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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 Flexible Parametric Distributions for Modeling Skewness and Kurtosis
edited by
submission deadline 31 May 2026 | 4 articles | Viewed by 2680 | Submission Open
Keywords: flexible statistical distributions; parametric modeling; skewness; kurtosis; simulation methods; estimation algorithms; non-normal data; statistical applications
(This special issue belongs to the Section D1: Probability and Statistics)
Computational Methods in Wireless Communications with Applications
edited by
submission deadline 31 May 2026 | 5 articles | Viewed by 2594 | 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)
New Trends in Polynomials and Mathematical Analysis
edited by
submission deadline 31 May 2026 | 3 articles | Viewed by 2384 | 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)
Mathematical and Computing Sciences for Artificial Intelligence, 2nd Edition
edited by Chong-Zhi Gao
submission deadline 31 May 2026 | 1 articles | Viewed by 2215 | 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)
Advances in Numerical Computation and Mathematical Modelling for Mechanics and Dynamics in Geotechnical Engineering
edited by Jiadong Qiu, and He Liu
submission deadline 31 May 2026 | 2 articles | Viewed by 1771 | Submission Open
Keywords: dynamic/static responses of rock-soil system; dynamic and static constitutive models; advanced numerical methods for dynamic and static analyses; nonlinear dynamics; multi-physical field numerical simulation; AI-driven rock dynamic/ static analysis; structural stability analysis; development and improvement of FEM/DEM
(This special issue belongs to the Section C2: Dynamical Systems)
Theory and Application of Algebraic Combinatorics, 2nd Edition
edited by , and Svetlana Topalova
submission deadline 31 May 2026 | 2 articles | Viewed by 1730 | Submission Open
Keywords: orthogonal arrays; parallelisms of finite projective space; finite structures and codes; arcs in projective geometries; Hjelmslev geometries; automorphism groups; codes over finite chain rings; symmetric and alternative polynomials; finitely generated algebras; young tableau; code division multiple access systems
Advancements in Distributed Computing and Blockchain Technologies
edited by Yingjie Xue
submission deadline 31 May 2026 | 1 articles | Viewed by 1661 | Submission Open
Keywords: distributed computing; blockchain technology; decentralization; security; privacy; algorithms; smart contracts; scalability; interoperability; applications; governance; data integrity
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Stochastic Processes: Theory, Simulation and Applications, 2nd Edition submission deadline 31 May 2026 | 2 articles | Viewed by 1635 | 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 May 2026 | 1 articles | Viewed by 1611 | 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
Advanced Theoretical and Numerical Methods for Fractional Differential and Difference Equations
edited by
submission deadline 31 May 2026 | 4 articles | Viewed by 1590 | Submission Open
Keywords: fractional; stability; numerical solutions; dynamical systems
(This special issue belongs to the Section C1: Difference and Differential Equations)
Advances in Neural Networks and Their Applications
edited by
submission deadline 31 May 2026 | 1 articles | Viewed by 1586 | Submission Open
Keywords: multimodal learning; explainable AI; mathematical modeling; robustness and generalization; large language models (LLMs); deep learning architectures; reinforcement learning; transfer learning
(This special issue belongs to the Section E: Applied Mathematics)
Mathematical Models and Numerical Simulation in Engineering submission deadline 31 May 2026 | Viewed by 1529 | Submission Open
Keywords: mathematical modeling; computational mathematics; numerical analysis; numerical simulation; engineering; computational fluid dynamics; fluid mechanics
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Advances in Optimal Decision Making Under Risk and Uncertainty
edited by
submission deadline 31 May 2026 | 2 articles | Viewed by 1514 | Submission Open
Keywords: uncertainty optimization; network optimization; portfolio optimization; financial risk; stochastic analysis; fuzzy mathematics; robust optimization; mathematical modeling
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Advances in Control Systems and Automatic Control, 2nd Edition
edited by , and Rob Turnbull
submission deadline 31 May 2026 | 2 articles | Viewed by 1513 | Submission Open
Keywords: proportional– derivative (PD); proportional– integral– derivative (PID); fuzzy logic; neural network; artificial intelligence; automation; control engineering; automatic fault detection
(This special issue belongs to the Section E: Applied Mathematics)
Computational Methods for Numerical Linear Algebra
edited by Junjun Pan
submission deadline 31 May 2026 | 2 articles | Viewed by 1493 | Submission Open
Keywords: eigenvalue problems; singular value decomposition; matrix/tensor factorization techniques; parallel and distributed computing approaches; quantum computing
(This special issue belongs to the Section C: Mathematical Analysis)
Trends in Nonlinear Dynamic System Modeling
edited by
submission deadline 31 May 2026 | 1 articles | Viewed by 1442 | 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)
Augmented Control: Algorithms and Applications
edited by Lei Ma and
submission deadline 31 May 2026 | 1 articles | Viewed by 1401 | Submission Open
Keywords: augmented control; AI-based control; adaptive systems; human– machine interaction; cyber– physical systems; autonomous robotics; Industry 4.0
(This special issue belongs to the Section E: Applied Mathematics)
Recent Advances in Mathematical Epidemiology and Applications
edited by
submission deadline 31 May 2026 | 1 articles | Viewed by 1258 | Submission Open
Keywords: mathematical epidemiology; infectious disease modeling; SEIR/SIR models; machine learning in epidemiology; LSTM/transformer models; epidemic forecasting; AI-augmented mathematical models; global mobility and disease spread; signal analysis; kinetic equation; deep learning
(This special issue belongs to the Section E3: Mathematical Biology)
Computational Mechanics and Applied Mathematics, 2nd Edition
edited by
submission deadline 31 May 2026 | 1 articles | Viewed by 1176 | Submission Open
Keywords: computational mechanics; structural analysis; numerical procedures and mathematical methods
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Applications of Artificial Intelligence and Natural Language Processing
edited by
submission deadline 31 May 2026 | 2 articles | Viewed by 1167 | 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)
Statistical Techniques for Data Collection in the Era of Data Enrichment
edited by
submission deadline 31 May 2026 | 2 articles | Viewed by 1162 | Submission Open
Keywords: sampling theory; design of experiments; subsampling and subdata selection; design-based causal inference; statistical inference accounting for data collection; case studies of special designs or survey problems
(This special issue belongs to the Section D1: Probability and Statistics)
Time Series and Forecasting with Applications in Economics, Finance and Beyond
edited by Pablo Pincheira
submission deadline 31 May 2026 | 2 articles | Viewed by 1098 | 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)
Applied Machine Learning and Soft Computing
edited by
submission deadline 31 May 2026 | 1 articles | Viewed by 1043 | Submission Open
Keywords: machine learning; predictive models and analytics; prescriptive analytics; deep learning; deep reinforcement learning; hybrid models; ensemble models; soft computing; machine learning for big data; business intelligence; intelligent optimization; data-driven models; feature selection; preprocessing methods              
(This special issue belongs to the Section E1: Mathematics and Computer Science)
New Challenges in Statistical Analysis and Multivariate Data Analysis
edited by Sungsu Kim and
submission deadline 31 May 2026 | 2 articles | Viewed by 893 | Submission Open
Keywords: multivariate data; machine learning; high-dimensional data
(This special issue belongs to the Section D1: Probability and Statistics)
Mathematical Models and Data-Driven Algorithms for Solving Economic Problems submission deadline 31 May 2026 | 1 articles | Viewed by 875 | 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)
Nonlinear Elliptic Partial Differential Equations: Theory, Computations, and Applications submission deadline 31 May 2026 | Viewed by 834 | Submission Open
Keywords: reaction diffusion equations; existence/multiplicity/uniqueness; regularity; stability; boundary value problems; nonlinear elliptic equations; numerical PDEs; convergence analysis
(This special issue belongs to the Section E: Applied Mathematics)
Effective Field Theories for Condensed Matter and Statistical Systems submission deadline 31 May 2026 | 1 articles | Viewed by 805 | Submission Open
Keywords: effective field theories; conformal field theories; bosonization; quantum hall effect; statistical mechanics models; quantum hydrodynamics; calogero– sutherland models
(This special issue belongs to the Section E4: Mathematical Physics)
Machine Learning for Dynamics and Control Advancement in Engineering Applications
edited by Ye Zhuang
submission deadline 31 May 2026 | 1 articles | Viewed by 804 | Submission Open
Keywords: machine learning; control theory; dynamical systems optimization; nonlinear dynamics; reinforcement learning; adaptive control; optimal control; physics-informed machine learning; intelligent control  
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Evolutionary Computation and Artificial Intelligence in Control and Robotic System
edited by
submission deadline 31 May 2026 | Viewed by 721 | Submission Open
Keywords: evolutionary computation; computational intelligence; intelligent control systems; intelligent robotics; machine intelligence; applied artificial intelligence; metaheuristic optimization; neuroevolution; reinforcement learning
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Theory and Applications of Differential Equations and Dynamical Systems
edited by Bingwen Liu
submission deadline 31 May 2026 | Viewed by 583 | Submission Open
Keywords: differential equations; dynamical systems theory; ordinary differential equations; functional differential equations; reaction– diffusion equations; stochastic differential equations; fractional differential equations
(This special issue belongs to the Section C1: Difference and Differential Equations)
Mathematical Modelling, Simulation, and Optimal Control in Epidemiology
edited by Kaiming Bi
submission deadline 31 May 2026 | Viewed by 572 | Submission Open
Keywords: evolutionary biology; complex systems biology; mathematical biophysics; infectious disease modeling; epidemic optimal control; simulation-based optimization
(This special issue belongs to the Section E3: Mathematical Biology)
Numerical Methods in Fluid Dynamics submission deadline 31 May 2026 | 1 articles | Viewed by 562 | Submission Open
Keywords: numerical methods; fluid dynamics; high-performance computing; machine learning; deep learning; artificial neural networks; design optimization
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Recent Advances in Deep Learning Algorithms for Computer Vision and Image Analysis
edited by
submission deadline 31 May 2026 | 1 articles | Viewed by 561 | Submission Open
Keywords: deep neural networks; convolutional architectures; transformer-based vision models; object detection and tracking; image segmentation; image enhancement; 3D reconstruction; multimodal data fusion; explainable AI in vision systems; vision in virtual simulations and digital twins    
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Machine Learning and Its Applications
edited by and
submission deadline 31 May 2026 | Viewed by 557 | Submission Open
Keywords: machine learning; big data; artificial intelligence (AI); networks and high-dimensional data; nontraditional data; such as text
(This special issue belongs to the Section E5: Financial Mathematics)
Statistics and Data Sciences
edited by and Jinze Yu
submission deadline 31 May 2026 | Viewed by 544 | Submission Open
Keywords: large vision models; multimodal image processing; 3D computer vision
(This special issue belongs to the Section D1: Probability and Statistics)
Algorithmic Design for Control of Robotic Systems submission deadline 31 May 2026 | 1 articles | Viewed by 524 | Submission Open
Keywords: computational intelligence; robotic control systems; fuzzy logic and neural networks; digital twin; machine learning in robotics; hardware-in-the-loop (HIL); adaptive and intelligent control; path planning and navigation; autonomous systems
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Generative AI for Smarter UAVs: Enhancing Reinforcement Learning Decision-Making
edited by and Rahim Taheri
submission deadline 31 May 2026 | Viewed by 426 | Submission Open
Keywords: unmanned aerial vehicles (UAVs); diffusion models (DMs); reinforcement learning (RL); policy networks; synthetic data generation; data scarcity
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Information Security and Cloud Computing
edited by
submission deadline 31 May 2026 | Viewed by 399 | Submission Open
Keywords: information security; cloud computing; cybersecurity; data privacy; cryptography; access control; secure multi-tenancy; blockchain; virtualization security; intrusion detection; compliance
Latest Advances in Intelligent Computing submission deadline 31 May 2026 | Viewed by 385 | Submission Open
Keywords: artificial intelligence; machine learning; deep learning; evolutionary algorithms; genetic programming; symbolic computation; explainable AI; intelligent data analysis; reinforcement learning; neuromorphic computing; optimization techniques; quantum computing; edge computing; IoT and AI integration; cybersecurity in intelligent computing
(This special issue belongs to the Section E: Applied Mathematics)
Mathematical Foundations and Deep Learning Advances in Computer Vision and Image Analysis
edited by
submission deadline 31 May 2026 | Viewed by 378 | Submission Open
Keywords: convolutional neural network; manifold learning; geometric deep learning and explainable AI; information theory; optimization strategy; pattern recognition; object detection; image fusion                
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Network Security in Artificial Intelligence Systems, 2nd Edition
edited by , Shoko Wakamiya, and
submission deadline 31 May 2026 | Viewed by 359 | Submission Open
Keywords: intrusion detection systems; decentralized AI systems; access control; cybersecurity; encryption; AI network security; machine learning; application of information security
(This special issue belongs to the Section E: Applied Mathematics)
Applied and Computational Mathematics in Aerospace Engineering
edited by
submission deadline 31 May 2026 | Viewed by 334 | Submission Open
Keywords: prognostics and health management; digital twin; condition monitoring; fault diagnosis; mission and maintenance optimization
(This special issue belongs to the Section E: Applied Mathematics)
Machine Learning and Time Series in Econometric Analysis
edited by Weining Wang
submission deadline 31 May 2026 | Viewed by 305 | Submission Open
Keywords: machine learning; statistics; time series; econometrics; forecasting
(This special issue belongs to the Section E5: Financial Mathematics)
Advances in Finite Element Modeling and Mathematical Optimization for Engineering
edited by
submission deadline 31 May 2026 | Viewed by 295 | Submission Open
Keywords: finite element modeling; mathematical optimization; multiscale mechanics; nonlinear analysis; surrogate modeling; digital twins; inverse problems; fracture and fatigue; topology optimization; structural reliability; damage mechanics        
(This special issue belongs to the Section E: Applied Mathematics)
Image Processing and Computer Vision
edited by and Henghui Ding
submission deadline 31 May 2026 | Viewed by 288 | Submission Open
Keywords: computer vision; image processing; low-level vision; high-level vision; representation learning; multimodal large language models (MLLMs); 3D vision; lightweight deep learning
(This special issue belongs to the Section E: Applied Mathematics)
Implementation and Performance of Artificial Intelligence Systems
edited by Gaetan Hains and
submission deadline 31 May 2026 | Viewed by 277 | Submission Open
Keywords: performance of AI and ML systems; embedded AI inference; energy consumption; green-IT; measuring; predicting and optimizing; quantization; algorithm complexity; static analysis and cost models; implementation and performance of artificial intelligence systems
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Multi-Agent Dynamics Under Randomness: From MFGs to ML and Their Applications submission deadline 31 May 2026 | Viewed by 251 | Submission Open
Keywords: MFGs; stochastic dynamics; uncertainty; numerical schemes; artificial intelligence; machine learning
(This special issue belongs to the Section C2: Dynamical Systems)
Applied Mathematical Modeling in Supply Chain Networks and Manufacturing Systems
edited by
submission deadline 31 May 2026 | Viewed by 228 | Submission Open
Keywords: mathematical optimization; multi-criteria decision analysis; supply chain network design; manufacturing systems optimization; mathematical metaheuristics; decision support systems; supply chain analytics
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Advances in Numerical Mathematics for High-Performance Computing in the Exascale Era
edited by Luisa Carracciuolo, and
submission deadline 1 Jun 2026 | 2 articles | Viewed by 3311 | Submission Open
Keywords: mathematical models (particle-based versus continuum representations; scale-bridging models; etc.); discretization algorithms (high-order discretizations; parallel-in-time discretizations; etc.); solution algorithms (communication avoiding algorithms; multiple-precision algorithms; resilient algorithms; etc.); error analysis and uncertainty quantification; efficient and effective parallel numerical software for many cores and heterogeneous computing systems
(This special issue belongs to the Section E: Applied Mathematics)
Computational Mathematics in Data Science and Business Intelligence
edited by Liang Xun and Wei Wang
submission deadline 1 Jun 2026 | Viewed by 528 | Submission Open
Keywords: data science; business intelligence; mathematical method; data-driven; decision-making
(This special issue belongs to the Section E1: Mathematics and Computer Science)
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