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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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Advances in the Research on Solutions of Impulsive Differential Equations
edited by and
submission deadline 31 Oct 2026 | 4 articles | Viewed by 3287 | Submission Open
Keywords: impulsive dynamic system; (random) impulsive differential equations; stability theory; existence theory; optimal control; bifurcation and chaos; random dynamic system; stochastic dynamic system
(This special issue belongs to the Section C1: Difference and Differential Equations)
Big Data Analysis, Computing and Applications submission deadline 31 Oct 2026 | 2 articles | Viewed by 3256 | Submission Open
Keywords: big data; big data analysis; big data visualization; data mining; machine learning; deep learning; computer vision
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Nonlinear Wave Dynamics: Theory and Application
edited by Zhen Wang, and Xiangyu Yang
submission deadline 31 Oct 2026 | 3 articles | Viewed by 3075 | Submission Open
Keywords: integrable system; nonlinear wave; soliton; rogue wave; Riemann–Hilbert problem; inverse scattering method; Darboux transformation; Hirota bilinear method; ocean wave; fluid mechanics
(This special issue belongs to the Section C2: Dynamical Systems)
Reliability Estimation and Mathematical Statistics, 2nd Edition
edited by Kamel Rekab
submission deadline 31 Oct 2026 | 4 articles | Viewed by 2715 | Submission Open
Keywords: estimation; reliability; sequential; Bayesian; classical; decision rule; simulation; software; statistics; system
(This special issue belongs to the Section D1: Probability and Statistics)
Contemporary Bayesian Analysis: Methods and Applications
edited by and Mengheng Li
submission deadline 31 Oct 2026 | 2 articles | Viewed by 2682 | Submission Open
Keywords: Bayesian analysis; econometrics and statistics; time series analysis and forecasting; Bayesian applications; Bayesian machine learning
(This special issue belongs to the Section D1: Probability and Statistics)
New Perspectives in Interval Analysis and Fuzzy-Valued Functions
edited by
submission deadline 31 Oct 2026 | 3 articles | Viewed by 2655 | Submission Open
Keywords: interval analysis; fuzzy numbers; fuzzy-valued functions; ordering of intervals; ordering of fuzzy numbers
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Finite Element Analysis and Application
edited by João Elias Abdalla Filho, Roberto Dalledone Machado and John Otto Dow
submission deadline 31 Oct 2026 | 1 articles | Viewed by 2153 | Submission Open
Keywords: finite element methods; finite element analysis; computational mechanics; mathematical modeling; numerical approaches
(This special issue belongs to the Section C: Mathematical Analysis)
Computational Intelligence and Data Analysis
edited by , Hongping Ren and Ying Li
submission deadline 31 Oct 2026 | 1 articles | Viewed by 2053 | Submission Open
Keywords: applied intelligence; data analysis; natural language processing; large language model; deep learning; optimization algorithm; computer vision; application
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Stability and Stabilization of Partial Differential Equations
edited by and Guchuan Zhu
submission deadline 31 Oct 2026 | 2 articles | Viewed by 2052 | Submission Open
Keywords: partial differential equations (PDEs); stability analysis; nonlinear PDEs; stabilization problems; control design; numerical simulations; fluid dynamics; electrical engineering; material science; ecological modeling
(This special issue belongs to the Section C1: Difference and Differential Equations)
Statistical Data Modeling and Machine Learning with Applications, 4th Edition submission deadline 31 Oct 2026 | 2 articles | Viewed by 2049 | Submission Open
Keywords: computational statistics; dimensionality reduction; variable selection; parameter estimation; model selection; Bayesian networks; causal inference; missing data; high-dimensional data analytics; D-optimality; nonparametric statistical modeling; supervised learning (classification, regression); clustering methods; financial statistics and econometrics; statistical algorithms; time series analysis and forecasting; machine learning algorithms; decision trees; ensemble methods; neural networks; deep learning; hybrid models; data analysis
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Statistics in Medicine and Biostatistics
edited by Stella Stylianou
submission deadline 31 Oct 2026 | 3 articles | Viewed by 2043 | Submission Open
Keywords: statistics in medicine; biostatistics; clinical trial design and analysis; survival analysis; longitudinal data analysis; epidemiology; bayesian inference; casual inference; statistical learning; biomedical data analysis
(This special issue belongs to the Section D1: Probability and Statistics)
Applied Probability and Statistics: Theory, Methods, and Applications
edited by
submission deadline 31 Oct 2026 | 5 articles | Viewed by 2033 | Submission Open
Keywords: applied probability; mathematical statistics; stochastic processes; statistical modeling; high-dimensional data; statistical learning; uncertainty quantification; resampling methods; Bayesian and frequentist inference; applied mathematics
(This special issue belongs to the Section D1: Probability and Statistics)
Matrix Inequalities and Matrix Equations: Theory and Applications
edited by
submission deadline 31 Oct 2026 | 2 articles | Viewed by 1697 | Submission Open
Keywords: matrix inequalities; operator inequalities; linear matrix inequalities; matrix analysis; matrix equations; matrix decomposition; low-rank approximation
(This special issue belongs to the Section A: Algebra and Logic)
Applied Mathematics in Nonlinear Dynamics and Chaos, 2nd Edition
edited by
submission deadline 31 Oct 2026 | 2 articles | Viewed by 1624 | Submission Open
Keywords: nonlinear dynamics; bifurcation theory; chaos theory; irregular attractors; control theory; complex systems; numerical methods for dynamic systems; modeling and technology for dynamic systems in science and engineering
(This special issue belongs to the Section C2: Dynamical Systems)
Mathematical Modeling and Numerical Analysis in Fluid Dynamics
edited by Chenyu Zhao
submission deadline 31 Oct 2026 | 2 articles | Viewed by 1586 | Submission Open
Keywords: mathematical modelling; computational fluid dynamics (CFDs); navier–stokes equations; multiphase flows; non-newtonian fluids; finite element methods; spectral methods; adaptive mesh refinement; fluid–structure interaction
(This special issue belongs to the Section E: Applied Mathematics)
AI-Driven Automated Stock Market Forecasting: Mathematical Models and Applications submission deadline 31 Oct 2026 | 1 articles | Viewed by 1559 | Submission Open
Keywords: accounting; artificial intelligence; artificial intelligence-driven stock market predictions; artificial intelligence-driven demand forecasting; artificial intelligence-driven predictive analytics in finance; artificial intelligence in procurement; artificial intelligence in stock market; artificial intelligence stock prediction software; artificial intelligence powered trading system; advanced techniques; algorithmic strategies; algorithmic trading; asset management; auditing; business counseling; business environment; business excellence; business performance; business process management; customer behavior; deep learning; diversification artificial intelligence-driven portfolio management; dynamic growth; human intuition; financial modeling and forecasting; forecast markets; fraud detection; machine learning; mathematical techniques; mitigate risks; portfolio management; predictive analytics in finance; procurement analytics; profitability; real time data and automation; risk management; smart finance; sustainable development goals; statistical techniques; stock market index; stock price predictions; trading efficiency
(This special issue belongs to the Section E5: Financial Mathematics)
Numerical and Computational Methods in Engineering, 2nd Edition
edited by and Weide Liu
submission deadline 31 Oct 2026 | 3 articles | Viewed by 1510 | Submission Open
Keywords: applied mathematics; numerical methods for partial differential equations; computational mechanics; optimization algorithms; structural analysis; heat and mass transfer simulation; computational electromagnetics; multi-physics simulations; computational materials science; high-performance computing; data-driven algorithms; big data analysis; machine learning in engineering
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Mathematical Modeling in Population Dynamics
edited by Deeptajyoti Sen
submission deadline 31 Oct 2026 | Viewed by 1510 | 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)
Applied Mathematics in Quantitative Finance and Risk Management: Theory, Evidence, and Applications
edited by
submission deadline 31 Oct 2026 | 2 articles | Viewed by 1459 | Submission Open
Keywords: quantitative finance; market microstructure; ambiguity aversion; credit risk; climate risk; sustainable investing; crypto-asset markets; geopolitical risk; cyber risk; supply chain shocks
(This special issue belongs to the Section E5: Financial Mathematics)
Data-Driven Optimization and Decision-Making for Sustainable Manufacturing and Production Scheduling
edited by Junkai Wang and
submission deadline 31 Oct 2026 | 1 articles | Viewed by 1452 | Submission Open
Keywords: data-driven optimization; sustainable manufacturing; production scheduling; AI-empowered decision making; industrial artificial intelligence; machine learning; large language models; operations research; smart manufacturing; low-carbon production
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Advanced Applications of Multi-Criteria Decision-Making Methods in Operational Research, 2nd Edition submission deadline 31 Oct 2026 | 1 articles | Viewed by 1427 | Submission Open
Keywords: operational research (OR); decision processes; behavioral and cognitive modelling; multi-criteria decision-making (MCDM); human–machine collaboration and explainable AI
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Simulation-Based Optimisation and Information Systems in Disaster Management
edited by , , and Mohammad Daneshvar Kakhki
submission deadline 31 Oct 2026 | 1 articles | Viewed by 1402 | Submission Open
Keywords: simulation-based optimization; humanitarian logistics; digital twins; decision support systems; agent-based modeling; system dynamics; artificial intelligence in emergencies; disaster response optimization; risk and vulnerability modeling; resource allocation and scheduling
(This special issue belongs to the Section E: Applied Mathematics)
Statistics, Data Analytics, and Machine Learning in Manufacturing
edited by
submission deadline 31 Oct 2026 | 2 articles | Viewed by 1257 | Submission Open
Keywords: process monitoring/prognosis; anomaly/defect detection; uncertainty quantification; system/process optimization; reliability analysis; statistics; machine learning/deep learning; data fusion; measurements; quality assurance; uncertainty propagation; digital twin; geometry compensation
(This special issue belongs to the Section D1: Probability and Statistics)
Mathematical Analysis of Fractional Differential Equations and Dynamical Systems submission deadline 31 Oct 2026 | 2 articles | Viewed by 1173 | Submission Open
Keywords: fractional calculus; fractional integral operator; fractional differential operator; fractional integral equation
(This special issue belongs to the Section E3: Mathematical Biology)
Numerical Analysis and Applied Mathematics: Theory, Methods, and Applications
edited by
submission deadline 31 Oct 2026 | 2 articles | Viewed by 1089 | Submission Open
Keywords: numerical analysis; computational mathematics; applied and industrial mathematics; scientific computing and algorithms; approximation; mathematical physics; mathematical chemistry; mathematical biology and mathematical medicine; optimization and operational research; discrete applied mathematics; mathematical modeling; neural networks; machine learning
(This special issue belongs to the Section E: Applied Mathematics)
Recent Advances in Artificial Intelligence and Machine Learning, 3rd Edition
edited by , Meng Lei and
submission deadline 31 Oct 2026 | 1 articles | Viewed by 1033 | Submission Open
Keywords: artificial intelligence; machine learning; computer vision; natural language processing; intelligent speech; interpretable algorithms; deepfake
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Intelligent Computing in Advanced Manufacturing Systems
edited by and
submission deadline 31 Oct 2026 | 1 articles | Viewed by 1015 | Submission Open
Keywords: advanced manufacturing; intelligent manufacturing; manufacturing system; intelligent operation and maintenance; high-performance manufacturing; digital twin; CNC machine tools; machine tool processing technology; prognostics and health management (PHM); intelligent system; cyber-physical systems (CPS); process control and optimization; intelligent scheduling and planning; fault diagnosis
(This special issue belongs to the Section E: Applied Mathematics)
Statistical Learning and Data Science: Methods, Theory, and Applications
edited by and
submission deadline 31 Oct 2026 | 1 articles | Viewed by 950 | Submission Open
Keywords: statistical learning; machine learning methods; high-dimensional data analysis; regularization and sparsity; time series and sequential data; spatial and spatio-temporal modeling; Bayesian learning and inference; nonparametric methods; scalable algorithms; network and graph models
(This special issue belongs to the Section D1: Probability and Statistics)
Financial Econometrics and Machine Learning, 2nd Edition
edited by Chihwa Kao and Zhonghui Zhang
submission deadline 31 Oct 2026 | 1 articles | Viewed by 911 | Submission Open
Keywords: machine learning; financial econometrics; asset pricing models; portfolio optimization; volatility modeling; investment decision-making; derivatives; risk management; credit analysis; financial forecasting; model validation; robustness; random matrix theory
(This special issue belongs to the Section E5: Financial Mathematics)
Advances in Deep Learning in Medical Image Analysis
edited by Guofeng Qin
submission deadline 31 Oct 2026 | 1 articles | Viewed by 824 | Submission Open
Keywords: medical image analysis; medical intelligence; multimodal model
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Bioinspired Intelligent Algorithms for Optimization, Modeling and Control: Theory and Applications, 3rd Edition
edited by
submission deadline 31 Oct 2026 | 1 articles | Viewed by 823 | Submission Open
Keywords: bioinspired intelligent algorithms for modeling; bioinspired intelligent algorithms for control; bioinspired intelligent algorithms for fault detection and diagnosis; bioinspired intelligent algorithms for cyber–physical systems; bioinspired intelligent algorithms for optimization; data-driven bioinspired intelligent algorithms; deep learning bioinspired intelligent algorithms; mathematical analysis of bioinspired intelligent algorithms; bioinspired intelligent algorithms applications to robotics, dynamic systems, complex networks, classification, forecasting, biomedical systems, energy systems, industry, transportation, mechatronics, and others
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advanced Dynamics and Control Theory with Applications
edited by Yi Ji and
submission deadline 31 Oct 2026 | 1 articles | Viewed by 765 | Submission Open
Keywords: nonlinear dynamical systems; control theory; optimization adaptive; robust control; multi-agent systems; game dynamics; data-driven modelling and analysis
(This special issue belongs to the Section E: Applied Mathematics)
Data Analysis and Signal Processing
edited by and Luís Javier Morales- Mendoza
submission deadline 31 Oct 2026 | Viewed by 762 | Submission Open
Keywords: machine learning; signal processing; time-series modeling; dataset pre-processing; feature engineering; multimodal sensor data; noise robustness; mathematical models; domain adaptation
(This special issue belongs to the Section E: Applied Mathematics)
New Advances in Hamiltonian Dynamical Systems and Applications
edited by
submission deadline 31 Oct 2026 | 1 articles | Viewed by 694 | Submission Open
Keywords: Hamiltonian dynamical systems; finite and infinite dimensional KAM theory; index theory; regularity properties of the solutions; bifurcation and chaotic behavior; spectral properties of Schrödinger operators; solutions of ODE or PDE
(This special issue belongs to the Section C1: Difference and Differential Equations)
Mathematical and Computational Modeling in Biology and Medicine
edited by
submission deadline 31 Oct 2026 | Viewed by 655 | Submission Open
Keywords: deterministic models; stochastic models; discrete models; continuous models; multiscale models; population models; epidemic models; kinetic models; active particles; machine learning; models with delay
(This special issue belongs to the Section E3: Mathematical Biology)
Data-Driven Artificial Intelligence, Optimization and Related Applications in Materials Science submission deadline 31 Oct 2026 | Viewed by 619 | Submission Open
Keywords: data-driven artificial intelligence; machine learning in materials science; mathematical optimization; physics-informed learning; materials design and discovery; inverse problems; uncertainty quantification; multiscale modeling; surrogate modeling; reduced-order models; numerical methods; computational materials science; AI-assisted simulation; data-driven modeling; digital twin model
(This special issue belongs to the Section E: Applied Mathematics)
Optimization and Decision Analytics in Transportation System Management
edited by
submission deadline 31 Oct 2026 | 1 articles | Viewed by 619 | Submission Open
Keywords: transportation system management; operations research; mathematical optimization; optimal control; stochastic programming; robust optimization; game theory; network flow and graph models; multi-agent decision making; sustainable transportation operations
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Representation Learning for Computer Vision and Pattern Recognition, 2nd Edition
edited by and
submission deadline 31 Oct 2026 | Viewed by 506 | Submission Open
Keywords: representation learning; computer vision; pattern recognition; metric learning and kernel learning; multi-view/multi-modal learning; robust representation and coding; domain transfer learning; learning under low-quality media data; efficient vision transformer; deep learning and its applications
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advanced Mathematical Methods in Electrical Engineering: Theory and Applications
edited by
submission deadline 31 Oct 2026 | Viewed by 498 | Submission Open
Keywords: ampacity computation; dynamic model; electric power component; hotspot; numerical modeling; renewable energy source; steady-state model
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Advances in PDEs, Infinite-Dimensional Dynamical Systems and Numerical Dynamics
edited by , and Rodiak Figueroa-López
submission deadline 31 Oct 2026 | Viewed by 486 | Submission Open
Keywords: PDEs; stochastic PDEs; numerical discretization; infinite-dimensional dynamical systems; long-time behavior of solutions; attractors; invariant measures; nonlinear stability; bifurcation theory
(This special issue belongs to the Section C2: Dynamical Systems)
Advanced Evolutionary Game Theory
edited by and Qi Su
submission deadline 31 Oct 2026 | Viewed by 479 | Submission Open
Keywords: evolutionary game theory; evolutionary dynamics; social dilemmas; social evolution; network science; agent-based simulation; replicator dynamics; evolutionary graph theory; artificial intelligence; large language models
(This special issue belongs to the Section C2: Dynamical Systems)
Machine Learning on Big Data: From Statistical Learning to Probabilistic Modeling
edited by Ching-Shih Tsou and Duxin Chen
submission deadline 31 Oct 2026 | Viewed by 435 | Submission Open
Keywords: deep learning; generative modeling; graph neural networks; reinforcement learning; multi-agent systems; AI-driven optimization; Bayesian optimization; uncertainty quantification
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Recent Advances in Stochastic Operations Research and Queueing Theory submission deadline 31 Oct 2026 | Viewed by 405 | Submission Open
Keywords: queueing theory; stochastic processes; applied probability; Markov chains; renewal theory; reliability modeling; operations research; performance analysis; mathematical modeling; optimization techniques
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Exploring Statistical Learning: Inference, Optimization, and Real-World Applications, 2nd Edition
edited by Carmela Iorio
submission deadline 31 Oct 2026 | Viewed by 391 | Submission Open
Keywords: statistical learning; inference; optimization; real-world applications; data analysis; predictive modeling; machine learning; supervised learning; unsupervised learning; deep learning; computational statistics; model evaluation; decision-making; data-driven solutions
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Recent Advances in Nonlinear Control for Dynamic Systems submission deadline 31 Oct 2026 | Viewed by 387 | Submission Open
Keywords: nonlinear control; robust control; parametric uncertainties; sliding mode control; adaptive control; machine learning; stability analysis; mathematical modeling; dynamical systems; numerical simulation; real-time simulation
(This special issue belongs to the Section E: Applied Mathematics)
Optimization Models for Supply Chain, Planning, Scheduling and Transportation
edited by
submission deadline 31 Oct 2026 | Viewed by 371 | Submission Open
Keywords: optimization; operations research; machine learning; supply chain; planning; scheduling; manufacturing; transportation systems/logistics
(This special issue belongs to the Section E: Applied Mathematics)
Mathematical Perspectives on Generalization and Optimization in Machine Learning
edited by
submission deadline 31 Oct 2026 | Viewed by 366 | Submission Open
Keywords: machine learning theory; generalization; optimization; mathematical foundations of AI; explainable artificial intelligence
(This special issue belongs to the Section E: Applied Mathematics)
Macroeconomics, Monetary Economics and Applied Econometrics
edited by Joseph G. Pearlman
submission deadline 31 Oct 2026 | Viewed by 365 | Submission Open
Keywords: macroeconomics; mathematical models; economic growth; conventional econometric methods; integrated stochastic processes
(This special issue belongs to the Section E5: Financial Mathematics)
Learning to Optimize in Intelligent Systems Processes
edited by
submission deadline 31 Oct 2026 | Viewed by 363 | Submission Open
Keywords: learning to optimize (L2O); intelligent systems optimization; production and scheduling optimization; heuristic and metaheuristic search; smart manufacturing systems; real-time control and task scheduling; sustainable and energy-efficient operations
(This special issue belongs to the Section E: Applied Mathematics)
Modern Regularity and Covering Properties in Fuzzy Topological Spaces submission deadline 31 Oct 2026 | Viewed by 351 | Submission Open
Keywords: fuzzy topology; intuitionistic fuzzy topology; neutrosophic topology; covering properties; separation properties
(This special issue belongs to the Section B: Geometry and Topology)
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