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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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Application of Statistical Analysis and Models in Economics and Management submission deadline 17 Mar 2027 | 1 articles | Viewed by 795 | Submission Open
Keywords: statistical analysis; econometrics; quantitative modeling; forecasting; machine learning; operations research; financial econometrics; big data analytics; risk modeling; business intelligence
(This special issue belongs to the Section E5: Financial Mathematics)
Reliability Analysis and Statistical Computing
edited by Yubin Tian, Wei Ning and Dianpeng Wang
submission deadline 20 Mar 2027 | 5 articles | Viewed by 8039 | Submission Open
Keywords: reliability analysis; reliability optimization; reliability estimation; failure modes and effects analysis (FMEA); accelerated degeneration test (ADT); accelerated life testing (ALT); statistical computing; data-driven statistical assessment
(This special issue belongs to the Section D1: Probability and Statistics)
New Challenges in Statistical Analysis and Multivariate Data Analysis
edited by Sungsu Kim and
submission deadline 20 Mar 2027 | 4 articles | Viewed by 2430 | Submission Open
Keywords: machine learning; high-dimensional statistics; functional data analysis; sparse learning
(This special issue belongs to the Section D1: Probability and Statistics)
Trends in Nonlinear Dynamic System Modeling
edited by
submission deadline 20 Mar 2027 | 1 articles | Viewed by 2032 | Submission Open
Keywords: nonlinear dynamic systems; data-driven modeling; MIMO systems; system identification; machine learning for control; black-box modeling; gray-box modeling; neural network-based modeling; physics-informed learning; sparse system discovery; koopman operator theory; dynamic system learning; recurrent neural networks (RNNs); model predictive control (MPC); state-space modeling; time-series prediction; adaptive modeling; hybrid modeling approaches; control-oriented modeling; deep learning for systems
(This special issue belongs to the Section C2: Dynamical Systems)
Nonlinear Waves: Theory and Applications
edited by
submission deadline 20 Mar 2027 | 2 articles | Viewed by 1362 | Submission Open
Keywords: integrable and nearly integrable systems; solitary waves; internal waves; gravity waves; dispersive shock waves; hydrodynamics; modulation theory
(This special issue belongs to the Section E4: Mathematical Physics)
Nonlinear Dynamics and Control Theory
edited by Juan L. Mata-Machuca
submission deadline 20 Mar 2027 | 1 articles | Viewed by 1052 | Submission Open
Keywords: analysis of nonlinear dynamics; modeling of nonlinear systems; nonlinear observers; nonlinear controllers; estimation; stabilization; parameter identification; chaotic systems; fractional-order systems; applications of control theory
(This special issue belongs to the Section C2: Dynamical Systems)
Advances in Topology Optimization for Advanced Manufacturing
edited by Marjan Molavi-Zarandi and Ali Bonakdar
submission deadline 20 Mar 2027 | Viewed by 706 | Submission Open
Keywords: topology optimization; advanced manufacturing; additive manufacturing; computational design; manufacturable design; multi-material optimization; functionally graded or lattice structures; multi-physics numerical modelling
(This special issue belongs to the Section E: Applied Mathematics)
Advanced Numerical Methods for Differential Equations: Recent Developments, Analysis and Applications, 2nd Edition
edited by
submission deadline 21 Mar 2027 | Viewed by 170 | Submission Open
Keywords: numerical methods; numerical analysis; scientific computing; computational mathematics; applied mathematics; differential equations; finite element methods; applications
(This special issue belongs to the Section C1: Difference and Differential Equations)
Research on Mathematical and Computational Modelling of Systems Biology
edited by Mainul Haque
submission deadline 23 Mar 2027 | Viewed by 1609 | Submission Open
Keywords: systems biology; computational modelling; mathematical modelling; numerical simulations; data analysis; laboratory experiments
(This special issue belongs to the Section E3: Mathematical Biology)
Industrial Improvement with AI in Applied Mathematics
edited by
submission deadline 30 Mar 2027 | 2 articles | Viewed by 3249 | Submission Open
Keywords: Intelligent industry; Mathematical analysis; AI; cognitive hallucination; knowledge deficiency
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Industrial IoT and Computing Based on Mathematical Methods
edited by and Chonho Lee
submission deadline 30 Mar 2027 | 1 articles | Viewed by 644 | Submission Open
Keywords: industrial internet of things (IIoT); mathematical optimization; machine learning and deep learning algorithms; edge computing; predictive analytics; network graph theory signal processing
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Artificial Intelligence and Data Science, 2nd Edition
edited by and
submission deadline 31 Mar 2027 | 8 articles | Viewed by 19336 | Submission Open
Keywords: intelligent computing such as auto machine learning, lifelong learning, etc.; complexity theory; high-performance computing; big data technologies and applications
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Graph Theory and Applications, 3rd Edition
edited by
submission deadline 31 Mar 2027 | 17 articles | Viewed by 18617 | Submission Open
Keywords: graph theory; biology; computer science; complex and social networks; engineering
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advanced Computational Modeling and Optimization in Operations Research and Supply Chain Management
edited by Pedro Ivan Palominos
submission deadline 31 Mar 2027 | 3 articles | Viewed by 11321 | Submission Open
Keywords: optimization; mathematical modeling; operations research; operations management; logistics; computation; supply chain management; artificial intelligence
(This special issue belongs to the Section E2: Control Theory and Mechanics)
AI-Driven Computational Methods: Theories, Algorithms and Applications
edited by , and Yingbin Chai
submission deadline 31 Mar 2027 | 11 articles | Viewed by 9191 | Submission Open
Keywords: AI-driven computational methods; machine learning for numerical analysis; neural network algorithms; data-driven PDE solvers; physics-informed neural networks; generative adversarial networks; hybrid methods combining traditional numerical approaches and AI; surrogate models; optimization; adaptive algorithms; error estimation; high-performance computing; computational mechanics; scientific computing
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advanced Control Systems and Engineering Cybernetics submission deadline 31 Mar 2027 | 4 articles | Viewed by 7707 | Submission Open
Keywords: autonomous vehicles; mobile robots; control systems and optimization; obstacle avoidance; learning and adaptive control; artificial intelligence; multi-agent systems
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Applications of Mathematics Analysis in Financial Marketing
edited by Yue Qi
submission deadline 31 Mar 2027 | 4 articles | Viewed by 7473 | Submission Open
Keywords: optimization; mathematical finance; portfolio theory; corporate finance modeling; prediction of bankruptcy and failure; financial market modeling; behavioral finance; financial econometrics; ⁠risk management; portfolio optimization; Portfolio optimization and asset allocation; trading systems; market analysis algorithms; market simulations; digital assets and cryptocurrencies; algorithmic trading
(This special issue belongs to the Section E5: Financial Mathematics)
Artificial Intelligence, Algorithms, and Databases: Innovations and Cross-Disciplinary Impact
edited by , , Xiaohui Yan and Sicheng Hou
submission deadline 31 Mar 2027 | 6 articles | Viewed by 7431 | 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)
Mathematical Foundations and Optimization Techniques for Large Language Models
edited by Hao Chen and
submission deadline 31 Mar 2027 | 5 articles | Viewed by 6567 | Submission Open
Keywords: large language models (LLMs); mathematical foundations of LLMs; optimization techniques for LLMs; multimodal LLMs; LLMs for recommendation systems; embodied AI and LLMs; LLM security and robustness
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Stochastic Optimal Control, Game Theory, and Related Applications
edited by Tianyang Nie, Qi Zhang and Shujun Wang
submission deadline 31 Mar 2027 | 4 articles | Viewed by 6012 | Submission Open
Keywords: stochastic optimal control; game theory; maximum principle; dynamic programming principle; forward–backward differential equations; HJB equations
(This special issue belongs to the Section E: Applied Mathematics)
Mathematical and Computing Sciences for Artificial Intelligence, 2nd Edition
edited by Chong-Zhi Gao
submission deadline 31 Mar 2027 | 1 articles | Viewed by 6007 | Submission Open
Keywords: optimization algorithms and machine learning; probabilistic modeling and Bayesian inference in AI; reinforcement learning and control theory; adversarial attacks and defense in AI; game theory and AI decision; mathematical approaches to explainable AI; graph theory and network analysis for AI systems; natural language processing and computational linguistics; mathematical modeling for computer vision; the applications of AI in the field of medical sciences
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advanced Research in Pure and Applied Algebra, 2nd Edition
edited by
submission deadline 31 Mar 2027 | 7 articles | Viewed by 5711 | Submission Open
Keywords: lie Algebra and lie superalgebra; associative algebra; eepresentation theory; cluster algebra; Rota-Baxter algebra; group theory; braces; quantum algebra; matrix algebra
(This special issue belongs to the Section A: Algebra and Logic)
Advanced Algorithms in Wireless Communication and Internet of Things (IoT), 2nd Edition
edited by and Mohammad Hayajneh
submission deadline 31 Mar 2027 | 3 articles | Viewed by 5699 | Submission Open
Keywords: Internet of Things; machine learning algorithms; advanced algorithms; wireless communications; cryptography; energy efficient routing; channel estimation; network optimization; modulation; channel coding
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advances in Convex Analysis and Inequalities
edited by
submission deadline 31 Mar 2027 | 8 articles | Viewed by 5540 | 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
Evolutionary Machine Learning for Real-World Applications
edited by Azam Asilian Bidgoli
submission deadline 31 Mar 2027 | 2 articles | Viewed by 5344 | Submission Open
Keywords: evolutionary computation; machine learning; evolutionary machine learning; swarm intelligence optimization; multi-objective optimization; neuroevolution; deep learning optimization; evolutionary architecture search
(This special issue belongs to the Section E: Applied Mathematics)
Application of Mathematical Theory in Data Science
edited by Lefeng Zhang and Minfeng Qi
submission deadline 31 Mar 2027 | 2 articles | Viewed by 5040 | Submission Open
Keywords: big data analytics; computational statistics; statistical data analysis; data science; statistical learning; advanced data analytics; data preprocessing; feature extraction; data-driven systems
(This special issue belongs to the Section D: Statistics and Operational Research)
Advanced Numerical Linear Algebra
edited by , and
submission deadline 31 Mar 2027 | 3 articles | Viewed by 4947 | Submission Open
Keywords: eigenvalues; SVD; matrix equations; quaternion matrix; generalized inverse
(This special issue belongs to the Section A: Algebra and Logic)
Advanced Machine Learning Techniques for Big Data Challenges
edited by Gang Wang, Jing Liu and Jingling Ma
submission deadline 31 Mar 2027 | 2 articles | Viewed by 4879 | Submission Open
Keywords: generative artificial intelligence (GAI); large language models (LLMs); graph neural networks; reinforcement learning; federated learning; self-supervised learning; transfer learning; ensemble learning; machine learning; big data
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advanced Mathematical Methods for Machine Learning, Neural Networks, and Computer Vision
edited by Guodong Li
submission deadline 31 Mar 2027 | 6 articles | Viewed by 4831 | Submission Open
Keywords: mathematical optimization; optimization algorithms; statistics; economic mathematics; financial mathematics; geometric deep learning; neural network analysis; robust AI design; machine learning theory; computer vision modeling
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Applied Mathematics and Optimization Methods in Transport Planning and Management
edited by Jie Liu, Yue Xie and Xin Wu
submission deadline 31 Mar 2027 | 3 articles | Viewed by 4245 | Submission Open
Keywords: transportation planning; transportation management; transportation optimization; algorithm design
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Deep Learning Algorithms and Game Theory Models for Intelligent Information Processing and Decision-Making
edited by Wenjun Ma, Xiaomao Fan and
submission deadline 31 Mar 2027 | 3 articles | Viewed by 4197 | Submission Open
Keywords: deep learning; game theory model; multi-agent systems ; decision-making; neural rendering; ethical AI
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Dynamic Analysis and Decision-Making in Complex Networks, 2nd Edition
edited by Dun Han
submission deadline 31 Mar 2027 | 8 articles | Viewed by 4005 | Submission Open
Keywords: complex networks; dynamic systems; network decision-making; evolutionary game theory; diffusion and propagation; multi-agent systems; stability and control network optimization; multilayer networks; data-driven modeling
(This special issue belongs to the Section E: Applied Mathematics)
Computational Methods in Wireless Communications with Applications
edited by
submission deadline 31 Mar 2027 | 5 articles | Viewed by 3739 | Submission Open
Keywords: mathematical modeling for wireless communication systems; power control and beamforming design; spectrum management and resource allocation; space–air–ground-integrated network planning; sensing, communication, and computing integration; secure, trustworthy, and privacy-preserving wireless communication design; non-convex optimization methods; stochastic geometry methods; distributed optimization methods; AI-driven optimization methods
(This special issue belongs to the Section E: Applied Mathematics)
Statistics and Stochastic Modeling in Bioinformatics and Computational Biology
edited by Elizabeth P. Chou
submission deadline 31 Mar 2027 | 1 articles | Viewed by 3699 | Submission Open
Keywords: computational statistics; machine learning; high-dimensional data analysis; computational biology; bioinformatics; stochastic modeling; statistical methods; data analysis; predictive modeling; bioinformatics
(This special issue belongs to the Section E3: Mathematical Biology)
Advanced Machine Learning Analysis and Application in Data Science
edited by Jiang Guo
submission deadline 31 Mar 2027 | 3 articles | Viewed by 3563 | Submission Open
Keywords: machine learning; data analysis; predictive modeling; interdisciplinary applications
(This special issue belongs to the Section E1: Mathematics and Computer Science)
New Trends in Polynomials and Mathematical Analysis
edited by
submission deadline 31 Mar 2027 | 3 articles | Viewed by 3171 | Submission Open
Keywords: classes of analytic functions; univalent functions; differential subordination and superordination; operator-related problems; coefficient estimates; GFT in real-life applications; Fekete inequality; second Hankel determinate; geometric properties; sandwich theorem; polynomials
(This special issue belongs to the Section C: Mathematical Analysis)
Advances in Robust Control Theory and Its Applications submission deadline 31 Mar 2027 | 4 articles | Viewed by 2903 | Submission Open
Keywords: nonlinear control; robust control; control applications; control systems; dynamic systems; control methodologies; sliding mode control; LQR-control; nonlinear control techniques
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Optimization Methods in Engineering Applications
edited by Wei Chien
submission deadline 31 Mar 2027 | Viewed by 2674 | Submission Open
Keywords: optimization methods; mathematical modeling; numerical analysis; dynamical systems; machine learning
(This special issue belongs to the Section E: Applied Mathematics)
Advance in Algebraic Structures and Representation Theories
edited by
submission deadline 31 Mar 2027 | 2 articles | Viewed by 2672 | 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)
Stochastic Processes: Theory, Simulation and Applications, 2nd Edition submission deadline 31 Mar 2027 | 3 articles | Viewed by 2663 | Submission Open
Keywords: birth–death processes; computational methods for stochastic models; diffusion processes; first-passage-time problems; Gauss–Markov processes; Markov chains; neuronal modeling; population dynamics; probability theory; queueing systems; random walks; simulation of stochastic processes; stochastic models in biology; stochastic processes and applications; finite-velocity random motions; reliability theory; risk theory; stochastic methods for machine learning; stochastic processes governed by fractional equations
(This special issue belongs to the Section D1: Probability and Statistics)
Mathematical Foundations of Reliability Theory with Applications in Engineering and Applied Statistics
edited by Serguei Maximov and
submission deadline 31 Mar 2027 | 3 articles | Viewed by 2530 | Submission Open
Keywords: reliability theory; renewal processes; maintenance policies; hazard functions; asymptotic analysis; applied probability; reliability statistics; engineering applications; survival analysis; risk and uncertainty
(This special issue belongs to the Section E: Applied Mathematics)
New Advances in Stability Research of Nonlinear Systems: From Asymptotic Stability to Predefined-Time Stability
edited by and
submission deadline 31 Mar 2027 | 2 articles | Viewed by 2518 | Submission Open
Keywords: complex networks; neural networks and circuit systems; time-delayed systems; population systems; stability; chaos control; bifurcation analysis; stabilization; synchronization; finite-time stability; finite-time stabilization; finite-time synchronization; fixed-time stability; fixed-time stabilization; fixed-time synchronization; predefined-time stability; predefined-time stabilization; predefined-time synchronization
Intelligent and Nature-Inspired Heuristics for Optimization and Decision-Making Problems submission deadline 31 Mar 2027 | 3 articles | Viewed by 2490 | Submission Open
Keywords: metaheuristics; nature-inspired optimization; ant colony optimization; swarm intelligence; real-world applications; matheuristics; combinatorial optimization; optimization under uncertainty
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Time Series Forecasting for Green Finance and Sustainable Economics
edited by Yongdeng Xu
submission deadline 31 Mar 2027 | 3 articles | Viewed by 2293 | Submission Open
Keywords: time series forecasting; volatility spillovers; financial contagion; machine learning; TVP-VAR; Diebold–Yilmaz spillover index; green finance; sustainable economics; carbon markets; climate risk
(This special issue belongs to the Section E5: Financial Mathematics)
Probability, Statistics & Symmetry, 2nd edition submission deadline 31 Mar 2027 | 3 articles | Viewed by 2196 | Submission Open
Keywords: distribution theory; distribution theory; regression models; survival analysis; inference based on entropy; K-record values; inference in stochastic processes; machine learning; time series analysis
Numerical Methods and Analysis for Partial Differential Equations
edited by Cesáreo González
submission deadline 31 Mar 2027 | 2 articles | Viewed by 2185 | Submission Open
Keywords: exponential numerical methods; pseudospectral methods; finite element methods; finite difference methods; physical and chemistry models; economic models; qualitative properties of the models; numerical methods for evolution equations; qualitative properties of the numerical methods
(This special issue belongs to the Section C1: Difference and Differential Equations)
Applications of Differential Equations and Mathematical Modelling in Mathematical Biology submission deadline 31 Mar 2027 | 2 articles | Viewed by 2172 | Submission Open
Keywords: differential equations; mathematical biology; nonlinear models
(This special issue belongs to the Section E3: Mathematical Biology)
Clifford Analysis: Theory, Methods, and Multidisciplinary Applications
edited by Ji-eun Kim
submission deadline 31 Mar 2027 | 2 articles | Viewed by 2139 | Submission Open
Keywords: clifford analysis; monogenic functions; dirac operator; hypercomplex analysis; partial differential equations; geometric calculus; mathematical physics; signal and image processing
(This special issue belongs to the Section C: Mathematical Analysis)
Time Series and Forecasting with Applications in Economics, Finance and Beyond
edited by Pablo Pincheira
submission deadline 31 Mar 2027 | 2 articles | Viewed by 2080 | Submission Open
Keywords: artificial intelligence; bayesian forecasting; climate forecasting; commodity prices; connectedness measures; copula methods; deep learning; efficiency adjustments; energy markets; electricity load forecasting; exchange rates; financial forecasting; forecast combinations; forecast evaluation; forecast metrics; forecast uncertainty; GARCH; high-dimensional forecasting; in-sample vs. out-of-sample; machine learning; macroeconomics; neural networks; renewable energy forecasting; simple versus complex forecasting models; state-space models; stock markets; volatility; weather forecasts
(This special issue belongs to the Section E5: Financial Mathematics)
Theory and Applications of Fractional Models submission deadline 31 Mar 2027 | 3 articles | Viewed by 2048 | Submission Open
Keywords: fractional calculus; fractional integrals and derivatives; fractional differential equations; stability analysis
(This special issue belongs to the Section C1: Difference and Differential Equations)
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