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 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 89 | 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)
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 84 | 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)
Computational Mechanics and Applied Mathematics, 2nd Edition
edited by
submission deadline 31 Oct 2025 | Viewed by 75 | 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 5354 | 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 | 3 articles | Viewed by 4160 | 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 558 | 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)
Methods and Applications of Machine Learning and Big Data Analytics
edited by Verena Kantere and Juanying Xie
submission deadline 10 Nov 2025 | Viewed by 405 | 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 380 | 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)
Evolutionary Machine Learning for Real-World Applications
edited by Azam Asilian Bidgoli
submission deadline 10 Nov 2025 | Viewed by 185 | 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)
Modeling, Control, and Optimization for Transportation Systems submission deadline 10 Nov 2025 | Viewed by 128 | 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)
Decision Making and Optimization Under Uncertainty
edited by
submission deadline 10 Nov 2025 | Viewed by 119 | 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)
Advanced Reinforcement Learning in Internet of Things Networks submission deadline 10 Nov 2025 | Viewed by 100 | 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)
Trends in Computational Approaches for Database and Big Data Security
edited by Juggapong Natwichai
submission deadline 10 Nov 2025 | Viewed by 97 | Submission Open
Keywords: data privacy; data security; database systems; big data; compliance
(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 95 | 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)
Advances in Fluid Dynamics and Wave Interaction Phenomena submission deadline 10 Nov 2025 | Viewed by 71 | 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)
Alternate Mathematical Approaches to Estimating Portfolio Efficiency: Incorporating a Multi-Asset Framework submission deadline 15 Nov 2025 | 4 articles | Viewed by 20409 | 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 10128 | 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 | 1 articles | Viewed by 643 | 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 126 | 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 | 6 articles | Viewed by 5578 | Submission Open
Keywords: queueing theory; stochastic modeling; applied probability
(This special issue belongs to the Section D1: Probability and Statistics)
Mathematical Modeling and Algorithmic Techniques for Engineering
edited by Ergude Bao
submission deadline 20 Nov 2025 | 1 articles | Viewed by 1868 | 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)
Advanced Modeling and Design of Vibration and Wave Systems
edited by and
submission deadline 20 Nov 2025 | 3 articles | Viewed by 1778 | 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)
Advances and Applications in Computational Fluid Dynamics submission deadline 20 Nov 2025 | 2 articles | Viewed by 746 | 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)
Recent Developments in Statistical Signal Processing and Its Applications
edited by
submission deadline 20 Nov 2025 | 1 articles | Viewed by 702 | 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)
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 | 1 articles | Viewed by 688 | 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 Advances in Graph Theory, Applications and Related Topics submission deadline 20 Nov 2025 | 1 articles | Viewed by 600 | Submission Open
Keywords: connectivity; cages; extremal problems; mutual visibility; coalition; domination; Roman domination
(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 543 | 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)
Modeling, Control and Optimization of Biological Systems
edited by
submission deadline 20 Nov 2025 | 1 articles | Viewed by 488 | 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)
Hybrid Modeling and Digital Twins in Supply Chain Management
edited by Ehsan Badakhshan and
submission deadline 20 Nov 2025 | Viewed by 291 | 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 133 | 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)
Advances in Functional Analysis and Approximation Theory
edited by Ju Myung Kim
submission deadline 20 Nov 2025 | Viewed by 118 | 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)
Artificial Intelligence Algorithms in Magnetohydrodynamics and Computational Astrophysics
edited by Sayantan Auddy and Ramit Dey
submission deadline 20 Nov 2025 | Viewed by 104 | 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)
Securing the Future: Computational Innovations in IoT Network Resilience and Security
edited by Hu Yuan
submission deadline 20 Nov 2025 | 1 articles | Viewed by 93 | 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 | Viewed by 69 | 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)
Information-Induced Geometries in Statistics, Data Analysis, and Applied Research
edited by and David Bernal-Casas
submission deadline 20 Nov 2025 | Viewed by 51 | Submission Open
Keywords: information; positive-definite kernel; information geometry; intrinsic statistical data analysis; principle of minimum loss of Fisher information; variational principles; quantum mechanics; Bayes theorem
(This special issue belongs to the Section D1: Probability and Statistics)
Advances in Algebraic Structures: Representation Theory and Lie Groups
edited by Guy Biyogmam
submission deadline 24 Nov 2025 | 1 articles | Viewed by 1083 | 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 4043 | 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 101 | 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)
Optimization and Simulation in Mechanical Engineering and Computer Aided Design submission deadline 30 Nov 2025 | 5 articles | Viewed by 15896 | 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)
Deep Neural Networks: Theory, Algorithms and Applications
edited by , Vianey Guadalupe Cruz Sánchez and
submission deadline 30 Nov 2025 | 7 articles | Viewed by 15710 | 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 | 9 articles | Viewed by 13888 | 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)
Advances of Applied Probability and Statistics submission deadline 30 Nov 2025 | 8 articles | Viewed by 12273 | Submission Open
Keywords: statistics; probability; machine learning; artificial intelligence; social sciences; biology; finance
(This special issue belongs to the Section D1: Probability and Statistics)
Advanced Applications of Mathematical Modeling and Optimization in Logistics and Manufacturing
edited by Jose Antonio Marmolejo-Saucedo
submission deadline 30 Nov 2025 | 8 articles | Viewed by 11578 | 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)
Theoretical and Applied Mathematics in Supply Chain Management
edited by
submission deadline 30 Nov 2025 | 7 articles | Viewed by 9048 | 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 | 4 articles | Viewed by 8370 | 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 | 6 articles | Viewed by 7575 | 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)
Advances in Statistical Methods with Applications
edited by Mohamed T. Madi and Mohammad Z. Raqab
submission deadline 30 Nov 2025 | 6 articles | Viewed by 6785 | 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)
Advances in Machine Learning Applied to Financial Economics
edited by Saejoon Kim
submission deadline 30 Nov 2025 | 2 articles | Viewed by 6003 | Submission Open
Keywords: machine learning; deep learning; generative artificial intelligence; representation learning; asset pricing models and asset price dynamics; arbitrage pricing; option pricing; equilibrium-based pricing; high-frequency trading; optimal asset allocation and portfolios; factor models; latent factors; time series prediction; risk management; value at risk; volatility estimation; cross section of returns
(This special issue belongs to the Section E5: Financial Mathematics)
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 6000 | Submission Open
Keywords: operations research; production planning; supply chain; optimization; operations Management; decision making
(This special issue belongs to the Section E: Applied Mathematics)
Advanced Information and Signal Processing: Models and Algorithms
edited by and
submission deadline 30 Nov 2025 | 2 articles | Viewed by 5451 | 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)
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