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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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Dynamical Systems and Complex Systems
edited by
submission deadline 31 Dec 2025 | 2 articles | Viewed by 1788 | Submission Open
Keywords: dynamical systems; complex systems; ergodic systems; chaotic systems
(This special issue belongs to the Section C2: Dynamical Systems)
Mathematical and Computational Models of Cognition, 2nd Edition
edited by
submission deadline 31 Dec 2025 | 1 articles | Viewed by 1627 | Submission Open
Keywords: mathematical cognitive science; cognitive modeling; mathematical modeling; cognitive science; computational modeling; metamodeling; psychophysics; mathematical psychology; cognition; perception; concept learning; categorization; memory; reasoning; problem solving; similarity assessment; decision-making; attention
(This special issue belongs to the Section E3: Mathematical Biology)
Advanced Numerical Modelling and Simulation Techniques in Computational Mechanics
edited by Yousef Ghaffari Motlagh
submission deadline 31 Dec 2025 | 1 articles | Viewed by 1608 | Submission Open
Keywords: isogeometric analysis; phase-field; material point method; physics-informed neural networks; machine learning; variational multi-scale method; finite cell method; virtual element method.
(This special issue belongs to the Section E: Applied Mathematics)
Algebra, Ring Theory, and Homological Algebra with Analysis and Applications submission deadline 31 Dec 2025 | 2 articles | Viewed by 1465 | Submission Open
Keywords: rings; algebras; modules; homological algebra; category theory; Hopf algebras; Banach algebras; Hilbert spaces; Jordan algebras; coding theory; cryptography
(This special issue belongs to the Section A: Algebra and Logic)
Finite Element Analysis and Application
edited by João Elias Abdalla Filho, Roberto Dalledone Machado and John Otto Dow
submission deadline 31 Dec 2025 | 1 articles | Viewed by 1275 | Submission Open
Keywords: finite element methods; finite element analysis; computational mechanics; mathematical modeling; numerical approaches
(This special issue belongs to the Section C: Mathematical Analysis)
Theory and Application of Neural Networks and Complex Networks, 2nd Edition submission deadline 31 Dec 2025 | 1 articles | Viewed by 1244 | Submission Open
Keywords: centrality measures; neural networks; machine learning; complex networks; predictive models; multiplex networks; graph neural networks
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Computational Intelligence, Computer Vision and Pattern Recognition
edited by
submission deadline 31 Dec 2025 | 1 articles | Viewed by 1215 | Submission Open
Keywords: computer vision; pattern recognition; deep learning; image analysis; object detection; recognition systems; multimodal learning; video analysis
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Recent Advances in Numerical Integration of Differential Equations
edited by
submission deadline 31 Dec 2025 | 1 articles | Viewed by 1170 | Submission Open
Keywords: conservative properties; long-time stability; numerical analysis; phase-field equations; physical plasmas
(This special issue belongs to the Section C1: Difference and Differential Equations)
Recent Advances in Fractal and Fractional Calculus
edited by
submission deadline 31 Dec 2025 | 1 articles | Viewed by 1121 | Submission Open
Keywords: fractional calculus; fractional differential equations; fractional difference equations; multidimensional fractional calculus; fractal geometry
(This special issue belongs to the Section C1: Difference and Differential Equations)
Trends in Evolutionary Computation with Applications submission deadline 31 Dec 2025 | 1 articles | Viewed by 1025 | Submission Open
Keywords: evolutionary computation; nature-inspired algorithms; swarm intelligence; bio-inspired computing; hybrid optimization; nature-inspired algorithms; parallel processing; cloud-based deployments; fuzzy logic; soft computing
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Emerging Applications of Artificial Intelligence Algorithms in Computer and Network Security
edited by , , Yeim-Kuan Chang and Yung-Chung Wang
submission deadline 31 Dec 2025 | 1 articles | Viewed by 873 | Submission Open
Keywords: artificial intelligence; computer security; network security; machine learning; malware detection; intrusion detection; steganalysis
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Stability and Stabilization of Partial Differential Equations
edited by and Guchuan Zhu
submission deadline 31 Dec 2025 | 1 articles | Viewed by 818 | Submission Open
Keywords: partial differential equations (PDEs); stability analysis; nonlinear PDEs; stabilization problems; control design; numerical simulations; fluid dynamics; electrical engineering; material science; ecological modeling
(This special issue belongs to the Section C1: Difference and Differential Equations)
Parametric and Nonparametric Statistics: From Theory to Applications, 2nd Edition submission deadline 31 Dec 2025 | 1 articles | Viewed by 744 | Submission Open
Keywords: empirical processes; high-dimensional data; data-mining; extremes; records; time series; regression; econometrics; signal processing; parametric methods; nonparametric methods; semiparametric methods; rank statistics; order statistics; robustness; renewal processes; functional estimation
(This special issue belongs to the Section D1: Probability and Statistics)
Probability Distributions and Their Applications
edited by , Wei Ning and Cong Wang
submission deadline 31 Dec 2025 | Viewed by 658 | Submission Open
Keywords: skewed distribution; change point analysis; parameter estimation; linear regression model; empirical likelihood method; data analysis; hypothesis testing; causal inference; the A Priori Procedure method; Bayesian inferences; conditional tail expectation; tail dependence
(This special issue belongs to the Section D1: Probability and Statistics)
Advances in Finite Element Methods and Boundary Value Problems
edited by
submission deadline 31 Dec 2025 | Viewed by 610 | Submission Open
Keywords: differential equations; integral equations; numerical analysis; finite element methods; computational mechanics; computational discretization; high-performance computing; multiphysics; nanotechnology; machine learning
(This special issue belongs to the Section E2: Control Theory and Mechanics)
IIHMSP: Intelligent Information Hiding and Multimedia Signal Processing
edited by and
submission deadline 31 Dec 2025 | Viewed by 565 | Submission Open
Keywords: information hiding and security; multimedia signal processing and networking; bioinspired multimedia technologies and systems; information and computer technology
(This special issue belongs to the Section E: Applied Mathematics)
Advances in Computational Structural Dynamics
edited by
submission deadline 31 Dec 2025 | Viewed by 556 | Submission Open
Keywords: computational structural dynamics; mathematical modelling; finite element modelling; dynamic behaviour; dynamic structural analysis; complex structural systems; structural health monitoring; vibration control; structural mechanics; multiphysics problems; multiscale modeling; smart materials and structures
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Nonlinear Wave Dynamics: Theory and Application
edited by Zhen Wang, and Xiangyu Yang
submission deadline 31 Dec 2025 | 1 articles | Viewed by 545 | Submission Open
Keywords: integrable system; nonlinear wave; soliton; rogue wave; Riemann– Hilbert problem; inverse scattering method; Darboux transformation; Hirota bilinear method; ocean wave; fluid mechanics
(This special issue belongs to the Section C2: Dynamical Systems)
Theory and Multidisciplinary Applications of Computational Intelligence
edited by
submission deadline 31 Dec 2025 | 1 articles | Viewed by 487 | Submission Open
Keywords: artificial intelligence; computational intelligence; neural networks; fuzzy systems; evolutionary computation; mathematical foundations
(This special issue belongs to the Section E: Applied Mathematics)
Numerical Analysis of Stochastic Differential Equations and Their Applications
edited by
submission deadline 31 Dec 2025 | Viewed by 442 | Submission Open
Keywords: trends and challenges related to stochastic differential equations; optimal control problems governed by stochastic differential equations; numerical treatment of stochastic differential equations; multilevel Monte Carlo methods; simulation of stochastic differential equations and parameter estimators; stochastic differential equations driven by Lé vy processes; malliavin calculus; modeling and applications in supervised and unsupervised machine learning; linking artificial intelligence with stochastic differential equations
(This special issue belongs to the Section D1: Probability and Statistics)
Advances in Mathematical Modeling of Biological Systems: Deterministic, Stochastic, and Complex Dynamics
edited by , and Hsiu-Chuan Wei
submission deadline 31 Dec 2025 | Viewed by 402 | Submission Open
Keywords: population dynamics; epidemiology; mathematical oncology; tumor– immune interactions; biological regulation; dynamical stability and bifurcations; ecological heterogeneity; data-driven validation; reaction– diffusion models; spatial ecology; resource competition
(This special issue belongs to the Section E3: Mathematical Biology)
Applied Operations Research and Optimization Problems in Network Science
edited by
submission deadline 31 Dec 2025 | Viewed by 294 | Submission Open
Keywords: operations research; network sciences; optimization techniques for analyzing and improving complex networked systems; theoretical advancements; algorithmic developments; real-world applications across various domains; transportation; telecommunications; supply chains; social networks; graph-based optimization; network flow models; facility location problems; scheduling in networks; mathematical programming; heuristics; meta-heuristics and math-heuristic algorithms; signal processing techniques in sensor network telecommunication; localization with sensor networks; optimization algorithmic approaches
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Computational Methods for Computer Vision and Medical Image Analysis submission deadline 31 Dec 2025 | Viewed by 288 | Submission Open
Keywords: computer vision; medical image analysis; image segmentation; inverse problems in imaging; deep learning
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Automatic Control and Soft Computing in Engineering, 2nd Edition submission deadline 31 Dec 2025 | Viewed by 215 | Submission Open
Keywords: optimal control and supervision; metaheuristic control; advanced techniques in automatic control; computational methods in engineering; parallel computing; evolutionary computing
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Making AI Materially Better: Mathematics for Contemporary AI Needs
edited by Mehmet M. Dalkilic
submission deadline 31 Dec 2025 | Viewed by 214 | Submission Open
Keywords: supervised learning; unsupervised; reinforcement; deep; representation; generative; reactive; hybrid; scalable and distributed; big data; emergent behavior
Distributed Systems: Algorithms, Methods, and Applications
edited by Pier Luca Montessoro and
submission deadline 31 Dec 2025 | Viewed by 182 | Submission Open
Keywords: applied cryptography; cloud computing; computer networks; distributed algorithms; distributed control systems; distributed systems; distributed system security; information security; Internet of Things (IoT); networking algorithms; optimization techniques; performance evaluation; privacy-enhancing technologies; privacy-preserving data sharing and exchange
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advanced Algorithm for Clustering: Optimization and Applications
edited by and
submission deadline 31 Dec 2025 | Viewed by 168 | Submission Open
Keywords: clustering; optimization; machine learning; data mining
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematical Aspects of Trading and Valuating Financial Assets
edited by and
submission deadline 1 Jan 2026 | 6 articles | Viewed by 55200 | Submission Open
Keywords: trading systems; high frequency; stocks valuation; cryptocurrencies; complex systems; simulations
(This special issue belongs to the Section E5: Financial Mathematics)
Mathematical Modeling and Simulation in Mechanics and Dynamic Systems, 3rd Edition submission deadline 1 Jan 2026 | 8 articles | Viewed by 13639 | Submission Open
Keywords: dynamic systems; modelling of nonlinearities; algorithm; computer simulation; finite elements method
(This special issue belongs to the Section C2: Dynamical Systems)
Advanced Studies in Mathematical Optimization and Machine Learning
edited by
submission deadline 1 Jan 2026 | 1 articles | Viewed by 1962 | Submission Open
Keywords: mathematical optimization; machine learning algorithms; stability analysis; non-convex and stochastic optimization; adaptive optimization methods
(This special issue belongs to the Section E: Applied Mathematics)
Multi-Criteria Decision Making Under Uncertainty
edited by and
submission deadline 10 Jan 2026 | 4 articles | Viewed by 7055 | Submission Open
Keywords: large-scale group decision making; consensus reaching process; multi-criteria sorting; emergency decision making; emergency early warning; risk analysis
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Inverse Problems and Numerical Computation in Mathematical Physics
edited by Youjun Deng
submission deadline 10 Jan 2026 | 4 articles | Viewed by 4885 | Submission Open
Keywords: inverse problems; numerical computation; uniqueness and stability; iterative methods; optimization; regularization; deep learning
(This special issue belongs to the Section E4: Mathematical Physics)
Robust Optimization in Federated Learning for Industrial IoT: Mathematical Foundations
edited by and
submission deadline 10 Jan 2026 | Viewed by 1767 | Submission Open
Keywords: robust optimization; Federated Learning (FL); Industrial Internet of Things (IIoT); mathematical foundations; communication-efficient optimization; privacy-preserving techniques; cybersecurity; IIoT edge devices; data privacy
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematics Methods in Quantum Physics and Its Applications
edited by
submission deadline 10 Jan 2026 | 1 articles | Viewed by 1161 | Submission Open
Keywords: mathematical methods in quantum physics; quantum information theory; quantum computing; quantum control; quantum estimation and metrology; open quantum systems; quantum thermodynamics; quantum field theory; many-body systems; variational quantum algorithms; quantum machine learning; operator theory; functional analysis; group theory; topological methods; numerical methods
(This special issue belongs to the Section E4: Mathematical Physics)
Machine Learning and Optimization for Clustering Algorithms
edited by
submission deadline 10 Jan 2026 | 1 articles | Viewed by 925 | Submission Open
Keywords: machine learning; clustering; optimization
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Contemporary Bayesian Analysis: Methods and Applications
edited by Nuttanan Wichitaksorn and Mengheng Li
submission deadline 10 Jan 2026 | 1 articles | Viewed by 789 | Submission Open
Keywords: Bayesian analysis; econometrics and statistics; time series analysis and forecasting; Bayesian applications; Bayesian machine learning
(This special issue belongs to the Section D1: Probability and Statistics)
Advances in Computational Structural Engineering and Computational Mathematics
edited by and
submission deadline 10 Jan 2026 | Viewed by 616 | Submission Open
Keywords: computational structural analysis; numerical methods in engineering; algorithmic design; structural optimization; computational fluid dynamics (CFD); data-driven modelling in engineering; machine learning applications in structural engineering; finite element analysis (FEA); high-performance computational engineering; mathematical modelling in civil engineering; stochastic models for structural engineering; nonlinear dynamics in structural systems; computational geomechanics; high-performance computing for simulations; structural dynamics; structural health monitoring
(This special issue belongs to the Section E: Applied Mathematics)
Mathematical Models in Computer Vision
edited by Chun Pong Lau
submission deadline 10 Jan 2026 | Viewed by 357 | Submission Open
Keywords: computer vision; image processing; deep learning; mathematical modeling; artificial intelligence (AI); optimization; computational mathematics
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advanced Statistical Methods Novel Design and Analysis of Clinical Trials
edited by Shein-Chung Chow
submission deadline 10 Jan 2026 | Viewed by 228 | Submission Open
Keywords: adaptive design; real-world data/evidence (RWD/RWE); biomarker development; rare disease drug development; AI; machine learning; model-informed drug development (MIDD); biosimilar product development; benefit– risk assessment
(This special issue belongs to the Section D1: Probability and Statistics)
Advancements in Stochastic Processes and Random Matrices submission deadline 10 Jan 2026 | Viewed by 186 | Submission Open
Keywords: statistical mechanics on random planar graphs; disorder in classic and quantum systems; stochastic and active random media; data science and machine learning; information theory; number theory; non-equilibrium physics; complex chemistry; biology models; economic sciences; social sciences
(This special issue belongs to the Section E4: Mathematical Physics)
Statistics, Data Analytics, and Machine Learning in Manufacturing
edited by
submission deadline 10 Jan 2026 | Viewed by 146 | Submission Open
Keywords: process monitoring/prognosis; anomaly/defect detection; uncertainty quantification; system/process optimization; reliability analysis; statistics; machine learning/deep learning; data fusion; measurements; quality assurance; uncertainty propagation; digital twin; geometry compensation
(This special issue belongs to the Section D1: Probability and Statistics)
Applications of Artificial Intelligence Algorithms for Intelligent Transportation Systems
edited by
submission deadline 11 Jan 2026 | Viewed by 167 | Submission Open
Keywords: multimodal perception; sensor fusion; autonomous driving; reliability modeling; Kalman filtering; deep feature alignment; robustness in extreme driving conditions; safety measures; XAI
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Modeling, Optimization and Control of Industrial Processes
edited by
submission deadline 15 Jan 2026 | 7 articles | Viewed by 18129 | Submission Open
Keywords: process control; biotechnology; mathematical modeling and identification; numerical analysis and simulation; data-driven modeling and control; fuzzy systems and control; machine learning; digital twins; process industry
(This special issue belongs to the Section C2: Dynamical Systems)
Mathematical Modeling and Simulation of Oscillatory Phenomena, 2nd Edition submission deadline 15 Jan 2026 | 8 articles | Viewed by 8096 | Submission Open
Keywords: mathematical model; oscillation; dynamical system; delay
(This special issue belongs to the Section C2: Dynamical Systems)
New Aspects of Differentiable and Not Differentiable Function Theory submission deadline 15 Jan 2026 | 4 articles | Viewed by 4672 | Submission Open
Keywords: optimization; convexity; inequalities; extension of linear operators; approximation; moment problems; Banach lattices; self-adjoint operators; integral equations; ordinary differential equations; partial differential equations; dynamical systems     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 ChinesePRO Never translate English Never translate admin.mdpi.com
(This special issue belongs to the Section E: Applied Mathematics)
Mathematical Modeling and Optimization in Signal Processing
edited by Wenbo Zhang, Jianping Li and
submission deadline 15 Jan 2026 | 1 articles | Viewed by 4231 | Submission Open
Keywords: mathematical model; optimization; signal processing; optical fiber communications
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Mathematical Applications in Digitalization, Electrification, and Sustainable Development
edited by
submission deadline 15 Jan 2026 | 1 articles | Viewed by 1725 | Submission Open
Keywords: mathematical models; optimization; numerical methods; digitalization; cybersecurity; electrification; human-centered computing; machine learning; artificial intelligence; energy efficiency; automation; smart grids; data processing
(This special issue belongs to the Section E: Applied Mathematics)
Nonlinear Functional Analysis: Theory, Methods, and Applications
edited by Shiqing Zhang
submission deadline 16 Jan 2026 | 4 articles | Viewed by 5588 | Submission Open
Keywords: N-body problems; Ky Fan inequality; convex analysis; non-smooth analysis; variational methods
(This special issue belongs to the Section E: Applied Mathematics)
Applications of Partial Differential Equations, 2nd Edition submission deadline 17 Jan 2026 | 8 articles | Viewed by 10853 | Submission Open
Keywords: nonlinear partial differential equations; diffusion equations; wave-type equations; partial differential equations with delay; partial functional differential equations; fractional partial differential equations; numerical solution; analytical solution; modeling
(This special issue belongs to the Section C1: Difference and Differential Equations)
Statistics and Data Science
edited by and Andrews T. Anum
submission deadline 20 Jan 2026 | 7 articles | Viewed by 12183 | Submission Open
Keywords: data science; big data analytics; advanced data analytics; computational statistics; robust inference; Bayesian inference; statistical learning; machine learning; deep learning; explainable AI; trustworthy AI; text mining; image mining; multimodal learning; supervised learning; unsupervised learning; reinforcement learning; transfer learning
(This special issue belongs to the Section D1: Probability and Statistics)
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