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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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Applications of Mathematics Analysis in Financial Marketing
edited by Yue Qi
submission deadline 31 Mar 2027 | 4 articles | Viewed by 7143 | 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)
Mathematical Foundations and Optimization Techniques for Large Language Models
edited by Hao Chen and
submission deadline 31 Mar 2027 | 5 articles | Viewed by 5959 | 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 5878 | 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 5657 | 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 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 5546 | 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)
Evolutionary Machine Learning for Real-World Applications
edited by Azam Asilian Bidgoli
submission deadline 31 Mar 2027 | 2 articles | Viewed by 5200 | 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)
Advanced Research in Pure and Applied Algebra, 2nd Edition
edited by
submission deadline 31 Mar 2027 | 5 articles | Viewed by 5080 | 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)
Advances in Convex Analysis and Inequalities
edited by
submission deadline 31 Mar 2027 | 6 articles | Viewed by 4922 | 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
Application of Mathematical Theory in Data Science
edited by Lefeng Zhang and Minfeng Qi
submission deadline 31 Mar 2027 | 2 articles | Viewed by 4915 | 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 4848 | 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 4766 | 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 4557 | 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 4113 | 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 3946 | 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)
Statistics and Stochastic Modeling in Bioinformatics and Computational Biology
edited by Elizabeth P. Chou
submission deadline 31 Mar 2027 | 1 articles | Viewed by 3653 | 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)
Dynamic Analysis and Decision-Making in Complex Networks, 2nd Edition
edited by Dun Han
submission deadline 31 Mar 2027 | 8 articles | Viewed by 3626 | 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 3545 | 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)
Advanced Machine Learning Analysis and Application in Data Science
edited by Jiang Guo
submission deadline 31 Mar 2027 | 3 articles | Viewed by 3428 | 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 3079 | 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 2746 | 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)
Stochastic Processes: Theory, Simulation and Applications, 2nd Edition submission deadline 31 Mar 2027 | 3 articles | Viewed by 2550 | 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)
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 2445 | 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
Advance in Algebraic Structures and Representation Theories
edited by
submission deadline 31 Mar 2027 | 2 articles | Viewed by 2420 | 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)
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 2419 | 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)
Intelligent and Nature-Inspired Heuristics for Optimization and Decision-Making Problems submission deadline 31 Mar 2027 | 3 articles | Viewed by 2352 | 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 2180 | 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)
Applications of Differential Equations and Mathematical Modelling in Mathematical Biology submission deadline 31 Mar 2027 | 2 articles | Viewed by 2114 | Submission Open
Keywords: differential equations; mathematical biology; nonlinear models
(This special issue belongs to the Section E3: Mathematical Biology)
Numerical Methods and Analysis for Partial Differential Equations
edited by Cesáreo González
submission deadline 31 Mar 2027 | 2 articles | Viewed by 2111 | 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)
Probability, Statistics & Symmetry, 2nd edition submission deadline 31 Mar 2027 | 3 articles | Viewed by 2079 | 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
Clifford Analysis: Theory, Methods, and Multidisciplinary Applications
edited by Ji-eun Kim
submission deadline 31 Mar 2027 | 2 articles | Viewed by 2064 | 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)
Optimization Methods in Engineering Applications
edited by Wei Chien
submission deadline 31 Mar 2027 | Viewed by 2058 | Submission Open
Keywords: optimization methods; mathematical modeling; numerical analysis; dynamical systems; machine learning
(This special issue belongs to the Section E: Applied Mathematics)
Theory and Applications of Fractional Models submission deadline 31 Mar 2027 | 3 articles | Viewed by 1976 | 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)
Time Series and Forecasting with Applications in Economics, Finance and Beyond
edited by Pablo Pincheira
submission deadline 31 Mar 2027 | 2 articles | Viewed by 1944 | 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)
Advanced Mathematical Models in Engineering Design Optimization
edited by Jin Yi and Wei Xia
submission deadline 31 Mar 2027 | 3 articles | Viewed by 1812 | Submission Open
Keywords: design optimization; multi-fidelity surrogate modeling; physical-informed neural networks; generative design; digital twins
(This special issue belongs to the Section E: Applied Mathematics)
Applications of Artificial Intelligence and Natural Language Processing
edited by
submission deadline 31 Mar 2027 | 2 articles | Viewed by 1776 | Submission Open
Keywords: artificial intelligence; machine learning; deep learning; neural networks; natural language processing; health informatics; AI for social good; data for good
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Innovative Topology Optimization Methods and Sustainable Applications
edited by Muayad Habashneh
submission deadline 31 Mar 2027 | 1 articles | Viewed by 1560 | Submission Open
Keywords: topology optimization; reliability-based design; computational mechanics; finite element analysis (FEA); sustainability in structural design; multi-material optimization; additive manufacturing and design; uncertainty in optimization
(This special issue belongs to the Section E: Applied Mathematics)
Machine Learning and High-Performance Computing: Theory and Applications
edited by
submission deadline 31 Mar 2027 | 1 articles | Viewed by 1526 | Submission Open
Keywords: machine learning (ML); high-performance computing (HPC); GPU acceleration; scalable algorithms; parallel computing; energy-efficient computing; scientific applications
(This special issue belongs to the Section E: Applied Mathematics)
Computational Methods for Cryptography and Security submission deadline 31 Mar 2027 | 3 articles | Viewed by 1379 | Submission Open
Keywords: cryptography; post-quantum cryptography; cryptanalysis; security; steganography
(This special issue belongs to the Section E: Applied Mathematics)
Control Theory for Multi-Agent Systems: Recent Advances and Applications
edited by and Rong Su
submission deadline 31 Mar 2027 | 1 articles | Viewed by 1345 | Submission Open
Keywords: multi-agent systems; coordination regulation; distributed optimization; cooperative filtering; robust control; networked control; autonomous unmanned systems; swarm intelligence
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Multi-Objective Optimization Based on Artificial Intelligence and Evolutionary Algorithms
edited by Zhizhong Liu
submission deadline 31 Mar 2027 | 2 articles | Viewed by 1334 | Submission Open
Keywords: multi-objective evolutionary algorithms (MOEAs); swarm intelligence; explainable AI in decision-making; constrained multi-objective optimization; high-dimensional Pareto fronts; data-driven surrogate modeling; robust optimization under uncertainty
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Recent Advances in Nonlinear Dynamics: Chaos, Synchronization, and Their Theoretical and Practical Applications
edited by Runfa Zhang, Zhongzhou Lan and Jianguo Liu
submission deadline 31 Mar 2027 | 2 articles | Viewed by 1294 | Submission Open
Keywords: hemorheology; Hirota bilinear method; chaos; synchronization; integrable system; Lattice Boltzmann method; mathematical physics; matter waves; neural network; nonlinear optics and photonics; nonlinear partial differential equations; nonlinear waves; symbolic computation; solitons; hemodynamics
(This special issue belongs to the Section C2: Dynamical Systems)
Mathematical Advances in Combinatorial Optimization: Theory, Methods, and Applications
edited by
submission deadline 31 Mar 2027 | 2 articles | Viewed by 1292 | Submission Open
Keywords: combinatorial optimization; discrete optimization; integer programming; mixed-integer optimization; graph optimization; network optimization; exact algorithms; approximation algorithms; heuristics; metaheuristics; decomposition methods; polyhedral analysis; valid inequalities; relaxation techniques; robust optimization; stochastic optimization; scheduling; routing; resource allocation; optimization applications
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Mathematical Models and Data-Driven Algorithms for Solving Economic Problems submission deadline 31 Mar 2027 | 1 articles | Viewed by 1254 | Submission Open
Keywords: algorithmic economics; hybrid modelling approaches; data-centric modelling; explainable AI in economics; adaptive market dynamics; sustainable decision algorithms; prescriptive analytics; real-time economic analytics
(This special issue belongs to the Section E5: Financial Mathematics)
Advanced Statistical and Machine Learning Methods for High-Dimensional and Big Data Analysis
edited by Reza Arabi Belaghi
submission deadline 31 Mar 2027 | 1 articles | Viewed by 1089 | 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)
Chemotaxis Models and Their Applications in Biology
edited by
submission deadline 31 Mar 2027 | 1 articles | Viewed by 1089 | Submission Open
Keywords: chemotaxis; PDE models; mathematical biology; cell migration; signal transduction
(This special issue belongs to the Section E3: Mathematical Biology)
Optimization-Aware Explainable Machine Learning: Algorithms, Metrics and Applications
edited by
submission deadline 31 Mar 2027 | 1 articles | Viewed by 1060 | Submission Open
Keywords: optimization-aware machine learning; explainable artificial intelligence; model interpretability; explanation stability; multi-objective optimization; model selection strategies; trustworthy artificial intelligence; interpretability metrics; stakeholder-aligned explanations; decision support systems
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Analytical Approaches to Nonlinear Dynamical Systems and Applications, 4th Edition
edited by
submission deadline 31 Mar 2027 | 3 articles | Viewed by 1004 | Submission Open
Keywords: dynamical systems; nonlinear phenomena; analytical methods; nonlinear differential equations; approximate analytical solutions
(This special issue belongs to the Section C2: Dynamical Systems)
New Advances in Complex Networks with Applications
edited by
submission deadline 31 Mar 2027 | 1 articles | Viewed by 972 | Submission Open
Keywords: complex networks; network dynamics; multilayer networks; network resilience; community detection; graph neural networks; temporal networks; network controllability; network embedding; higher-order interactions; network science applications
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Fuzzy Sets, Fuzzy Numbers, Fuzzy Modeling, and Their Applications in Management and Engineering, 3rd Edition submission deadline 31 Mar 2027 | Viewed by 927 | Submission Open
Keywords: decision-making problem analysis; fuzzy sets theory; fuzzy MCDM; fuzzy logic
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Computational Methods and Applications of Neural Networks
edited by Wuman Luo
submission deadline 31 Mar 2027 | 1 articles | Viewed by 913 | Submission Open
Keywords: deep learning; neural networks; representation learning; learning theory; optimization; probabilistic methods; artificial intelligence for sciences
(This special issue belongs to the Section E1: Mathematics and Computer Science)
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