Special Issues

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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Advanced Research in Numerical Analysis of Partial Differential Equations
edited by Zhen Chao and Xiang-Sheng Wang
submission deadline 31 Dec 2025 | 6 articles | Viewed by 7766 | Submission Open
Keywords: finite element method; boundary element method; finite difference method; parallel computing techniques; spectral method; inverse problem; numerical optimization; computational fluid dynamics; multiscale methods; fractional differential equations
(This special issue belongs to the Section E: Applied Mathematics)
Computational Fluid Dynamics with Applications
edited by Sónia Isabel Silva Pinto
submission deadline 31 Dec 2025 | 6 articles | Viewed by 7730 | Submission Open
Keywords: computational fluid dynamics; computational programming; numerical methods; mathematical analysis; numerical simulations; fluids; thermal energy
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Advanced Research in Mathematical Physics Models with Painlevé Property and Affine Weyl Group Symmetry
edited by
submission deadline 31 Dec 2025 | 5 articles | Viewed by 7544 | Submission Open
Keywords: mathematical Physics; integrable models; Painlevé equations; applications of symmetry
(This special issue belongs to the Section E4: Mathematical Physics)
AI-Driven Innovations in Healthcare: Advances in Machine Learning and Computer Vision
edited by and Ruihan Hu
submission deadline 31 Dec 2025 | 7 articles | Viewed by 7025 | Submission Open
Keywords: artificial intelligence; healthcare; machine learning; computer vision
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advanced Methods and Applications in Medical Informatics
edited by Chengsheng Mao and
submission deadline 31 Dec 2025 | 3 articles | Viewed by 6759 | Submission Open
Keywords: medical informatics; electronic health records; medical data analysis; medical decision making
(This special issue belongs to the Section E: Applied Mathematics)
Discrete Event Dynamic Systems and Applications
edited by Gaiyun Liu and
submission deadline 31 Dec 2025 | 5 articles | Viewed by 6709 | Submission Open
Keywords: discrete event dynamic system; formal method; property verification; networked control system; cyber security; system control; optimization and scheduling; distributed system; system reconfiguration; stochastic process and uncertainty; timing aspects in DEDS and hybrid systems; cyber– physical system; artificial intelligence in discrete event dynamic system; applications of discrete event dynamic system
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Mathematical Foundations in NLP: Applications and Challenges
edited by Jizheng Wan and Mubashir Ali
submission deadline 31 Dec 2025 | 3 articles | Viewed by 6638 | Submission Open
Keywords: NLP; LLMs; machine learning; deep learning; text generation; speech recognition; sentiment analysis; conversational AI; ethical AI
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Privacy-Preserving Machine Learning in Large Language Models (LLMs)
edited by and
submission deadline 31 Dec 2025 | 4 articles | Viewed by 6384 | Submission Open
Keywords: privacy preserving; large language models; machine unlearning
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Numerical Methods and Simulations for Turbulent Flow
edited by
submission deadline 31 Dec 2025 | 3 articles | Viewed by 6266 | Submission Open
Keywords: turbulent flows; turbulent boundary layer; turbulent channel flow; computational fluid dynamics; fluid– structure interaction; numerical simulations; numerical methods; direct numerical simulations; large eddy simulation; hybrid RANS-LES; Navier– Stokes
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Mathematical Innovations and Contributions Within Communication and Information Processing
edited by Li Guo, , Jesus Requena-Carrión and
submission deadline 31 Dec 2025 | 3 articles | Viewed by 6038 | Submission Open
Keywords: block chain and cryptography; cloud computing and scheduling optimization; computational intelligence and grid computing; computer crime prevention and detection; computer security; data mining and big data analysis; data stream processing in mobile/sensor networks; distributed and parallel applications; evolutionary learning and optimization; fuzzy and neural network systems; image processing and signal processing; information and data management; information and network security; mobile and social network programming; multimedia computing; mathematical optimization and swarm intelligence; software engineering; ubiquitous computing; services and applications; web services modeling and web composition; wireless communications optimization
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Artificial Intelligence for Fault Detection in Manufacturing
edited by Jinwoo Song
submission deadline 31 Dec 2025 | 5 articles | Viewed by 5494 | Submission Open
Keywords: artificial intelligence; fault detection; manufacturing; data imbalance; quality control; machine learning; statistical modeling; data augmentation; mathematical optimization; predictive maintenance
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Artificial Intelligence for Network Security and IoT Applications
edited by Anjia Yang, Cheng Huang and
submission deadline 31 Dec 2025 | 2 articles | Viewed by 4755 | Submission Open
Keywords: artificial intelligence (AI); network security; Internet of Things (IoT); intrusion detection; anomaly detection; machine learning; cybersecurity; secure data transmission; privacy preservation; mathematical modeling; Cryptography; security scheme; cryptosystem; cryptographic scheme; information security; privacy security; authentication; cryptographic scheme; authorized access; digital signature; public key cryptosystem; discrete logarithm based cryptosystem; Diffie– Hellman key exchange; elliptic curve cryptography; pairing-based cryptography; lattice-based cryptography; encryption; secret sharing; zero-knowledge; Authenticated; cryption; multi-secret; Encrypted; data hiding; Encrypting
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Polynomial Sequences and Their Applications, 2nd Edition submission deadline 31 Dec 2025 | 5 articles | Viewed by 4712 | Submission Open
Keywords: orthogonal polynomials; matrix methods; monomiality principle; generating functions; Sheffer; Appell and binomial classes; Lidstone type class; umbral calculus; interpolation; boundary value problems; numerical quadrature   TRANSLATE with x English Arabic Hebrew Polish Bulgarian Hindi Portuguese Catalan Hmong Daw Romanian Chinese Simplified Hungarian Russian Chinese Traditional Indonesian Slovak Czech Italian Slovenian Danish Japanese Spanish Dutch Klingon Swedish English Korean Thai Estonian Latvian Turkish Finnish Lithuanian Ukrainian French Malay Urdu German Maltese Vietnamese Greek Norwegian Welsh Haitian Creole Persian   //   TRANSLATE with COPY THE URL BELOW Back EMBED THE SNIPPET BELOW IN YOUR SITE Enable collaborative features and customize widget: Bing Webmaster Portal Back //     This page is in English   Translate to Simplified Chinese         Afrikaans Albanian Amharic Arabic Armenian Azerbaijani Bengali Bulgarian Catalan Croatian Czech Danish Dutch English Estonian Finnish French German Greek Gujarati Haitian Creole Hebrew Hindi Hungarian Icelandic Indonesian Italian Japanese Kannada Kazakh Khmer Korean Kurdish (Kurmanji) Lao Latvian Lithuanian Malagasy Malay Malayalam Maltese Maori Marathi Myanmar (Burmese) Nepali Norwegian Pashto Persian Polish Portuguese Punjabi Romanian Russian Samoan Simplified Chinese Slovak Slovenian Spanish Swedish Tamil Telugu Thai Traditional Chinese Turkish Ukrainian Urdu Vietnamese Welsh   Always translate English to Simplified Chinese Never translate English Never translate admin.mdpi.com
(This special issue belongs to the Section E: Applied Mathematics)
Advanced Intelligent Algorithms for Decision Making Under Uncertainty
edited by Stoyan Tranev and
submission deadline 31 Dec 2025 | 4 articles | Viewed by 4475 | Submission Open
Keywords: artificial intelligence; decision support systems; data analytics; intelligent algorithms; intuitionistic fuzzy logic; large-scale problems; machine learning; numerical methods; optimization; predictive analytics; probabilistic models; stochastic processes; uncertainty quantification
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Computational and Analytical Methods for Inverse Problems
edited by Mohsen Tadi
submission deadline 31 Dec 2025 | 3 articles | Viewed by 4470 | Submission Open
Keywords: inverse problem; Cauchy problem; regularization; land/sea mine detection; impedance tomography; inverse wave scattering in elastic/electromagnetic domains
(This special issue belongs to the Section E: Applied Mathematics)
Analytical Approaches to Nonlinear Dynamical Systems and Applications, 3rd Edition
edited by
submission deadline 31 Dec 2025 | 6 articles | Viewed by 4320 | 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)
Mathematics Methods of Robotics and Intelligent Systems submission deadline 31 Dec 2025 | 4 articles | Viewed by 4249 | Submission Open
Keywords: nonlinear and hybrid robotic systems; distributed and multi-agent systems; multi-sensor fusion techniques and filtering; motion planning; optimal path design; swarm robotics; control theory; gaussian control; matrix control; H-infinity control; sliding mode control; multivariable control; neural control; nonlinear control; stochastic control; model predictive control; robust control; optimal control; adaptive control; time-varying control; fuzzy control; fractional-order control
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Algebraic Modal Logic and Proof Theory
edited by Minghui Ma
submission deadline 31 Dec 2025 | 2 articles | Viewed by 4226 | Submission Open
Keywords: modal algebra; modal logic; proof theory
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Soliton Theory and Integrable Systems in Mathematical Physics
edited by
submission deadline 31 Dec 2025 | 4 articles | Viewed by 3956 | Submission Open
Keywords: numerical simulation; solitons; quasi-integrability; nonlinear evolutions; symmetries; conserved charges
(This special issue belongs to the Section E4: Mathematical Physics)
Advances in High-Performance Computing, Optimization and Simulation
edited by Hao Jiang and Zhe Quan
submission deadline 31 Dec 2025 | 4 articles | Viewed by 3886 | Submission Open
Keywords: high-performance computing; parallel algorithms; quantum computations; error analysis; heterogenous computing; mixed precision; communication-avoiding computing; performance tuning; optimization; parallelization; simulation
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Differential Games and Its Applications, 2nd Edition submission deadline 31 Dec 2025 | 2 articles | Viewed by 3829 | Submission Open
Keywords: differential games; pursuit– evasion games; dynamic games; Hamilton– Jacobi equations; numerical methods
(This special issue belongs to the Section E: Applied Mathematics)
Analysis and Applications of Control Systems Theory
edited by Quan-Yong Fan
submission deadline 31 Dec 2025 | 3 articles | Viewed by 3810 | Submission Open
Keywords: robust control; optimal control; adaptive control; fault-tolerant control; fault detection; switching control; event-triggered control; adaptive dynamic programming; security control; cyber– physical systems
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Mathematical Finance: Statistical Inference, Stochastic Modeling, and Advanced Algorithms submission deadline 31 Dec 2025 | 4 articles | Viewed by 3804 | Submission Open
Keywords: modeling of financial time series; derivatives pricing; term structure of interest rates; stochastic volatility and risk modeling; price duration analysis; high-frequency data analysis; sequential Monte Carlo and particle filtering; Markov chain Monte Carlo; laplace approximations; machine learning methods; other approximating techniques; including random forests; deep Learning; reinforcement learning; and non-parametric estimators
(This special issue belongs to the Section E5: Financial Mathematics)
Federated Learning Strategies for Machine Learning
edited by Lavinia Ferariu, and
submission deadline 31 Dec 2025 | 1 articles | Viewed by 3679 | Submission Open
Keywords: federated learning algorithms; federated reinforcement learning; federated generative model; privacy and security in federated learning; communication efficiency for federated learning; federated learning frameworks; standardisation and interoperability; multi-task learning; evaluation metrics in transfer learning; advanced learning algorithms; distributed learning algorithms; scalability and performance in distributed learning; real-world machine learning applications with data privacy constraints
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advances in Modern Supply Chain Management and Information Technology
edited by Meichuan Cheng and Alexis P.I. Goh
submission deadline 31 Dec 2025 | 2 articles | Viewed by 3603 | Submission Open
Keywords: inventory management; green supply chain and information technology integration; reverse logistics and sustainability; subscription economy; Internet of Things in supply chain management; sustainability assessment and resilience analysis of critical infrastructures; computer graphics and visualization; network theory and optimization; information retrieval and natural language processing; optimization algorithm; operations research and optimization
(This special issue belongs to the Section E: Applied Mathematics)
Fuzzy Group Decision Making and Intelligent Systems: Recent Trends and Methodologies submission deadline 31 Dec 2025 | 1 articles | Viewed by 3571 | Submission Open
Keywords: fuzzy systems; large-scale group decision making; computational intelligence; consensus-reaching process; feedback mechanism; social network; influence; trust; information fusion
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
The Applications of Fractional Calculus in Control Engineering, Dynamical Systems and Signal Processing submission deadline 31 Dec 2025 | 2 articles | Viewed by 3570 | Submission Open
Keywords: fractional calculus; fractional-order control systems; fractional-order dynamics; signal processing; synchronization; memory trace
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Research on Applied Partial Differential Equations
edited by Erwin Suazo and
submission deadline 31 Dec 2025 | 3 articles | Viewed by 3569 | Submission Open
Keywords: fractional calculus; ordinary differential equations; partial differential equations; stochastic differential equations; nonlinear wave propagation; applications of difference and differential equations in finance (or applications in finance); differential learning methods
(This special issue belongs to the Section C1: Difference and Differential Equations)
Statistical Research on Missing Data and Applications
edited by Soeun Kim
submission deadline 31 Dec 2025 | 2 articles | Viewed by 3319 | Submission Open
(This special issue belongs to the Section D1: Probability and Statistics)
Bioinformatics and Mathematical Modelling
edited by Juntao Liu and Ting Yu
submission deadline 31 Dec 2025 | 2 articles | Viewed by 3249 | Submission Open
Keywords: protein; primary sequence; tertiary structure; binding sites; binding affinity; complex structure; peptide function
(This special issue belongs to the Section E3: Mathematical Biology)
Research and Advances in Network Security
edited by
submission deadline 31 Dec 2025 | 2 articles | Viewed by 3221 | Submission Open
Keywords: innovative security protocols; contemporary networking scenarios; secure networks; robust data protection; quantum-resistant algorithms; IDPSs; AI-driven approaches
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Analysis on Differentiable Manifolds
edited by
submission deadline 31 Dec 2025 | 4 articles | Viewed by 3114 | Submission Open
Keywords: differentiable manifold; (pseudo-)Riemannian metric; submanifold; curvature; optimal inequalities; affine connection; polynomial structure; quasi-Einstein manifold; spacetime; geometric flow; soliton; vector field; fiber bundle; vector distribution; foliations
(This special issue belongs to the Section B: Geometry and Topology)
Progress in Computational and Applied Mechanics
edited by Bingbing Xu and Jian Meng
submission deadline 31 Dec 2025 | 2 articles | Viewed by 3075 | Submission Open
Keywords: computational mechanics; numerical methods; finite elements; meshless methods; solid mechanics; dynamics; fluid mechanics; computer simulation
(This special issue belongs to the Section E: Applied Mathematics)
Modeling, Analysis and Optimization for Mathematical Finance, Economics and Risks, 2nd Edition
edited by , , Linlin Tian and Bing Liu
submission deadline 31 Dec 2025 | 4 articles | Viewed by 3069 | Submission Open
Keywords: risk assessment and management; optimization; green finance; data-driven financial modeling; financial risk management with machine learning
(This special issue belongs to the Section E5: Financial Mathematics)
Advances in Mathematical Optimization in Operational Research
edited by and Jiayan Xu
submission deadline 31 Dec 2025 | 5 articles | Viewed by 2993 | Submission Open
Keywords: optimization; operational research; operations and supply chain management; real-world applications
(This special issue belongs to the Section D: Statistics and Operational Research)
Advances in Image-Based Decision Support Systems for Personalized Healthcare and Computational Biology submission deadline 31 Dec 2025 | 2 articles | Viewed by 2971 | Submission Open
Keywords: biomedical imaging; radiology and optical imaging; multimodal imaging; multi-omics data fusion; tomographic reconstruction; image analysis for personalised medicine; image analysis for computer aided diagnosis; image segmentation; image registration; image reconstruction and super-resolution; image retrieval; machine learning; foundation modelling; model uncertainty and interpretability
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Advances in the Research of Complex Network Algorithms
edited by
submission deadline 31 Dec 2025 | 2 articles | Viewed by 2969 | Submission Open
Keywords: models of complex networks; structural network properties and analysis; network statistical inference; machine learning with graphs; complex networks and information systems
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Decision Making under Uncertainty in Soft Computing submission deadline 31 Dec 2025 | 2 articles | Viewed by 2777 | Submission Open
Keywords: fuzzy sets; soft sets; hesitant sets; etc.; and their extensions/generalizations; decision making; multiple criteria decision making; medical decision making; optimization; reasoning under uncertainty; aggregation operators; granular computing; fuzzy fractional integral aggregation; Hermite– Hadamard– Fejé r inequality; linguistic variables; artificial intelligence; soft computing; fuzzy set theory; deep learning; neural networks; machine learning; expert systems; soft computing applications in medical sciences and bioinformatics; applications of fuzziness in artificial intelligence; economics; medicine; engineering; etc.  
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Innovative Methods in Long Sequence Forecasting and Time Series Analysis
edited by Haoyi Zhou, Qingyun Sun and
submission deadline 31 Dec 2025 | 3 articles | Viewed by 2755 | Submission Open
Keywords: time series analysis; spatiotemporal forecasting; non-stationary process modeling; high-dimensionality embedding; interpretability– accuracy trade-off; frequency– time domain synthesis; long-term dependency modeling; cross-scale dependency learning; data-driven decision making; domain knowledge integration; interdisciplinary applications
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Computational Optimization and Operations Research: Theory and Applications
edited by Hsing Luh and
submission deadline 31 Dec 2025 | 2 articles | Viewed by 2740 | Submission Open
Keywords: optimization; machine learning; neural networks; simulation; operations research; stochastic modeling              
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Modeling Multivariate Financial Time Series and Computing submission deadline 31 Dec 2025 | 2 articles | Viewed by 2679 | Submission Open
Keywords: conditional covariance matrix; multivariate financial time series analysis; computational methods for multivariate time series analysis; spillovers; risk measures; tail risk measures
(This special issue belongs to the Section E5: Financial Mathematics)
Stochastic Models with Applications, 2nd Edition submission deadline 31 Dec 2025 | 2 articles | Viewed by 2593 | Submission Open
Keywords: complex systems; dependence and copula models; reliability models; random evolution models; Markov and semi-Markov models; neural models; random walks; queueing models; stochastic models and Cybersecurity
(This special issue belongs to the Section D1: Probability and Statistics)
Mathematical Computation for Pattern Recognition and Computer Vision
edited by and
submission deadline 31 Dec 2025 | 2 articles | Viewed by 2579 | Submission Open
Keywords: artificial intelligence; pattern recognition; computer vision; feature extraction; feature matching; image processing; single-image 3d restoration; multiple view geometry; 3D point cloud; 3D object recognition; machine learning; neural network; deep learning
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematical Epidemiology and Evolutionary Games submission deadline 31 Dec 2025 | 3 articles | Viewed by 2567 | Submission Open
Keywords: agent-based models; complex networks; disease invasion; epidemic models; epidemiology; evolutionary game theory; mathematical epidemiology; population dynamics; spatial games; vaccination game
(This special issue belongs to the Section E3: Mathematical Biology)
Functional Analysis and Mathematical Optimization
edited by , Qiang Wu and
submission deadline 31 Dec 2025 | 1 articles | Viewed by 2530 | Submission Open
Keywords: functional analysis; number theory; operator theory; theories of measure; integration; and probability in infinite dimensional spaces; applications of functional analysis; discrete optimization; continuous optimization; stochastic optimization; optimization algorithms; calculus of variations; optimization techniques and applications
(This special issue belongs to the Section E: Applied Mathematics)
New Advances in Control Theory and Its Applications
edited by Cong Wang
submission deadline 31 Dec 2025 | 2 articles | Viewed by 2393 | Submission Open
Keywords: intelligent control; control algorithm; dynamic system; optimal control
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Intelligent Computing and Mathematical Physics: Robots, Security Games, Quantum Algorithms and Symbolic Computing
edited by Runfa Zhang and
submission deadline 31 Dec 2025 | 1 articles | Viewed by 2287 | Submission Open
Keywords: symbol calculation; neural network model; intelligent computing; partial differential equation; mathematical physics; robotics; dynamics; control; numercial simulation; artificial intelligence; transition of turbulence; security game; bi/tri-level programming; facility location; emergency management; meta-heuristic algorithm; quantum algorithm; quantum error correction; quantum machine learning
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Extreme Value Theory: Theory, Methodology and Applications
edited by
submission deadline 31 Dec 2025 | 1 articles | Viewed by 1906 | Submission Open
Keywords: spatial and/or temporal process; methodological statistics; nonparametric statistics machine learning; causal inference; regression models; applied probability; graphical models; optimization; data science; applied statistical modelling and simulation
(This special issue belongs to the Section D1: Probability and Statistics)
Mathematical Modeling of Energy Transition, Climate Finance, and Sustainable Economic Systems submission deadline 31 Dec 2025 | 2 articles | Viewed by 1883 | Submission Open
Keywords: mathematical finance; energy transition; climate risk; sustainable finance; carbon markets; ESG modeling; stochastic processes; partial differential equations; optimization; network theory; control systems; game theory; econometrics; time series analysis
(This special issue belongs to the Section E5: Financial Mathematics)
Mathematical Methods Applied in Power Systems, 2nd Edition submission deadline 31 Dec 2025 | 2 articles | Viewed by 1850 | Submission Open
Keywords: modeling and simulation; applied numerical methods; computational techniques; performance analysis and forecasting; optimization and operational research; data mining and soft computing; statistics; evolutionary computation; fuzzy logic; expert systems
(This special issue belongs to the Section E: Applied Mathematics)
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