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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Applied Computing and Artificial Intelligence, 2nd Edition submission deadline 10 Nov 2025 | 2 articles | Viewed by 5926 | 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 5589 | Submission Open
Keywords: neural networks; learning theory; machine learning; information theory
(This special issue belongs to the Section E: Applied Mathematics)
Modeling, Control, and Optimization for Transportation Systems submission deadline 10 Nov 2025 | 2 articles | Viewed by 1491 | 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)
New Advances in Mathematical Applications for Reliability Analysis
edited by and
submission deadline 10 Nov 2025 | 1 articles | Viewed by 1223 | 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)
Advanced Reinforcement Learning in Internet of Things Networks submission deadline 10 Nov 2025 | 1 articles | Viewed by 833 | 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)
Decision Making and Optimization Under Uncertainty
edited by
submission deadline 10 Nov 2025 | 1 articles | Viewed by 821 | 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)
Methods and Applications of Machine Learning and Big Data Analytics
edited by Verena Kantere and Juanying Xie
submission deadline 10 Nov 2025 | Viewed by 509 | 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 488 | 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)
Advances in Fluid Dynamics and Wave Interaction Phenomena submission deadline 10 Nov 2025 | Viewed by 280 | 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)
Mathematical Models and Deep Learning Algorithm for Encryption Computation
edited by
submission deadline 10 Nov 2025 | Viewed by 188 | 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)
Trends in Computational Approaches for Database and Big Data Security
edited by Juggapong Natwichai
submission deadline 10 Nov 2025 | Viewed by 183 | Submission Open
Keywords: data privacy; data security; database systems; big data; compliance
(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 23791 | 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 | 9 articles | Viewed by 12567 | 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)
Numerical and Computational Methods in Structural Engineering and Mechanics, 2nd Edition submission deadline 15 Nov 2025 | Viewed by 248 | 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 | 9 articles | Viewed by 8610 | Submission Open
Keywords: queueing theory; stochastic modeling; applied probability
(This special issue belongs to the Section D1: Probability and Statistics)
Advances and Applications in Computational Fluid Dynamics submission deadline 20 Nov 2025 | 5 articles | Viewed by 4963 | 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 Modeling and Design of Vibration and Wave Systems
edited by and
submission deadline 20 Nov 2025 | 3 articles | Viewed by 4603 | 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)
Innovations in Cloud Computing and Machine Learning Applications
edited by Amal Alhosban and
submission deadline 20 Nov 2025 | 1 articles | Viewed by 2986 | 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)
Securing the Future: Computational Innovations in IoT Network Resilience and Security
edited by Hu Yuan
submission deadline 20 Nov 2025 | 2 articles | Viewed by 2338 | 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)
Mathematical Modeling and Algorithmic Techniques for Engineering
edited by Ergude Bao
submission deadline 20 Nov 2025 | 1 articles | Viewed by 2291 | 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)
Recent Developments in Statistical Signal Processing and Its Applications
edited by
submission deadline 20 Nov 2025 | 1 articles | Viewed by 1942 | 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 1257 | 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 1235 | 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 797 | 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)
Advances in Functional Analysis and Approximation Theory
edited by Ju Myung Kim
submission deadline 20 Nov 2025 | 1 articles | Viewed by 635 | 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)
Hybrid Modeling and Digital Twins in Supply Chain Management
edited by Ehsan Badakhshan and
submission deadline 20 Nov 2025 | Viewed by 449 | Submission Open
Keywords: digital twin; supply chain; hybrid modeling; simulation; optimization; machine learning
(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 222 | 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 149 | 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 1847 | 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
Research on Computational Geometry and Computer Graphics
edited by Shiqing Xin
submission deadline 25 Nov 2025 | 2 articles | Viewed by 6290 | Submission Open
Keywords: computational geometry; computer graphics; geometric algorithms; shape optimization; geometric deep learning
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Causal Discovery and Its Applications
edited by
submission deadline 25 Nov 2025 | Viewed by 235 | Submission Open
Keywords: causal discovery; causal inference; independence test; conditional independence test; causality-inspired machine learning; causality-inspired bioinformatics
(This special issue belongs to the Section D1: Probability and Statistics)
Deep Neural Networks: Theory, Algorithms and Applications
edited by , Vianey Guadalupe Cruz Sánchez and
submission deadline 30 Nov 2025 | 9 articles | Viewed by 23751 | Submission Open
Keywords: deep learning; convolutional neural networks; deep believe networks; deep reinforcement learning; generative adversarial networks; recursive neural networks; transformers
(This special issue belongs to the Section E: Applied Mathematics)
Application of Mathematical Methods to Transportation: Modeling and Analysis
edited by and Qi Cao
submission deadline 30 Nov 2025 | 12 articles | Viewed by 19891 | Submission Open
Keywords: transportation modeling and analysis; traffic flow prediction and control; vehicle routing; public transportation scheduling; multimodal transportation system simulation; passenger demand fluctuations; travel time variability; network resilience
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Advanced Applications of Mathematical Modeling and Optimization in Logistics and Manufacturing submission deadline 30 Nov 2025 | 10 articles | Viewed by 18660 | Submission Open
Keywords: mathematical programming; deep neural network; stochastic optimization; combinatorial optimization; digital supply chain twins; optimization of supply chain; heuristics and metaheuristics; robust optimization; forecasting; machine learning; optimization applications; high-performance computing; green supply chain; packing problems optimization; fuzzy systems; discrete event simulation; dynamic systems
(This special issue belongs to the Section E: Applied Mathematics)
Optimization and Simulation in Mechanical Engineering and Computer Aided Design submission deadline 30 Nov 2025 | 5 articles | Viewed by 17673 | Submission Open
Keywords: topology optimization; simulation and optimization; applied mathematics; parametric modelling; complex curves and surfaces; mechanical engineering processes; computer aided design and applications; artificial intelligence algorithms
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Theoretical and Applied Mathematics in Supply Chain Management
edited by
submission deadline 30 Nov 2025 | 9 articles | Viewed by 14786 | Submission Open
Keywords: LARG— lean; agile; resilient; and green; supply chain modelling and optimization; demand forecasting; inventory management; logistics and transportation; reverse and closed-loop supply chains; supply chain coordination
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Mathematical Techniques and New ITs for Smart Manufacturing Systems
edited by Kai Ding and
submission deadline 30 Nov 2025 | 6 articles | Viewed by 12551 | Submission Open
Keywords: smart manufacturing system; cyber-physical production system; smart production management; 3D printing and additive manufacturing; low carbon manufacturing; mathematical planning; statistical learning; industrial internet of things; cloud-edge interplay; digital twins; deep learning; blockchain
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Fuzzy Sets, Fuzzy Numbers, Fuzzy Modeling, and Their Applications in Management and Engineering, 2nd Edition submission deadline 30 Nov 2025 | 8 articles | Viewed by 12120 | Submission Open
Keywords: decision-making problem analysis; fuzzy sets theory; fuzzy MCDM; fuzzy logic
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Intelligent Optimization and Control Modeling in Power and Energy System
edited by Yuan Cao, Chunsheng Wang and Liqing Liao
submission deadline 30 Nov 2025 | 7 articles | Viewed by 10421 | Submission Open
Keywords: power and energy system; battery System; intelligent optimization; control algorithm; data-driven modeling; modeling and simulation technologies
(This special issue belongs to the Section E: Applied Mathematics)
Advances in Statistical Methods with Applications
edited by Mohamed T. Madi and Mohammad Z. Raqab
submission deadline 30 Nov 2025 | 6 articles | Viewed by 9587 | Submission Open
Keywords: big data and analysis; machine learning; mathematical modelling; stochastic modeling; Monte Carlo simulations; measures of divergence and entropy; optimization models; Bayesian analysis; biostatistical applications; entropy and information measures
(This special issue belongs to the Section D1: Probability and Statistics)
Information Security and Image Processing
edited by and Ya-Fen Chang
submission deadline 30 Nov 2025 | 7 articles | Viewed by 9385 | Submission Open
Keywords: information security; cryptography; block chain; person re-identification; face forgery detection; image processing; privacy preserving; deep fake detection; steganography; watermarking; steganalysis; IoT security; wireless security; network security; medical image processing
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Exploring Statistical Learning: Inference, Optimization, and Real-World Applications
edited by Carmela Iorio
submission deadline 30 Nov 2025 | 8 articles | Viewed by 9270 | Submission Open
Keywords: statistical learning; inference; optimization; real-world applications; data analysis; predictive modeling; machine learning; supervised learning; unsupervised learning; deep learning; computational statistics; model evaluation; decision-making; data-driven solutions
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematical Methods and Operation Research in Planning, Scheduling and Supply Chain Operations Management
edited by Daniel A. Rossit and
submission deadline 30 Nov 2025 | 5 articles | Viewed by 8345 | Submission Open
Keywords: operations research; production planning; supply chain; optimization; operations Management; decision making
(This special issue belongs to the Section E: Applied Mathematics)
Financial Econometrics and Machine Learning
edited by Chihwa Kao and
submission deadline 30 Nov 2025 | 5 articles | Viewed by 8153 | Submission Open
Keywords: machine learning; financial econometrics; asset pricing models; portfolio optimization; volatility modeling; investment decision-making; derivatives; risk management; credit analysis; financial forecasting; model validation; robustness; random matrix theory
(This special issue belongs to the Section E5: Financial Mathematics)
Computational Intelligence and Evolutionary Algorithms
edited by Mohammadhassan Tayaraninajaran
submission deadline 30 Nov 2025 | 2 articles | Viewed by 8010 | Submission Open
Keywords: machine learning; neural networks; deep learning; fuzzy systems; evolutionary algorithms; swarm intelligence; decision making
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advanced Information and Signal Processing: Models and Algorithms
edited by and
submission deadline 30 Nov 2025 | 3 articles | Viewed by 7965 | Submission Open
Keywords: information processing; signal processing; wireless communications; pattern recognition; network security; computer security; cryptography; biometrics; data mining; knowledge discovery; parallel computing; neural networks; fuzzy logic; image processing; information propagation; opinion spread; multimedia computing; ubiquitous computing; edge computing
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advanced Numerical and Computational Methods for Engineering and Applied Mathematical Problems, 2nd Edition submission deadline 30 Nov 2025 | 5 articles | Viewed by 7427 | Submission Open
Keywords: numerical methods; computational methods; machine learning; differential equations; inverse problems; engineering problems; computational mechanics; mathematical problems; coupled problems; numerical simulations; meshfree methods; finite element methods; radial basis functions methods; multiscale material modeling; machine learning methods; structural dynamics; material modelling; computational mechanics; fluid-structure interaction
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Special Functions with Applications
edited by
submission deadline 30 Nov 2025 | 5 articles | Viewed by 7236 | Submission Open
Keywords: special functions; Airy function; Bessel function; Fresnel; Hankel; Kelvin; Lambert; Mathieu; etc.; functions; hypergeometric functions; orthogonal polynomials Functions relating to the gamma function (fractional calculus functions); differential equations; integral transforms; mathematical physics computational methods; quantum mechanics; signal processing; fluid dynamics; statistical mechanics; applied mathematics; numerical techniques
Knowledge- and Learning-Driven Meta-Heuristics for Addressing Complex Optimization and Scheduling Problems
edited by Yaping Fu, , and Ponnuthurai Nagaratnam Suganthan
submission deadline 30 Nov 2025 | 5 articles | Viewed by 7036 | Submission Open
Keywords: swarm intelligence; evolutionary algorithms; multi-objective and multi-task optimization; meta-heuristic algorithms; dynamic optimization; machine learning; production scheduling; energy-efficiency scheduling; heath care center scheduling and routing optimization; traffic signal control; optimization; and scheduling; vehicle routing problems; port planning and scheduling; unmanned vehicles/unmanned surface vessels task assignment and routing planning; project; grid/cloud; and smart city/building scheduling; sustainability and green scheduling; emerging real-world combinatorial optimization
(This special issue belongs to the Section E: Applied Mathematics)
Mathematical Modelling and Optimization of Service Supply Chain, 2nd Edition
edited by
submission deadline 30 Nov 2025 | 5 articles | Viewed by 6922 | Submission Open
Keywords: supply chain; service science; mathematical modeling; optimization; complex system; game theory; mathematical and numerical analysis of networks; operations management
(This special issue belongs to the Section E2: Control Theory and Mechanics)
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