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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 Differential Equations and Mathematical Modelling in Mathematical Biology submission deadline 31 Mar 2027 | 2 articles | Viewed by 2157 | Submission Open
Keywords: differential equations; mathematical biology; nonlinear models
(This special issue belongs to the Section E3: Mathematical Biology)
Clifford Analysis: Theory, Methods, and Multidisciplinary Applications
edited by Ji-eun Kim
submission deadline 31 Mar 2027 | 2 articles | Viewed by 2120 | Submission Open
Keywords: clifford analysis; monogenic functions; dirac operator; hypercomplex analysis; partial differential equations; geometric calculus; mathematical physics; signal and image processing
(This special issue belongs to the Section C: Mathematical Analysis)
Time Series and Forecasting with Applications in Economics, Finance and Beyond
edited by Pablo Pincheira
submission deadline 31 Mar 2027 | 2 articles | Viewed by 2047 | Submission Open
Keywords: artificial intelligence; bayesian forecasting; climate forecasting; commodity prices; connectedness measures; copula methods; deep learning; efficiency adjustments; energy markets; electricity load forecasting; exchange rates; financial forecasting; forecast combinations; forecast evaluation; forecast metrics; forecast uncertainty; GARCH; high-dimensional forecasting; in-sample vs. out-of-sample; machine learning; macroeconomics; neural networks; renewable energy forecasting; simple versus complex forecasting models; state-space models; stock markets; volatility; weather forecasts
(This special issue belongs to the Section E5: Financial Mathematics)
Theory and Applications of Fractional Models submission deadline 31 Mar 2027 | 3 articles | Viewed by 2029 | 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)
Advanced Mathematical Models in Engineering Design Optimization
edited by Jin Yi and Wei Xia
submission deadline 31 Mar 2027 | 3 articles | Viewed by 1915 | 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 1830 | 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 1594 | 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 1560 | 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)
Analytical Approaches to Nonlinear Dynamical Systems and Applications, 4th Edition
edited by
submission deadline 31 Mar 2027 | 4 articles | Viewed by 1461 | 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)
Computational Methods for Cryptography and Security submission deadline 31 Mar 2027 | 3 articles | Viewed by 1436 | Submission Open
Keywords: cryptography; post-quantum cryptography; cryptanalysis; security; steganography
(This special issue belongs to the Section E: Applied Mathematics)
Mathematical Advances in Combinatorial Optimization: Theory, Methods, and Applications
edited by
submission deadline 31 Mar 2027 | 2 articles | Viewed by 1401 | 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)
Multi-Objective Optimization Based on Artificial Intelligence and Evolutionary Algorithms
edited by Zhizhong Liu
submission deadline 31 Mar 2027 | 2 articles | Viewed by 1398 | 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)
Control Theory for Multi-Agent Systems: Recent Advances and Applications
edited by and Rong Su
submission deadline 31 Mar 2027 | 1 articles | Viewed by 1378 | 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)
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 1334 | 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 Models and Data-Driven Algorithms for Solving Economic Problems submission deadline 31 Mar 2027 | 1 articles | Viewed by 1282 | 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 1133 | 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 1118 | 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 1114 | 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)
New Advances in Complex Networks with Applications
edited by
submission deadline 31 Mar 2027 | 1 articles | Viewed by 1028 | 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 956 | 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 943 | 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)
Mathematical Algorithms and Artificial Intelligence Methods in Design: Theory, Computation and Applications
edited by
submission deadline 31 Mar 2027 | 3 articles | Viewed by 941 | 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)
Recent Advances in Portfolio Optimization and Investment Decision-Making
edited by
submission deadline 31 Mar 2027 | Viewed by 908 | Submission Open
Keywords: portfolio selection; investment decision-making; artificial intelligence; fuzzy optimization; uncertainty theory; return prediction; ESG investment
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Computational and Machine Learning Methods in Spatial Statistical Modeling
edited by and Ali Lotfi
submission deadline 31 Mar 2027 | 1 articles | Viewed by 901 | 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)
Numerical Methods for Fluid Dynamics
edited by
submission deadline 31 Mar 2027 | 1 articles | Viewed by 882 | 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)
Mathematical Methods and Artificial Intelligence in Information Recognition
edited by
submission deadline 31 Mar 2027 | Viewed by 871 | 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)
Multi-Criteria Decision-Making in Real-World Applications submission deadline 31 Mar 2027 | 1 articles | Viewed by 800 | 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)
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 794 | 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)
Applied Mathematical Modeling in Supply Chain Networks and Manufacturing Systems
edited by
submission deadline 31 Mar 2027 | 1 articles | Viewed by 780 | 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 Mathematical Modeling for Insurance and Risk Management
edited by
submission deadline 31 Mar 2027 | 1 articles | Viewed by 780 | 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)
Graph Learning Methods in Data Science with Applications
edited by Marco Podda and Daniele Castellana
submission deadline 31 Mar 2027 | Viewed by 771 | 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)
Mathematical and Computational Frameworks in Astrophysics
edited by
submission deadline 31 Mar 2027 | 1 articles | Viewed by 741 | 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)
Blockchain and Intelligent Computing: Privacy, Security, and Theoretical Methods
edited by
submission deadline 31 Mar 2027 | 1 articles | Viewed by 727 | 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)
Fuzzy Sets and Modern Artificial Intelligence
edited by Atsushi Inoue and Junji Nishino
submission deadline 31 Mar 2027 | Viewed by 720 | 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)
Advanced Mathematical Methods in Image Processing and Feature Recognition
edited by Guodong Wang
submission deadline 31 Mar 2027 | 1 articles | Viewed by 710 | 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 703 | Submission Open
Keywords: mathematical modeling; marine structures; offshore engineering; stochastic analysis; numerical methods
(This special issue belongs to the Section E: Applied Mathematics)
Stability Analysis of Fractional Systems, 3rd Edition submission deadline 31 Mar 2027 | 1 articles | Viewed by 695 | 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)
Data Sciences and Artificial Intelligence Optimization Methods
edited by
submission deadline 31 Mar 2027 | 1 articles | Viewed by 647 | 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 607 | 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)
Generative AI for Smarter UAVs: Enhancing Reinforcement Learning Decision-Making
edited by and Rahim Taheri
submission deadline 31 Mar 2027 | Viewed by 584 | 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 550 | 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)
Information Security and Cloud Computing
edited by
submission deadline 31 Mar 2027 | Viewed by 515 | Submission Open
Keywords: information security; cloud computing; cybersecurity; data privacy; cryptography; access control; secure multi-tenancy; blockchain; virtualization security; intrusion detection; compliance
Advances in Distributed Artificial Intelligence: Models, Algorithms, and Systems
edited by Junqing Le, Di Zhang and Gao Liu
submission deadline 31 Mar 2027 | 1 articles | Viewed by 472 | Submission Open
Keywords: distributed learning; collaborative intelligence; scalable systems; secure computing
(This special issue belongs to the Section E: Applied Mathematics)
Recent Advances in Functional Analysis and Matrix Theory
edited by Maria Zeltser and
submission deadline 31 Mar 2027 | Viewed by 462 | 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 454 | 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 447 | 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)
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 446 | 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)
Bio-Inspired Optimization and Computational Intelligence in Complex Systems submission deadline 31 Mar 2027 | Viewed by 441 | 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 435 | 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 426 | 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)
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