-based systems; computation-efficient AI in natural language processing; computation-efficient AI in computer vision; computation-efficient AI in information security; computation-efficient AI in smart healthcare; computation-efficient AI in intelligent applications
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advanced Methods in the Mathematical Modeling of Economics, Econometrics, and Financial Management submission deadline 31 May 2025 | 11 articles | Viewed by 32009 | Submission Open
Keywords: modeling in economics and financial management; financial econometrics; time series analysis and forecasting; modeling in corporate finance; prediction of bankruptcy and failure; earnings management
(This special issue belongs to the Section E5: Financial Mathematics)
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