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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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Mathematical Modelling and Numerical Computation in Fluid Dynamics
edited by and
submission deadline 27 Feb 2027 | Viewed by 164 | Submission Open
Keywords: mathematical modelling in fluid dynamics; numerical simulation; internal flow of turbomachinery; vortex dynamics and identification; cavitation and multiphase flow; energy loss and entropy production; hydraulic stability and pressure fluctuation; high-performance computing in CFD; fluid– structure interaction; data-driven fluid dynamics/AI for CFD
(This special issue belongs to the Section E: Applied Mathematics)
Mathematical Methods for Artificial Intelligence and Visual Information Processing in Networked Systems submission deadline 27 Feb 2027 | Viewed by 139 | Submission Open
Keywords: mathematical methods for artificial intelligence; federated and distributed learning; visual information processing; edge intelligence and networked systems; intelligent data analysis; privacy-preserving machine learning in multi-device environments; data security across multiple domains and countries
(This special issue belongs to the Section E: Applied Mathematics)
Fuzzy and Hybrid Functional–Algebraic Models in Data Science
edited by Ildar Z. Batyrshin, Barnabas Bede, and
submission deadline 27 Feb 2027 | Viewed by 73 | Submission Open
Keywords: data science; fuzzy set extensions; fuzzy distribution sets; categorical distributions; uncertainty modeling; aggregation functions; information fusion; similarity and correlation functions; evaluation metrics; adaptive inference systems; interval analysis
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Mathematical Applications in Computer Graphics
edited by and
submission deadline 28 Feb 2027 | 6 articles | Viewed by 12588 | Submission Open
Keywords: geometric and solid modeling; visual analytics; computational geometry; numerical methods in graphics; machine learning and AI in graphics; geometry-based machine learning models; deep learning for surface reconstruction and optimization; graph convolutional networks for graphics
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advances in High-Speed Computing and Parallel Algorithm
edited by
submission deadline 28 Feb 2027 | 3 articles | Viewed by 5812 | Submission Open
Keywords: parallel computing; GPU computing; parallelization on HPC platforms; performance analysis; multi-/many-core platforms; cache management
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Application of Mathematical Programming and Algorithms in Operational Research
edited by Trung Hieu Tran
submission deadline 28 Feb 2027 | 1 articles | Viewed by 4955 | Submission Open
Keywords: linear programming; integer programming; mixed-integer lienar prorgamming; exact methods; nature-inspired algorithms; metaheuristic algorithms; math-heuristic algorithms
(This special issue belongs to the Section D: Statistics and Operational Research)
Big Data Mining and Knowledge Graph with Application
edited by Xia Xie and
submission deadline 28 Feb 2027 | 2 articles | Viewed by 4213 | Submission Open
Keywords: knowledge graph; big data mining; semantic modeling; reasoning; GraphRAG; scene graph-based scene understanding
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advances, Challenges, and Applications of Deep Learning Models in Computer Vision and Image Processing and Analysis
edited by and Cesar Puente
submission deadline 28 Feb 2027 | 3 articles | Viewed by 4206 | Submission Open
Keywords: deep learning; computer vision; image processing; image analysis; convolutional neural networks; recurrent neural networks; generative adversarial networks; capsule neural networks; deep transfer learning; vision transformers; hybrid deep learning architecture; image classification; image segmentation; object recognition; video tracking; adversarial attacks; healthcare and medicine; autonomous vehicles; cybersecurity; surveillance; artistic-style classification; agriculture and forestry; remote sensing and geospatial analysis
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Modeling of Processes in Transport Systems submission deadline 28 Feb 2027 | 3 articles | Viewed by 4014 | Submission Open
Keywords: mathematical modeling; transport systems; optimization; simulation; safety; sustainable transport; last-mile delivery; infrastructure; traffic analysis; geometric modeling; decision-making; fuzzy approach; machine learning; artificial intelligence
(This special issue belongs to the Section E: Applied Mathematics)
Advances in Deep Learning, Computer Vision, and Engineering Applications
edited by Qilin Li and
submission deadline 28 Feb 2027 | 3 articles | Viewed by 3875 | Submission Open
Keywords: deep learning; machine learning; diffusion models; expressive power of deep neural networks; computer vision; engineering mathematics; computational engineering; 3D reconstruction; data-driven simulation; physics-informed neural networks
(This special issue belongs to the Section E: Applied Mathematics)
Applied Mathematics, Computing, and Machine Learning
edited by Zhongmei Yao
submission deadline 28 Feb 2027 | 3 articles | Viewed by 3621 | Submission Open
Keywords: applied mathematics; machine learning; artificial intelligence; optimization algorithms; uncertainty quantification; ethical AI; explainable AI; computational neuroscience; quantum machine learning; error analysis; transparency of AI; fairness of AI; accountability of AI; applied machine learning
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Multi-Criteria Decision-Making and Operations Research
edited by and
submission deadline 28 Feb 2027 | 3 articles | Viewed by 3209 | Submission Open
Keywords: fuzzy sets; soft sets; hesitant sets; neutrosophic sets; etc.; and their extensions/generalizations; decision making; multiple criteria decision making; operations research; group decision; fuzzy optimization; fuzzy mathematical programming model and method; fuzzy clustering analysis; fuzzy game theory; reasoning under uncertainty; aggregation operators; granular computing; fuzzy fractional integral aggregation; linguistic variables; artificial intelligence; soft computing; fuzzy set theory; deep learning; neutrosophic sets; neural networks; machine learning; expert systems; soft computing applications in medical sciences and bioinformatics; applications of fuzziness in artificial intelligence; economics; education; medicine; engineering; etc.
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Advances in Graph Theory, Combinatorics, and Applications submission deadline 28 Feb 2027 | 3 articles | Viewed by 2070 | Submission Open
Keywords: graph theory; graph coloring; graph labeling; algebraic graph theory; structural graph theory; extremal graphs/digraphs; random graph theory; distance; topological indices; combinatorics; combinatorial theory; complex networks
(This special issue belongs to the Section A: Algebra and Logic)
Advances of Mathematics and Artificial Intelligence in Engineering Applications
edited by and
submission deadline 28 Feb 2027 | 2 articles | Viewed by 1226 | Submission Open
Keywords: intelligent robotics; intelligent materials; system modeling; system estimation; uncertainty quantification; digital twin system; smart sensing; sensor fusion; multi-modal perception; human– machine interaction; path planning; decision making; model-free control; data-driven control; AI-driven computation
(This special issue belongs to the Section E: Applied Mathematics)
Combinatorial Optimization and Its Real-World Applications
edited by
submission deadline 28 Feb 2027 | 1 articles | Viewed by 1212 | Submission Open
Keywords: optimization; mixed-integer linear programming; large-size models; Boolean problems; heuristics; metaheuristics; energy-efficient algorithms; case studies
(This special issue belongs to the Section E: Applied Mathematics)
Numerical Modelling and Analysis of Fractional-Order Partial Differential Equations: Methods and Applications
edited by
submission deadline 28 Feb 2027 | 1 articles | Viewed by 1185 | Submission Open
Keywords: numerical methods for fractional-order PDEs; computational techniques for fractional calculus; high-order accuracy schemes for fractional differential equations; stability and convergence analysis of numerical solutions; scientific computing applications in engineering and physics; fractional-order modelling in biological and chemical systems; computational fluid dynamics and water wave phenomena; applications of fractional pdes in control theory and dynamical systems; robust algorithms for large-scale fractional differential equations; adaptive mesh refinement and parallel computing for fractional PDEs
(This special issue belongs to the Section C1: Difference and Differential Equations)
Swarm Intelligence and Optimization Algorithms, Variants, and Real-World Applications
edited by Yiying Zhang
submission deadline 28 Feb 2027 | 2 articles | Viewed by 1134 | Submission Open
Keywords: swarm intelligence; optimization algorithms; metaheuristics; real-world applications; hybrid methods
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Applied Machine Learning and Soft Computing
edited by
submission deadline 28 Feb 2027 | 1 articles | Viewed by 1057 | 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)
Advancements in Application of Scientific Computing and Numerical Analysis
edited by Faranak Courtney-Pahlevani
submission deadline 28 Feb 2027 | 1 articles | Viewed by 973 | Submission Open
Keywords: numerical analysis; scientific computing; numerical algorithms; numerical methods in ODE and PDE; optimization; interpolation
(This special issue belongs to the Section E: Applied Mathematics)
Optimization Models and Algorithms in Data Science, 2nd Edition
edited by
submission deadline 28 Feb 2027 | 2 articles | Viewed by 953 | Submission Open
Keywords: tensor decomposition; low-rank models; multi-view clustering; sparse coding; tensor completion; tensor robust principal component analysis; machine learning; data science; signal processing; image processing; high-dimensional data
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advances in Computational Geotechnics: Modelling Mechanics and Dynamic Behaviour
edited by Soufiane Bentout
submission deadline 28 Feb 2027 | Viewed by 751 | Submission Open
Keywords: numerical computation; mathematical modelling; geotechnical engineering; nonlinear dynamics and stability; thermos– hydro– mechanical– chemical (THMC) coupling
(This special issue belongs to the Section E: Applied Mathematics)
Mathematical and Statistical Modeling in Complex Diseases
edited by Shantia Yarahmadian and Seth F. Oppenheimer
submission deadline 28 Feb 2027 | 1 articles | Viewed by 712 | Submission Open
Keywords: partial differential equations; mathematical biology; mathematical modeling; complex diseases
(This special issue belongs to the Section E3: Mathematical Biology)
Fuzzy Numbers, Fuzzy Difference Equations, Fuzzy Differential Equations and Their Applications submission deadline 28 Feb 2027 | Viewed by 664 | Submission Open
Keywords: fuzzy numbers; fuzzy difference equations; fuzzy differential equations; fuzzy optimization; fuzzy decision making; fuzzy game; fuzzy control
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Mathematical Modeling and Simulation in Mechanics and Dynamic Systems, 4th Edition submission deadline 28 Feb 2027 | 1 articles | Viewed by 630 | Submission Open
Keywords: dynamic systems; modelling of nonlinearities; algorithm; computer simulation; finite elements method
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Mathematical Modeling in Structural Mechanics
edited by
submission deadline 28 Feb 2027 | 2 articles | Viewed by 599 | Submission Open
Keywords: structural mechanics; mathematical modeling; deformation and stress analysis; vibration and dynamics; stability and buckling; fracture and damage; structural optimization
(This special issue belongs to the Section E: Applied Mathematics)
Advances in Bayesian Inference and High-Dimensional Data Analysis
edited by and Liucang Wu
submission deadline 28 Feb 2027 | Viewed by 487 | Submission Open
Keywords: Bayesian inference; Bayesian computation; prior elicitation; Bayesian modeling; variable selection; Bayesian applications
(This special issue belongs to the Section D1: Probability and Statistics)
Nonlinear Control and Its Applications submission deadline 28 Feb 2027 | Viewed by 312 | Submission Open
Keywords: nonlinear dynamical systems; mathematical modeling; nonlinear control; system identification; stability; complex systems; control theory; real-world applications; power systems; power electronics
(This special issue belongs to the Section E: Applied Mathematics)
Statistical and Mathematical Methods in Econometric Analysis
edited by
submission deadline 28 Feb 2027 | Viewed by 282 | Submission Open
Keywords: econometric methodology; statistical inference; mathematical modeling; Bayesian methods; machine learning in econometrics; artificial intelligence; high-dimensional analysis; bootstrap techniques; stochastic processes; optimization in econometrics.
(This special issue belongs to the Section D1: Probability and Statistics)
Multi-Objective Optimization: Theory, Methods, and Applications submission deadline 28 Feb 2027 | Viewed by 188 | Submission Open
Keywords: multi-objective optimization; optimization methods; optimization applications; innovative methods and algorithms
(This special issue belongs to the Section E: Applied Mathematics)
Nonlinear Dynamics in Physics and Applied Mathematics
edited by Tatyana L. Belyaeva and Vladimir Serkin
submission deadline 28 Feb 2027 | Viewed by 162 | Submission Open
Keywords: nonlinear dynamics; solitary and periodic nonlinear waves; integrable higher-order nonlinear evolution equations; inverse scattering transform method with a variable spectral parameter; neural networks; scientific machine learning
(This special issue belongs to the Section C2: Dynamical Systems)
Differential Equations and Stability in Dynamical Systems: Theory, Methods and Applications
edited by and Eva García Villalba
submission deadline 28 Feb 2027 | Viewed by 143 | Submission Open
Keywords: differential equations; dynamical systems; stability theory; lyapunov methods; nonlinear systems; bifurcation analysis; control theory; numerical methods; applied mathematics; mathematical modeling
(This special issue belongs to the Section C1: Difference and Differential Equations)
Mathematical and Computational Methods for Large-Scale Optimization and Their Applications
edited by
submission deadline 28 Feb 2027 | Viewed by 119 | Submission Open
Keywords: large-scale optimization; numerical algorithms; machine learning; convex analysis; scientific computing
(This special issue belongs to the Section E: Applied Mathematics)
Advances in Fuzzy Decision-Making and Applications submission deadline 28 Feb 2027 | Viewed by 110 | Submission Open
Keywords: fuzzy set theory; fuzzy decision making; aggregation operators; hybrid systems; decision science trends; fuzzy and BERT
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Artificial Intelligence and Mathematical Methods in Finance
edited by Zhaoxian Zhou
submission deadline 28 Feb 2027 | Viewed by 107 | Submission Open
Keywords: machine learning; deep learning; large language models; foundation models; stock market prediction; financial time series; transformer models; generative models; probabilistic forecasting; causal inference; graph neural networks; reinforcement learning; online learning; concept drift; algorithmic trading; portfolio optimization; risk management; volatility forecasting; multimodal data; explainable models; alternative data
(This special issue belongs to the Section E5: Financial Mathematics)
Advanced Research in Functional Analysis and Operator Theory, 2nd Edition
edited by Claudio H. Morales
submission deadline 28 Feb 2027 | Viewed by 101 | Submission Open
Keywords: geometric fixed-point theory in Banach spaces; nonlinear operator theory; differential and integral equations; functional analysis
(This special issue belongs to the Section C1: Difference and Differential Equations)
Fractional and Classical Differential Equations: Theory, Stability, and Applications
edited by
submission deadline 28 Feb 2027 | Viewed by 98 | Submission Open
Keywords: fractional-order derivatives; fractional calculus; exact solutions; approximate methods; modelling
(This special issue belongs to the Section C1: Difference and Differential Equations)
Mathematical Advances and Applications in Engineering: Numerical Methods, Machine Learning and Modeling
edited by Javier Bilbao
submission deadline 28 Feb 2027 | Viewed by 96 | Submission Open
Keywords: numerical methods; differential equations; machine learning; linear algebra applications; optimization; engineering modeling; computational thinking; STEM education
(This special issue belongs to the Section E: Applied Mathematics)
Chaotic Systems and Their Applications, 3rd Edition
edited by
submission deadline 28 Feb 2027 | Viewed by 90 | Submission Open
Keywords: chaos; chaotic system; neural network; memristor; nonlinear dynamics; synchronous control circuit implementation
(This special issue belongs to the Section C2: Dynamical Systems)
Applied Mathematics in Financial Markets and Risk Analysis submission deadline 28 Feb 2027 | Viewed by 87 | Submission Open
Keywords: stochastic processes and stochastic differential equations in finance; optimization methods for portfolio selection and asset allocation; numerical methods for derivative pricing; risk modeling and quantitative risk management; statistical arbitrage and market efficiency; machine learning and neural networks in finance; deep learning for financial forecasting and trading strategies; high-frequency data analysis and algorithmic trading; volatility modeling and forecasting; systemic risk and financial network models
(This special issue belongs to the Section E5: Financial Mathematics)
Computational Methods in Informatics
edited by Lei Hou
submission deadline 28 Feb 2027 | Viewed by 81 | Submission Open
Keywords: computational methods; business informatics; health informatics; social informatics; data-driven applications; user behavior analytics
(This special issue belongs to the Section E: Applied Mathematics)
Numerical Simulations and Machine Learning Algorithms of Complex Systems
edited by Nopparat Pochai
submission deadline 28 Feb 2027 | Viewed by 79 | Submission Open
Keywords: numerical simulation; machine learning algorithms; complex systems modeling; computational biomechanics; data-driven decision making; predictive modeling; high-dimensional data analysis; hybrid modeling
(This special issue belongs to the Section E: Applied Mathematics)
Soft Computing Modeling and Optimisation of Intelligent Manufacturing, Production and Supply Chain Systems
edited by Tatjana Sibalija
submission deadline 28 Feb 2027 | Viewed by 79 | Submission Open
Keywords: soft computing; metaheuristics; evolutionary computing; neural networks; machine learning; generative AI; proba-bilistic reasoning; rough set theory; manufacturing; production system; supply chain system
(This special issue belongs to the Section E: Applied Mathematics)
High-Performance Computing in Computational Physics and Engineering
edited by Leon Kos
submission deadline 28 Feb 2027 | Viewed by 33 | Submission Open
Keywords: high-performance computing (HPC); parallel computing; numerical methods; computational physics; computational engineering; multiphysics simulation; scalable algorithms; scientific computing; multiscale modeling
(This special issue belongs to the Section E4: Mathematical Physics)
Text Analytics, Natural Language Processing, and Large Language Models in Operations Research
edited by
submission deadline 28 Feb 2027 | Viewed by 24 | Submission Open
Keywords: text analytics; natural language processing (NLP); large language models (LLMs); operations research; optimization; decision support; text-to-optimization; knowledge graphs
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Mathematical Modeling and Dynamical Analysis of Biological Systems
edited by
submission deadline 28 Feb 2027 | Viewed by 17 | Submission Open
Keywords: predator– prey model; epidemic model; stability; bifurcation; basic reproduction number; complex networks
(This special issue belongs to the Section E3: Mathematical Biology)
Recent Advances in Differential Geometry
edited by David V. Svintradze
submission deadline 15 Mar 2027 | Viewed by 672 | 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)
Machine Learning Techniques and Surrogate Models in Designing, Optimizing, and Analyzing Engineering Systems
edited by
submission deadline 15 Mar 2027 | Viewed by 337 | 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)
Application of Statistical Analysis and Models in Economics and Management submission deadline 17 Mar 2027 | Viewed by 42 | 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)
Advanced Numerical Methods for Differential Equations: Recent Developments, Analysis and Applications, 2nd Edition
edited by
submission deadline 21 Mar 2027 | Viewed by 15 | 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 1402 | 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)
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