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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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Computational and Machine Learning Methods in Spatial Statistical Modeling
edited by and Ali Lotfi
submission deadline 31 Mar 2027 | 1 articles | Viewed by 883 | Submission Open
Keywords: spatial statistical modeling; machine learning for spatial data; spatiotemporal analysis; Bayesian spatial models; deep learning for spatial prediction; Gaussian processes; kriging and geostatistical interpolation; spatial point pattern analysis; cluster detection; autoregressive models; data fusion from multiple spatial sources; spatial uncertainty quantification; applied geospatial data science
(This special issue belongs to the Section D1: Probability and Statistics)
Mathematical Methods and Artificial Intelligence in Information Recognition
edited by
submission deadline 31 Mar 2027 | Viewed by 862 | Submission Open
Keywords: mathematical methods; Artificial Intelligence (AI); deep learning; medical imaging; Computer-Aided Diagnosis (CAD); Large Language Models (LLMs); information recognition; optimization and statistical learning; explainable and trustworthy AI; applications beyond healthcare (finance, security, smart cities, IoT)
(This special issue belongs to the Section E: Applied Mathematics)
Numerical Methods for Fluid Dynamics
edited by
submission deadline 31 Mar 2027 | 1 articles | Viewed by 858 | Submission Open
Keywords: numerical algorithms; computational fluid dynamics; fluid–structure interaction; turbulence modeling; multiphase flows
(This special issue belongs to the Section E: Applied Mathematics)
Advances in Multivariate Statistical Models: Approaches and Applications for Continuous Data
edited by Filidor Edilfonso Vilca-Labra and Camila Zeller
submission deadline 31 Mar 2027 | 1 articles | Viewed by 769 | Submission Open
Keywords: estimation; asymptotic properties; goodness of fit; multivariate data analysis; kurtosis; maximum likelihood; regression model; diagnostic analysis
(This special issue belongs to the Section D1: Probability and Statistics)
Graph Learning Methods in Data Science with Applications
edited by Marco Podda and Daniele Castellana
submission deadline 31 Mar 2027 | Viewed by 760 | Submission Open
Keywords: graph neural networks; graph representation learning; Bayesian methods for graphs; reservoir computing for graphs; kernels for graphs; learning on dynamic and temporal graphs; learning on multi-relational and heterogeneous graphs; continual learning on graphs; adversarial attacks on graphs; graph generation
(This special issue belongs to the Section E: Applied Mathematics)
Advances in Mathematical Modeling for Insurance and Risk Management
edited by
submission deadline 31 Mar 2027 | 1 articles | Viewed by 754 | Submission Open
Keywords: actuarial science; capital allocation; insurance economics; peer-to-peer networks; reinsurance; risk measures; risk sharing
(This special issue belongs to the Section E5: Financial Mathematics)
Applied Mathematical Modeling in Supply Chain Networks and Manufacturing Systems
edited by
submission deadline 31 Mar 2027 | 1 articles | Viewed by 745 | 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)
Multi-Criteria Decision-Making in Real-World Applications submission deadline 31 Mar 2027 | 1 articles | Viewed by 725 | Submission Open
Keywords: multi-criteria decision-making; fuzzy sets; multi-objective optimization; group decision-making; sensitivity analysis; pair-wise comparison matrix; eigenvalue analysis; distance metric; preference aggregation
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Mathematical and Computational Frameworks in Astrophysics
edited by
submission deadline 31 Mar 2027 | 1 articles | Viewed by 724 | Submission Open
Keywords: numerical relativity; astrophysical fluid dynamics; computational cosmology; high-performance computing; bayesian inference; machine learning in astrophysics
(This special issue belongs to the Section E4: Mathematical Physics)
Advanced Mathematical Methods in Image Processing and Feature Recognition
edited by Guodong Wang
submission deadline 31 Mar 2027 | 1 articles | Viewed by 676 | Submission Open
Keywords: image processing; feature recognition; variational methods; deep learning; mathematical modeling
(This special issue belongs to the Section E: Applied Mathematics)
Mathematical Modeling Applied to the Analysis of Marine Structures
edited by , Luis Volnei Sudati Sagrilo and
submission deadline 31 Mar 2027 | 1 articles | Viewed by 662 | Submission Open
Keywords: mathematical modeling; marine structures; offshore engineering; stochastic analysis; numerical methods
(This special issue belongs to the Section E: Applied Mathematics)
Fuzzy Sets and Modern Artificial Intelligence
edited by Atsushi Inoue
submission deadline 31 Mar 2027 | Viewed by 656 | Submission Open
Keywords: fuzzy sets; fuzzy logic; fuzzy control; soft computing; computational intelligence; neural networks; evolutionary computing; deep learning; generative AI; language models (such as LLM and SLM); edge AI; pattern recognition; intelligent control
(This special issue belongs to the Section E: Applied Mathematics)
Data Sciences and Artificial Intelligence Optimization Methods
edited by
submission deadline 31 Mar 2027 | 1 articles | Viewed by 627 | Submission Open
Keywords: data science; data analysis; artificial intelligence; machine learning; deep learning; optimization
(This special issue belongs to the Section E: Applied Mathematics)
High-Dimensional Statistics: Challenges and Solutions in Big Data Analysis
edited by Senthil Balaji Girimurugan and
submission deadline 31 Mar 2027 | Viewed by 597 | Submission Open
Keywords: High Dimensional Statistics; Feature Extraction; Regularization; Sparse Recovery; Random Matrix Theory; Curse of Dimensionality; Principal Component Analysis; Concentration of Measure; Kernel PCA; Independent Component Analysis
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematical Algorithms and Artificial Intelligence Methods in Design: Theory, Computation and Applications
edited by
submission deadline 31 Mar 2027 | 1 articles | Viewed by 589 | Submission Open
Keywords: mathematical optimization; generative design algorithms; deep learning for design; computational geometry; artificial intelligence in design; topology optimization
(This special issue belongs to the Section E: Applied Mathematics)
Generative AI for Smarter UAVs: Enhancing Reinforcement Learning Decision-Making
edited by and Rahim Taheri
submission deadline 31 Mar 2027 | Viewed by 574 | 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)
Statistical Machine Learning and Bayesian Methods with Applications
edited by Mélodie Monod and
submission deadline 31 Mar 2027 | Viewed by 541 | Submission Open
Keywords: Bayesian deep learning; probabilistic machine learning; statistical machine learning; interpretability and explainability; explainability; spatial statistics; survival analysis; application-driven learning
(This special issue belongs to the Section D1: Probability and Statistics)
Stability Analysis of Fractional Systems, 3rd Edition submission deadline 31 Mar 2027 | 1 articles | Viewed by 530 | Submission Open
Keywords: fractional dynamical systems; fractional differential systems; stability; fractional derivatives and integrals
(This special issue belongs to the Section C1: Difference and Differential Equations)
Information Security and Cloud Computing
edited by
submission deadline 31 Mar 2027 | Viewed by 507 | Submission Open
Keywords: information security; cloud computing; cybersecurity; data privacy; cryptography; access control; secure multi-tenancy; blockchain; virtualization security; intrusion detection; compliance
Blockchain and Intelligent Computing: Privacy, Security, and Theoretical Methods
edited by
submission deadline 31 Mar 2027 | 1 articles | Viewed by 504 | Submission Open
Keywords: cryptography and privacy; blockchain; decentralized systems; intelligent computing; edge intelligence
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Recent Advances in Functional Analysis and Matrix Theory
edited by Maria Zeltser and
submission deadline 31 Mar 2027 | Viewed by 452 | Submission Open
Keywords: functional analysis; matrix theory; operator theory; Banach spaces; Hilbert spaces; spectral theory; matrix inequalities; eigenvalue problems; operator matrices; numerical linear algebra; functional equations; mathematical physics; optimization; quantum information; computational mathematics
Artificial Intelligence: Models, Methods, and Applications with Mathematical Foundations
edited by , and
submission deadline 31 Mar 2027 | Viewed by 443 | Submission Open
Keywords: machine learning; applied mathematics; mathematical modeling; learning algorithms; optimization methods; statistical learning; probabilistic models; explainable artificial intelligence; computational intelligence; data-driven models; intelligent systems; algorithm analysis
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advances in Digital Twins and Hybrid Physical–Digital Systems submission deadline 31 Mar 2027 | Viewed by 437 | Submission Open
Keywords: digital twins; hybrid systems; data assimilation; physics-informed machine learning; multi-fidelity modelling; uncertainty quantification; model reduction; real-time optimisation; cyber–physical systems; inverse problems; state estimation; surrogate modelling; structure-preserving algorithms; multi-scale mathematics; system identification
(This special issue belongs to the Section E: Applied Mathematics)
Bio-Inspired Optimization and Computational Intelligence in Complex Systems submission deadline 31 Mar 2027 | Viewed by 434 | Submission Open
Keywords: bio-inspired computing; swarm intelligence; intelligent computing; intelligent embedded systems; fuzzy logic control; evolutionary algorithms; nature-inspired optimization; complex systems; hybrid intelligent systems; computational intelligence; machine learning for optimization; adaptive systems; soft computing; metaheuristic algorithms; real-time intelligent systems
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advances in Network and Cloud Computing
edited by Rongheng Lin
submission deadline 31 Mar 2027 | Viewed by 426 | Submission Open
Keywords: cloud computing; network architecture; edge intelligence; 5G/6G integration; serverless computing; AI/ML optimization; network security; quantum networking; sustainable computing; multi-cloud systems
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematical Modeling in Computational Biology and Bioinformatics
edited by
submission deadline 31 Mar 2027 | Viewed by 414 | Submission Open
Keywords: mathematical models in biology; biomathematics; computational biology; bioinformatics; molecular evolution; population biology; proteomics; evolutionary genomics; mathematical epidemiology; mathematical models in physiology; symmetry and scaling; complex systems; algebraic models; microbiota stability
(This special issue belongs to the Section E3: Mathematical Biology)
Artificial Intelligence-Driven Mathematical Methods for Financial Modeling and Optimization
edited by , and Anthony Graham Bellotti
submission deadline 31 Mar 2027 | 1 articles | Viewed by 393 | Submission Open
Keywords: artificial intelligence in finance; mathematical finance; machine learning; deep learning; reinforcement learning; financial time series analysis; portfolio optimization; algorithmic trading; risk management; explainable AI; Bayesian learning; stochastic modeling; financial forecasting; graph neural networks; financial networks; green finance; ESG risk; systemic risk; quantitative finance; mathematical optimization; credit risk analytics
(This special issue belongs to the Section E5: Financial Mathematics)
Advances in Partial Differential Equations and Functional Analysis submission deadline 31 Mar 2027 | Viewed by 388 | Submission Open
Keywords: micro-local analysis; index- and k-theory; nonlinear wave phenomena; equations of mixed type; analysis on manifolds with singularities
(This special issue belongs to the Section C1: Difference and Differential Equations)
Mathematical Modeling of Industrial Prognosis and Health Management
edited by
submission deadline 31 Mar 2027 | Viewed by 384 | Submission Open
Keywords: condition monitoring and fault diagnosis; prognostics and health management; remaining useful life (RUL) estimation; intelligent maintenance decision; stochastic process modeling; physics-informed neural network; time series foundation model; reinforcement learning; transfer learning and domain generalization
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Applied Algebraic Methods in Cryptography
edited by Janusz Szmidt
submission deadline 31 Mar 2027 | Viewed by 333 | Submission Open
Keywords: public key cryptography; cryptoanalysis of block and stream ciphers; fully homomorphic encryption
Medical Statistics and Data Analytics
edited by Fotios Siannis and
submission deadline 31 Mar 2027 | Viewed by 321 | Submission Open
Keywords: medical statistics; meta-analysis; survival analysis; statistical modeling; time-to-event data; survival data; hazard functions; individual participant data (IPD); aggregate data; evidence synthesis; heterogeneity; network meta-analysis; proportional hazards models; biomedical data analytics; evidence-based medicine
(This special issue belongs to the Section D1: Probability and Statistics)
Advances in the Theory and Applications of Dynamical Systems
edited by
submission deadline 31 Mar 2027 | 1 articles | Viewed by 288 | Submission Open
Keywords: neural systems; neutral systems; fuzzy systems; memristive systems; markov jump systems; stochastic systems; impulsive systems
(This special issue belongs to the Section C2: Dynamical Systems)
Advances in Distributed Artificial Intelligence: Models, Algorithms, and Systems
edited by Junqing Le, Di Zhang and Gao Liu
submission deadline 31 Mar 2027 | Viewed by 277 | Submission Open
Keywords: distributed learning; collaborative intelligence; scalable systems; secure computing
(This special issue belongs to the Section E: Applied Mathematics)
Mathematical Modelling in Structural Dynamics
edited by , and Yuqi Li
submission deadline 31 Mar 2027 | Viewed by 236 | Submission Open
Keywords: structural dynamics modelling; rotor dynamics; vibration analysis; model order reduction; nonlinear oscillations; digital twins; finite element methods; stochastic dynamics
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Computational Mechanics and Its Applications submission deadline 31 Mar 2027 | Viewed by 224 | Submission Open
Keywords: computational mechanics; meshless methods; finite element method; numerical stability; topology optimization; metamaterials; non-linear mechanics; transport phenomena
(This special issue belongs to the Section E: Applied Mathematics)
The Mathematics of Statistical Mechanics and Its Applications submission deadline 31 Mar 2027 | Viewed by 220 | Submission Open
Keywords: statistical mechanics: mathematical methods; complex networks; phase transitions and critical phenomena; interdisciplinary methods and applications of statistical mechanics
(This special issue belongs to the Section E: Applied Mathematics)
Advances in Mathematical Statistics and Intelligent Computing: Theory, Methods and Applications
edited by Shu Su, and
submission deadline 31 Mar 2027 | Viewed by 208 | Submission Open
Keywords: mathematical modeling; statistical modeling; computational methods; stochastic processes; numerical methods; simulation-based methods; optimization; high-dimensional data analysis; time series analysis; statistical inference; asymptotic analysis; data-driven analysis; interdisciplinary modeling; machine learning; approximation algorithms; deep learning; computational mathematics; distributed computing
(This special issue belongs to the Section E: Applied Mathematics)
Advanced Fuzzy Optimization and Decision Making submission deadline 31 Mar 2027 | Viewed by 195 | Submission Open
Keywords: fuzzy optimization; fuzzy decision-making; automated decision-making system; fuzzy set extensions; hybrid uncertainty; quantum-like decision-making; metaheuristics; evolutionary computation; fuzzy set applications
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Mathematical Modeling and Numerical Analysis of Image Processing and Computational Intelligence
edited by , and Jiangang Ding
submission deadline 31 Mar 2027 | Viewed by 192 | Submission Open
Keywords: visual object detection; multi-object tracking; semantic/instance segmentation; multi-modal representation; visual language model; spatio-temporal memory modeling; visual language model; dynamic knowledge graph; deep video understanding; mathematical optimization for computer vision
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Computational and Analytical Approaches in Geotechnical Engineering submission deadline 31 Mar 2027 | Viewed by 187 | Submission Open
Keywords: computational methods, analytical methods; geotechnical engineering; applied mathematics; mathematical modeling
(This special issue belongs to the Section E: Applied Mathematics)
Artificial Intelligence and Intelligent Computing for Emerging Digital Technologies submission deadline 31 Mar 2027 | Viewed by 180 | Submission Open
Keywords: artificial intelligence; computational intelligence; deep learning; emerging digital technologies; explainable AI; intelligent computing; intelligent systems; machine learning; mathematical modeling; optimization
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Applied Statistics, Data-Driven Modeling and Intelligent System Reliability
edited by
submission deadline 31 Mar 2027 | Viewed by 156 | Submission Open
Keywords: applied statistics; intelligent system reliability; data-driven modeling; progressive censoring scheme; Bayesian inference; machine learning; survival analysis; competing risk model; accelerated life testing; k-out-of-n system reliability
(This special issue belongs to the Section E: Applied Mathematics)
Boundary Value Problems and Applications
edited by Jinlian Ren and Rajib Mahamud
submission deadline 31 Mar 2027 | Viewed by 153 | Submission Open
Keywords: theory of PDE/ODE; mathematical modeling; neural network algorithms; fluid mechanics; solid mechanics; quantum physics; plasma; linear/nonlinear dynamics; numerical methods; quantum physics; electromagnetic theory; systems biology; epidemiology; control theory; financial mathematics
(This special issue belongs to the Section C2: Dynamical Systems)
Nonlinear Dynamics and Intelligent Data Processing
edited by
submission deadline 31 Mar 2027 | Viewed by 141 | Submission Open
Keywords: nonlinear dynamics; intelligent data processing; neural networks; chaos; data-driven discovery
(This special issue belongs to the Section C2: Dynamical Systems)
Advances in Multivariate Statistical Data Analysis
edited by Kartlos Kachiashvili
submission deadline 31 Mar 2027 | Viewed by 127 | Submission Open
Keywords: multivariate statistics; data analysis; statistical inferences; dimension reduction; clustering and classification methods; machine learning integration; change-point detection
(This special issue belongs to the Section D1: Probability and Statistics)
Distributed Optimization and Computational Modeling: Approaches and Applications
edited by and
submission deadline 31 Mar 2027 | Viewed by 119 | Submission Open
Keywords: distributed optimization; computational modeling; intelligent computing; numerical simulation; reduced-order modeling; multi-physics modeling; data-driven modeling; physics-informed learning; multi-agent systems; digital twins; intelligent sensing; robotics; engineering applications
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematical Foundations and Advanced Methods in Modern Machine Learning
edited by
submission deadline 31 Mar 2027 | Viewed by 114 | Submission Open
Keywords: mathematical foundations of machine learning; reinforcement learning; multi-agent reinforcement learning; mean-field and graphon methods; geometric machine learning; optimization theory; statistical learning theory; robustness and generalization; structured representation learning; scientific machine learning
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Economic and Financial Perspectives on Cyber Risk: Quantitative Approaches
edited by Albina Orlando and
submission deadline 31 Mar 2027 | Viewed by 110 | Submission Open
Keywords: cyber risk modelling and management; cyber insurance; cybersecurity investments; systemic cyber risk; data-driven methods; mathematical and statistical modelling
(This special issue belongs to the Section E5: Financial Mathematics)
Advanced Mathematical, Statistical and Computational Intelligence Methods: Theory and Applications
edited by , Eduardo Fernández and
submission deadline 31 Mar 2027 | Viewed by 109 | Submission Open
Keywords: multicriteria decision analysis; optimization under uncertainty; machine learning; fuzzy systems; decision support systems; data-driven modeling; robotics and autonomous systems; engineering applications
(This special issue belongs to the Section D: Statistics and Operational Research)
Advances in Statistical AI and Causal Inference, 2nd Edition
edited by
submission deadline 31 Mar 2027 | Viewed by 108 | Submission Open
Keywords: deep neural networks; causal inference; precision medicine; non-asymptotic theory; treatment effect; statistical machine learning
(This special issue belongs to the Section D1: Probability and Statistics)
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