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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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Numerical Analysis and Mathematical Modeling with Applications in Biology
edited by and Maria C. A. Leite
submission deadline 28 Feb 2027 | Viewed by 107 | Submission Open
Keywords: deterministic models; stochastic models; continuous and discrete models; numerical solutions; parameter estimation; sensitivity analysis; stability; bifurcations; physics-informed neural networks; applications to specific situations; related topics
(This special issue belongs to the Section E3: Mathematical Biology)
Stochastic Modeling and Optimization in Operations Management
edited by and
submission deadline 28 Feb 2027 | Viewed by 100 | Submission Open
Keywords: stochastic modeling; operations management; optimization; queueing theory; supply chain management; dynamic pricing; service operations; platform economy; robust optimization; data-driven decision making; artificial intelligence; system resilience; behavioral operations; intelligent manufacturing; sustainable operations
(This special issue belongs to the Section D1: Probability and Statistics)
Advancements in Nonlinear Dynamics and Numerical Simulation for Engineering Applications
edited by
submission deadline 28 Feb 2027 | Viewed by 99 | Submission Open
Keywords: nonlinear dynamics; numerical simulation; dynamic behavior; vibration control; engineering structures
(This special issue belongs to the Section E2: Control Theory and Mechanics)
New Advances in Network Security, Data Privacy, and Applied Cryptography
edited by Zhaoshun Wang, and
submission deadline 10 Mar 2027 | 1 articles | Viewed by 1784 | Submission Open
Keywords: network security; data privacy; applied cryptography; threat detection; security protocol design; blockchain applications; privacy enhancement techniques; fault diagnosis; artificial intelligence
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Applications of Algebra, Geometry, and Optimization to Control Theory, 2nd Edition
edited by
submission deadline 15 Mar 2027 | 1 articles | Viewed by 1308 | Submission Open
Keywords: geometric control; algebraic control; optimization; stability control theory; control system
Recent Advances in Differential Geometry submission deadline 15 Mar 2027 | Viewed by 826 | Submission Open
Keywords: moving surfaces; differential geometry; variations on manifolds; calculus of variations; calculus; global and local geometry
(This special issue belongs to the Section B: Geometry and Topology)
Applied Mathematics and Artificial Intelligence for Robotics
edited by
submission deadline 15 Mar 2027 | 1 articles | Viewed by 506 | Submission Open
Keywords: mathematical modeling in robot mechanisms and design; intelligent perception and multi-sensor information fusion; motion planning and trajectory optimization; physics-informed AI and data-driven optimization
(This special issue belongs to the Section E: Applied Mathematics)
Machine Learning Techniques and Surrogate Models in Designing, Optimizing, and Analyzing Engineering Systems
edited by
submission deadline 15 Mar 2027 | Viewed by 484 | Submission Open
Keywords: machine learning; surrogate model; engineering system; sensitivity analysis; regression; approximation; interpolation; optimization
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Machine Learning and Data-Driven Approaches in Nuclear and Quantum Physics
edited by and Amir Jalili
submission deadline 15 Mar 2027 | Viewed by 235 | Submission Open
Keywords: machine learning; artificial intelligence; nuclear physics; quantum physics; quantum machine learning; physics-informed neural networks; uncertainty quantification; quantum computing; data-driven modelling; neural network
(This special issue belongs to the Section E4: Mathematical Physics)
Application of Statistical Analysis and Models in Economics and Management submission deadline 17 Mar 2027 | 1 articles | Viewed by 778 | 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 7917 | 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 2385 | 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 2004 | 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 1330 | 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 1040 | 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 702 | 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 165 | 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 1606 | 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 3188 | 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 580 | 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 19208 | 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 18388 | 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 11269 | 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 | 10 articles | Viewed by 8791 | 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 7674 | 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 7379 | 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 7339 | 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 6433 | 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 5971 | 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 5896 | 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 5640 | 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 5430 | 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
Advanced Research in Pure and Applied Algebra, 2nd Edition
edited by
submission deadline 31 Mar 2027 | 5 articles | Viewed by 5336 | 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)
Evolutionary Machine Learning for Real-World Applications
edited by Azam Asilian Bidgoli
submission deadline 31 Mar 2027 | 2 articles | Viewed by 5295 | 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 4988 | 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 4918 | 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 4839 | 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 4732 | 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 4197 | 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 4134 | 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 3907 | 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)
Statistics and Stochastic Modeling in Bioinformatics and Computational Biology
edited by Elizabeth P. Chou
submission deadline 31 Mar 2027 | 1 articles | Viewed by 3688 | 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)
Computational Methods in Wireless Communications with Applications
edited by
submission deadline 31 Mar 2027 | 5 articles | Viewed by 3659 | 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 3529 | 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 3136 | 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 2841 | 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 2625 | 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)
Advance in Algebraic Structures and Representation Theories
edited by
submission deadline 31 Mar 2027 | 2 articles | Viewed by 2584 | 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 2491 | 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 2484 | 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
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