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 Numerical Modelling and Simulation Techniques in Computational Mechanics
edited by Yousef Ghaffari Motlagh
submission deadline 31 Dec 2025 | 1 articles | Viewed by 630 | 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)
Theory and Application of Neural Networks and Complex Networks, 2nd Edition submission deadline 31 Dec 2025 | 1 articles | Viewed by 572 | 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)
Mathematical and Computational Models of Cognition, 2nd Edition
edited by
submission deadline 31 Dec 2025 | 1 articles | Viewed by 555 | 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)
Uncertainty Quantification Techniques in Statistics, Machine Learning and FinTech: 2nd Edition
edited by
submission deadline 31 Dec 2025 | 1 articles | Viewed by 539 | Submission Open
Keywords: artificial intelligence; bayesian statistics; bioinformatics; biostatics; blockchain; big data; change-point detection; computer model; cryptocurrencies; cyber security; data analytics; data mining; deep learning; electronic data interchange (EDI); e-Learning; expert systems; financial time series; functional data analysis; fuzzy logic; internet security; internet of things; machine learning; mobile applications; mobile learning; neural networks; quality control; security; sentiment analysis; spatial statistics; support vector machines; web services and performance
(This special issue belongs to the Section D1: Probability and Statistics)
Recent Advances in Numerical Integration of Differential Equations
edited by
submission deadline 31 Dec 2025 | 1 articles | Viewed by 524 | 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)
Algebra, Ring Theory, and Homological Algebra with Analysis and Applications submission deadline 31 Dec 2025 | 1 articles | Viewed by 508 | 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)
Advances in Finite Element Methods and Boundary Value Problems
edited by
submission deadline 31 Dec 2025 | Viewed by 507 | 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)
New Advances in Control Theory and Its Applications
edited by Cong Wang
submission deadline 31 Dec 2025 | 1 articles | Viewed by 467 | Submission Open
Keywords: intelligent control; control algorithm; dynamic system; optimal control
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Numerical Optimization in Integrated Multi-Dimensional Transportation Systems
edited by and Ni Li
submission deadline 31 Dec 2025 | 1 articles | Viewed by 457 | Submission Open
Keywords: integrated multi-dimensional transportation; traffic flow modeling and control; energy and emission optimization in transportation; unmanned aerial vehicles (UAVs); connected automated vehicles (CAVs); unmanned ground vehicles (UGVs); air– ground cooperative systems; UAV and UGV collaborative transport; cooperative optimization and control; intelligent flight control and optimization; navigation and guidance technologies; vehicle perception and decision making; swarm intelligent control; multi-modal transportation planning; behavioral science in transportation systems; travel behavior analysis; integrated transportation networks; low-altitude economy and advanced/urban air mobility; multi-source big data fusion and analysis in transportation
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Advances in Computational Structural Dynamics
edited by
submission deadline 31 Dec 2025 | Viewed by 455 | 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)
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 450 | 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)
Probability Distributions and Their Applications
edited by , Wei Ning and Cong Wang
submission deadline 31 Dec 2025 | Viewed by 378 | 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)
IIHMSP: Intelligent Information Hiding and Multimedia Signal Processing
edited by and
submission deadline 31 Dec 2025 | Viewed by 354 | 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)
Stability and Stabilization of Partial Differential Equations
edited by and Guchuan Zhu
submission deadline 31 Dec 2025 | 1 articles | Viewed by 255 | 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)
Numerical Analysis of Stochastic Differential Equations and Their Applications
edited by
submission deadline 31 Dec 2025 | Viewed by 251 | 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)
Applied Operations Research and Optimization Problems in Network Science
edited by
submission deadline 31 Dec 2025 | Viewed by 188 | 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)
Physics-Informed Machine Learning: Methodologies and Applications
edited by Kuangdai Leng and Lu Lu
submission deadline 31 Dec 2025 | Viewed by 169 | Submission Open
Keywords: physics-informed machine learning; neural networks; partial differential equations; scientific computing; operator learning; physics-based modeling; inverse problems; computational science; uncertainty quantification; data-driven simulations
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Computational Methods for Computer Vision and Medical Image Analysis submission deadline 31 Dec 2025 | Viewed by 161 | 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 145 | 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)
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 139 | 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)
Emerging Applications of Artificial Intelligence Algorithms in Computer and Network Security
edited by
submission deadline 31 Dec 2025 | Viewed by 139 | 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)
Nonlinear Wave Dynamics: Theory and Application
edited by Zhen Wang, and Xiangyu Yang
submission deadline 31 Dec 2025 | Viewed by 133 | 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)
Computational Intelligence, Computer Vision and Pattern Recognition
edited by
submission deadline 31 Dec 2025 | Viewed by 133 | 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)
Numerical Methods in Mathematical Biology
edited by
submission deadline 31 Dec 2025 | Viewed by 127 | Submission Open
Keywords: numerical methods; mathematical biology; partial differential equations
(This special issue belongs to the Section E3: Mathematical Biology)
Nonlinear Dynamics and Control Theory
edited by Juan L. Mata-Machuca
submission deadline 31 Dec 2025 | Viewed by 116 | Submission Open
Keywords: analysis of nonlinear dynamics; modeling of nonlinear systems; nonlinear observers; nonlinear controllers; estimation; stabilization; parameter identification; chaotic systems; fractional-order systems; applications of control theory
(This special issue belongs to the Section C2: Dynamical Systems)
Numerical Methods in Fluid Dynamics submission deadline 31 Dec 2025 | Viewed by 111 | Submission Open
Keywords: numerical methods; fluid dynamics; high-performance computing; machine learning; deep learning; artificial neural networks; design optimization
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Parametric and Nonparametric Statistics: From Theory to Applications, 2nd Edition submission deadline 31 Dec 2025 | Viewed by 109 | 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)
Advanced Algorithm for Clustering: Optimization and Applications
edited by and
submission deadline 31 Dec 2025 | Viewed by 107 | Submission Open
Keywords: clustering; optimization; machine learning; data mining
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Theory and Multidisciplinary Applications of Computational Intelligence
edited by
submission deadline 31 Dec 2025 | Viewed by 107 | 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)
Distributed Systems: Algorithms, Methods, and Applications
edited by Pier Luca Montessoro and
submission deadline 31 Dec 2025 | Viewed by 91 | 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)
Making AI Materially Better: Mathematics for Contemporary AI Needs
edited by Mehmet M. Dalkilic
submission deadline 31 Dec 2025 | Viewed by 87 | Submission Open
Keywords: supervised learning; unsupervised; reinforcement; deep; representation; generative; reactive; hybrid; scalable and distributed; big data; emergent behavior
Mathematical Aspects of Trading and Valuating Financial Assets
edited by and
submission deadline 1 Jan 2026 | 6 articles | Viewed by 47967 | 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 | 6 articles | Viewed by 9904 | 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 1146 | 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 3350 | 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 3336 | 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 1663 | 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)
Machine Learning and Optimization for Clustering Algorithms
edited by
submission deadline 10 Jan 2026 | 1 articles | Viewed by 396 | 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 | Viewed by 389 | 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 173 | 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 157 | 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)
Mathematics Methods in Quantum Physics and Its Applications
edited by
submission deadline 10 Jan 2026 | Viewed by 131 | 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)
Advanced Statistical Methods Novel Design and Analysis of Clinical Trials
edited by Shein-Chung Chow
submission deadline 10 Jan 2026 | Viewed by 94 | 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 86 | 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 60 | 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 79 | 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 15688 | 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 Optimization in Signal Processing
edited by Wenbo Zhang, Jianping Li and
submission deadline 15 Jan 2026 | 1 articles | Viewed by 3645 | Submission Open
Keywords: mathematical model; optimization; signal processing; optical fiber communications
(This special issue belongs to the Section E2: Control Theory and Mechanics)
New Aspects of Differentiable and Not Differentiable Function Theory submission deadline 15 Jan 2026 | 4 articles | Viewed by 3343 | 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 Applications in Digitalization, Electrification, and Sustainable Development
edited by
submission deadline 15 Jan 2026 | 1 articles | Viewed by 559 | 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)
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