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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Advances in Numerical Modeling Based on Graph Theory
edited by Sara Grundel
submission deadline 31 Oct 2025 | Viewed by 373 | Submission Open
Keywords: numerical modeling; graph theory; numerical methods; simulation; optimization
(This special issue belongs to the Section E: Applied Mathematics)
Nonlinear Dynamical Systems Interacting in Complex Networks
edited by Enrico Borriello
submission deadline 31 Oct 2025 | 1 articles | Viewed by 355 | Submission Open
Keywords: complex systems; network science; topology; scale-free networks; dynamical processes; gene regulatory networks; information processing; data science
(This special issue belongs to the Section E: Applied Mathematics)
New Advances in Statistical Machine Learning
edited by Haiyan Wang and
submission deadline 31 Oct 2025 | Viewed by 262 | Submission Open
Keywords: machine learning; data mining; advances in clustering; classification; regression; and/or applications in various domains; image or text data analysis; recommendation system; ensemble methods and applications; machine learning applications; deep learning applications; signal processing and analysis; computational complexity; techniques for big data and applications; visualization; convergence analysis; robust methods for prediction or classification of image; text; or other complex data
(This special issue belongs to the Section D1: Probability and Statistics)
Mathematical Modeling and Numerical Optimization with Its Applications submission deadline 31 Oct 2025 | Viewed by 244 | Submission Open
Keywords: mathematical modeling; numerical optimization; artificial neural network; operations research; genetic algorithm; linear and nonlinear programming; integer programming; complementary problem; complex networks; experimental data; mathematical epidemiology; optimal control; biological control
(This special issue belongs to the Section E: Applied Mathematics)
Mathematical Methods of Astrophysics and Space Science
edited by Edward A. Belbruno and James Lauer Green
submission deadline 31 Oct 2025 | Viewed by 232 | Submission Open
Keywords: dynamical systems; planetary science; space science; astrophysics; comets; rogue planets; dark matter; solar system; weak capture dynamics; planet X; magnetohydrodynamics; chaos theory; permanent capture; Kuiper belt; galaxy; N-body problem; star formation and dynamics; topological methods
(This special issue belongs to the Section C2: Dynamical Systems)
Real Algebraic Geometry and Applications in Robotics and Computer Vision
edited by Alvaro Anton-Sancho
submission deadline 31 Oct 2025 | Viewed by 212 | Submission Open
Keywords: real algebraic geometry; semi-algebraic sets; computational algebraic geometry; robot kinematics; motion planning; configuration spaces; multi-view geometry; three-dimensional reconstruction; visual servoing; grasping and manipulation; singularity analysis; computer vision algorithms; structure from motion; SLAM (simultaneous localization and mapping); pose estimation; polynomial optimization; algebraic vision; geometric deep learning; geometric verification; topological data analysis; robot workspace analysis; camera calibration
(This special issue belongs to the Section A: Algebra and Logic)
Differential Equations Applied in Fluid Dynamics
edited by
submission deadline 31 Oct 2025 | Viewed by 190 | Submission Open
Keywords: fluid dynamics; symmetry transformations; differential equations
(This special issue belongs to the Section C1: Difference and Differential Equations)
Improvement of Large Language Model with Applied Mathematics
edited by
submission deadline 31 Oct 2025 | Viewed by 180 | Submission Open
Keywords: LLM; mathematical analysis; response instability; knowledge hallucination
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Applications of Artificial Intelligence and Medical Imaging
edited by
submission deadline 31 Oct 2025 | Viewed by 172 | Submission Open
Keywords: large foundation model for medical image analysis; deep neural networks in medical imaging; ultrasound image processing; global trends in the use of AI in medical imaging; ultrasonic medical disease diagnosis and treatment; multimodal radiomics with AI technique
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Hybrid Data Processing by Combining Machine Learning, Expert, Safety and Security, 2nd Edition
edited by , , Zhihai Wang and
submission deadline 31 Oct 2025 | Viewed by 166 | Submission Open
Keywords: machine learning; data intelligence; data safety; data security; expert system
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Edge Computing: Optimization and Applications
edited by Fasheng Zhou and Jing Qiu
submission deadline 31 Oct 2025 | Viewed by 156 | Submission Open
Keywords: edge computing; optimization techniques; artificial  intelligence; computational efficiency; resource management; latency reduction; Internet of Things (IoT); smart cities; industrial automation; autonomous systems
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Innovations and Applications of Machine Learning Techniques
edited by and Héctor Allende-Cid
submission deadline 31 Oct 2025 | Viewed by 154 | Submission Open
Keywords: machine learning; deep learning; large language models; big data; pattern recognition; generative artificial intelligence
(This special issue belongs to the Section E: Applied Mathematics)
Advanced Applications of Partial Differential Equations in Mathematical Biology
edited by Li Cai and
submission deadline 31 Oct 2025 | Viewed by 153 | Submission Open
Keywords: mathematical biology; stability analysis; theoretical solution; numerical methods; artificial intelligence
(This special issue belongs to the Section C1: Difference and Differential Equations)
Decision Analysis and Optimization in the Operations Research and Management Science
edited by
submission deadline 31 Oct 2025 | Viewed by 145 | Submission Open
Keywords: multi-criteria decision-making (MCDM); decision analysis; optimization methods; group decision-making; uncertainty in decision-making; fuzzy sets and fuzzy logic; heuristic methods
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Applications of Multichannel Signal Processing and Multichannel Machine Learning
edited by Yue Ivan Wu and Fan Pan
submission deadline 31 Oct 2025 | Viewed by 139 | Submission Open
Keywords: multichannel modeling; multi-dimensional processing; parameter estimation; detection; beamforming; imaging; direction finding; localization; tracking; sensor arrays; sensor networks
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Nonlinear Dynamics of Revolute Joint for Piston Slider Crank Linkage Mechanism with Clearance: Experiment and Numerical Simulation
edited by
submission deadline 31 Oct 2025 | Viewed by 104 | Submission Open
Keywords: Lyapunov exponent; planar mechanism; revolute joints; SolidWorks simulation; Poincare’ map; phase space reconstruction; slider– crank mechanism; impact and friction; chaos analysis; journal bearing
(This special issue belongs to the Section C2: Dynamical Systems)
Advances in Multivariate Statistical Models: Approaches and Applications for Continuous Data
edited by Filidor Edilfonso Vilca-Labra and Camila Zeller
submission deadline 31 Oct 2025 | Viewed by 98 | Submission Open
Keywords: estimation; asymptotic properties; goodness of fit; multivariate data analysis; kurtosis; maximum likelihood; regression model; diagnostic analysis
(This special issue belongs to the Section D1: Probability and Statistics)
Computational Mechanics and Applied Mathematics, 2nd Edition
edited by
submission deadline 31 Oct 2025 | Viewed by 98 | Submission Open
Keywords: computational mechanics; structural analysis; numerical procedures and mathematical methods
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Applied Computing and Artificial Intelligence, 2nd Edition submission deadline 10 Nov 2025 | 2 articles | Viewed by 5539 | Submission Open
Keywords: applied computing; applied mathematics; neural networks; deep learning; parameter identification; dynamics; system optimization; machine learning; control engineering; intelligent maintenance; computational methods; fault diagnosis; signal processing; rotor dynamics; prognosis; remaining useful life prediction; data mining; fractional differential equation; complex network system; stochastic dynamics; structural health monitoring; non-linear dynamics and control; spacecraft dynamics
(This special issue belongs to the Section E: Applied Mathematics)
Applications of Mathematics in Neural Networks and Machine Learning
edited by and Edward Yapp
submission deadline 10 Nov 2025 | 4 articles | Viewed by 4760 | Submission Open
Keywords: neural networks; learning theory; machine learning; information theory
(This special issue belongs to the Section E: Applied Mathematics)
New Advances in Mathematical Applications for Reliability Analysis
edited by and
submission deadline 10 Nov 2025 | 1 articles | Viewed by 789 | Submission Open
Keywords: reliability analysis; probabilistic modeling; statistical inference; markov models; stochastic models and methods; machine learning in reliability; optimization techniques; system failure prediction; risk assessment; fault detection and diagnostics; survival analysis; bayesian methods; structural reliability; reliability modeling; failure data analysis; maintenance modeling
(This special issue belongs to the Section D1: Probability and Statistics)
Modeling, Control, and Optimization for Transportation Systems submission deadline 10 Nov 2025 | 2 articles | Viewed by 763 | Submission Open
Keywords: traffic flow modeling; vehicle dynamics modeling; car-following models; multi-modal transportation modeling; route choice behavior; microsimulation; simulation-based optimization; demand forecasting; adaptive traffic control systems; autonomous vehicle control; cooperative control systems; vehicle-to-infrastructure (V2I) communication; control theory in transportation; optimal routing; energy-efficient routing; parking management optimization; traffic assignment problem
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Evolutionary Machine Learning for Real-World Applications
edited by Azam Asilian Bidgoli
submission deadline 10 Nov 2025 | 1 articles | Viewed by 555 | Submission Open
Keywords: evolutionary computation; machine learning; evolutionary machine learning; swarm intelligence optimization; multi-objective optimization; neuroevolution; deep learning optimization; evolutionary architecture search                  
(This special issue belongs to the Section E: Applied Mathematics)
Methods and Applications of Machine Learning and Big Data Analytics
edited by Verena Kantere and Juanying Xie
submission deadline 10 Nov 2025 | Viewed by 430 | Submission Open
Keywords: machine learning; big data analytics; graph neural networks
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Applications of Machine Learning/Deep Learning Models and Algorithms in Biology and Medicine
edited by and Jin Liu
submission deadline 10 Nov 2025 | Viewed by 416 | Submission Open
Keywords: mathematical optimization and control theories; machine learning/deep learning models; graph-based and network models; medical data analysis; biological networks; clinical diagnosis; computational biology; disease mechanisms
(This special issue belongs to the Section E3: Mathematical Biology)
Decision Making and Optimization Under Uncertainty
edited by
submission deadline 10 Nov 2025 | 1 articles | Viewed by 406 | Submission Open
Keywords: decision-making; operations research; stochastic optimization; machine learning; portfolio optimization; risk analysis; data analysis; uncertainty
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Advances in Fluid Dynamics and Wave Interaction Phenomena submission deadline 10 Nov 2025 | Viewed by 191 | Submission Open
Keywords: marine engineering; ocean engineering; offshore engineering; coastal engineering; wave-structure interactions; nonlinear wave loads; nonlinear wave propagation; innovative analysis technology for fluid dynamics/wave interactions; development of numerical tools for marine/ocean/coastal engineering; AI/ML applications in marine/ocean/coastal engineering
(This special issue belongs to the Section E4: Mathematical Physics)
Trends in Computational Approaches for Database and Big Data Security
edited by Juggapong Natwichai
submission deadline 10 Nov 2025 | Viewed by 129 | Submission Open
Keywords: data privacy; data security; database systems; big data; compliance
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advanced Reinforcement Learning in Internet of Things Networks submission deadline 10 Nov 2025 | Viewed by 123 | Submission Open
Keywords: reinforcement learning (RL); machine learning (ML); internet of things (IoT); resilient machine learning; physical layer; non-terrestrial network; optimization; 5G and 6G; vehicular network
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematical Models and Deep Learning Algorithm for Encryption Computation
edited by
submission deadline 10 Nov 2025 | Viewed by 118 | Submission Open
Keywords: mathematical approaches; deep learning models; encryption technology; privacy-preserving computation
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Alternate Mathematical Approaches to Estimating Portfolio Efficiency: Incorporating a Multi-Asset Framework submission deadline 15 Nov 2025 | 4 articles | Viewed by 21403 | Submission Open
(This special issue belongs to the Section E5: Financial Mathematics)
Applied Probability and Statistical Inference in Reliability Engineering submission deadline 15 Nov 2025 | 8 articles | Viewed by 10829 | Submission Open
Keywords: reliability modelling; nonparametric statistics; probabilistic methods; statistical models and methods; reliability and risk analysis; stochastic models and methods; probabilistic models in reliability; nonparametric methods in reliability; software reliability; Markov and semi-Markov processes in reliability; stochastic problems in reliability; multi-state systems; maintenance policies in reliability; order statistics in reliability
(This special issue belongs to the Section D1: Probability and Statistics)
Advances in Multiple-Criteria Decision Making: New Trends and Applications
edited by and Marko Mihić
submission deadline 15 Nov 2025 | 2 articles | Viewed by 1485 | Submission Open
Keywords: advances in traditional MCDM methods; hybrid MCDM methods and models; developing new MCDM methods; introducing innovative extensions to the MCDM methods; applications of MCDM in industry and business; MCDM for policy and governance; MCDM in risk assessment and crisis management; sustainability and green MCDM applications; MCDM in emerging technologies
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Numerical and Computational Methods in Structural Engineering and Mechanics, 2nd Edition submission deadline 15 Nov 2025 | Viewed by 165 | Submission Open
Keywords: structural engineering; mechanical problems; fluid– structure interactions; soil– structure interactions; nonlinear vibration coupled problems structural reliability mathematical modeling multi-scale approaches; large-scale computation; multi-physical simulation; numerical schemes; optimization; control methods; ordinary differential equations; partial differential equations
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Advances in Queueing Theory and Applications
edited by
submission deadline 20 Nov 2025 | 7 articles | Viewed by 6394 | Submission Open
Keywords: queueing theory; stochastic modeling; applied probability
(This special issue belongs to the Section D1: Probability and Statistics)
Advanced Modeling and Design of Vibration and Wave Systems
edited by and
submission deadline 20 Nov 2025 | 3 articles | Viewed by 2828 | Submission Open
Keywords: nonlinear dynamics; multi-scale interactions; multi-physics systems; metastructures; phononic crystals; data-driven modeling; advanced analytical modeling; advanced numerical modeling; design optimization; physics-informed AI; AI-driven inverse design
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Mathematical Modeling and Algorithmic Techniques for Engineering
edited by Ergude Bao
submission deadline 20 Nov 2025 | 1 articles | Viewed by 2014 | Submission Open
Keywords: engineering artificial intelligence; engineering algorithms; intelligent transportation systems; intelligent medical systems; intelligent signal processing
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Advances and Applications in Computational Fluid Dynamics submission deadline 20 Nov 2025 | 3 articles | Viewed by 1304 | Submission Open
Keywords: applied; computational; and mathematical physics; combustion and decomposition theories; computational thermal engineering; heat and mass transfer; magnetohydrodynamics (MHD); mechanics of fluids; environmental pollution
(This special issue belongs to the Section E: Applied Mathematics)
Advanced Control of Complex Dynamical Systems and Robotics with Applications, 2nd Edition
edited by Gang Wang, Qingdu Li and Hua Chen
submission deadline 20 Nov 2025 | 2 articles | Viewed by 1264 | Submission Open
Keywords: modelling and control of robotics; machine learning algorithms; complex systems and stability analysis; distributed control of multiagent system
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Recent Developments in Statistical Signal Processing and Its Applications
edited by
submission deadline 20 Nov 2025 | 1 articles | Viewed by 1100 | Submission Open
Keywords: advanced signal processing theories; multi-sensor information fusion; distributed state estimation; robust state estimation; adaptive state estimation; cyber attack detection and estimation; advanced signal processing applications; integrated navigation; cooperative navigation; simultaneous localization and mapping (SLAM); all-source navigation; unmanned system navigation
(This special issue belongs to the Section E: Applied Mathematics)
Fractional Calculus Across Physical Scales: From Classical to Quantum Theories in Low- and High-Dimensional Systems
edited by , Cresus F.L. Godinho and Thiago R. Araujo
submission deadline 20 Nov 2025 | 1 articles | Viewed by 793 | Submission Open
Keywords: fractional calculus; fractal calculus; classical and quantum non-local field theory; fractional quantum mechanics; dimensional regularization; anomalous transport; viscoelastic continua; fractional renormalization; fractional quantum field theory; fractional gravity; Hamiltonian systems; memory kernels; high-dimensional PDEs; symmetries in fractional systems
(This special issue belongs to the Section E4: Mathematical Physics)
Recent Advances in Graph Theory, Applications and Related Topics submission deadline 20 Nov 2025 | 1 articles | Viewed by 773 | Submission Open
Keywords: connectivity; cages; extremal problems; mutual visibility; coalition; domination; Roman domination
(This special issue belongs to the Section E: Applied Mathematics)
Modeling, Control and Optimization of Biological Systems
edited by
submission deadline 20 Nov 2025 | 1 articles | Viewed by 584 | Submission Open
Keywords: ecological modeling; mutiscale immuno-epidemiologial models; parameter identifiaction; disease-informed neural networks; optimal control theory
(This special issue belongs to the Section E3: Mathematical Biology)
Securing the Future: Computational Innovations in IoT Network Resilience and Security
edited by Hu Yuan
submission deadline 20 Nov 2025 | 1 articles | Viewed by 520 | Submission Open
Keywords: IoT network; communication and networking; secure computing; cyber-physical systems; cyber security; privacy and security
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Innovations in Cloud Computing and Machine Learning Applications
edited by Amal Alhosban and
submission deadline 20 Nov 2025 | 1 articles | Viewed by 434 | Submission Open
Keywords: cloud computing; machine learning; scalability; data processing; resource optimization; edge computing
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Hybrid Modeling and Digital Twins in Supply Chain Management
edited by Ehsan Badakhshan and
submission deadline 20 Nov 2025 | Viewed by 332 | Submission Open
Keywords: digital twin; supply chain; hybrid modeling; simulation; optimization; machine learning
(This special issue belongs to the Section E: Applied Mathematics)
Advances in Functional Analysis and Approximation Theory
edited by Ju Myung Kim
submission deadline 20 Nov 2025 | Viewed by 179 | Submission Open
Keywords: approximation property; approximate identity; Banach space; operator ideal; tensor norm; Banach algebra; operator theory
(This special issue belongs to the Section E: Applied Mathematics)
Advanced Geostatistics and Data Analysis: Novel Mathematical Methods and Their Applications
edited by , Weisheng Hou and Shaoqun Dong
submission deadline 20 Nov 2025 | Viewed by 164 | Submission Open
Keywords: geostatistics; stochastic simulation; multiple-point statistics; spatial– temporal modeling; high-dimensional data analysis; machine learning
(This special issue belongs to the Section D1: Probability and Statistics)
Artificial Intelligence Algorithms in Magnetohydrodynamics and Computational Astrophysics
edited by Sayantan Auddy and Ramit Dey
submission deadline 20 Nov 2025 | Viewed by 114 | Submission Open
Keywords: magnetohydrodynamics (MHD); parameter inference; physics-informed neural networks (PINNs); surrogate models; generative models; neural operators; self-gravitating systems; accelerated numerical simulations; data assimilation; astrophysical modeling
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advances in Algebraic Structures: Representation Theory and Lie Groups
edited by Guy Biyogmam
submission deadline 24 Nov 2025 | 2 articles | Viewed by 1389 | Submission Open
Keywords: algebraic structures; algebraic groups; lie groups; lie algebras; representation theory; root systems; coxeter groups; characteristic classes; flag varieties; quantum groups; holonomy; variational methods
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