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Mathematics publishes Special Issues to create collections of papers on specific topics, with the aim of building a community of authors and readers to discuss the latest research and develop new ideas and research directions. Special Issues are led by Guest Editors, who are experts on the topic and all Special Issue submissions follow MDPI's standard editorial process. The journal’s Editor-in-Chief and/or designated Editorial Board Member will oversee Guest Editor appointments and Special Issue proposals, checking their content for relevance and ensuring the suitability of the material for the journal. The papers published in a Special Issue will be collected and displayed on a dedicated page of the journal’s website. Further information on MDPI's Special Issue policies and Guest Editor responsibilities can be found here. For any inquiries related to a Special Issue, please contact the Editorial Office.

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Mathematical Models for Data Privacy in Blockchain-Enabled Systems submission deadline 30 Sep 2026 | 1 articles | Viewed by 6751 | Submission Open
Keywords: data privacy; blockchain; distributed systems; smart contracts; secure data sharing; cryptographic models; differential privacy; federated learning; game theory; Internet of Things; supply chain security; financial systems; mathematical modeling
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advanced Mathematical Methods in Remote Sensing
edited by Andrija Krtalić, Marko Horvat and
submission deadline 30 Sep 2026 | 3 articles | Viewed by 5005 | Submission Open
Keywords: digital image processing; big data analysis and processing; image classification (multispectral, hyperspectral); spatial data analysis; spatiotemporal monitoring and analyzing; data visualization and presentation; machine learning; artificial neural networks and deep learning; artificial intelligence methods.
(This special issue belongs to the Section E: Applied Mathematics)
Advances in Operations Research: Applications in MCDA, Fuzzy Systems, DEA and Optimization
edited by and Peter Fernandes Wanke
submission deadline 30 Sep 2026 | 2 articles | Viewed by 4631 | Submission Open
Keywords: operations research ; multi-criteria decision analysis (MCDA) ; fuzzy systems ; data envelopment analysis (DEA) ; optimization techniques ; mathematical modeling ; decision-making under uncertainty ; heuristic and metaheuristic algorithms ; linear and nonlinear programming ; machine learning in operations research
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Advances in the Analysis and Control of Nonlinear Dynamical Systems and Complex Phenomena submission deadline 30 Sep 2026 | 4 articles | Viewed by 4575 | Submission Open
Keywords: nonlinear dynamical systems; nonlinear control; complex phenomena; prediction and synchronization
(This special issue belongs to the Section C2: Dynamical Systems)
Uncertainty Quantification Techniques in Statistics, Machine Learning and FinTech: 2nd Edition
edited by
submission deadline 30 Sep 2026 | 4 articles | Viewed by 4417 | 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)
Advances in Fuzzy Intelligence and Non-Classical Logical Computing
edited by Yu-Bin Zhong and Yi Xiang
submission deadline 30 Sep 2026 | 5 articles | Viewed by 4107 | Submission Open
Keywords: fuzzy logic and reasoning; causal models; computability; non-classical logics; artificial intelligence foundations; factor neural networks; knowledge representation; uncertainty modeling
(This special issue belongs to the Section E: Applied Mathematics)
Advances in Risk Models and Actuarial Science
edited by Rui Manuel Rodrigues Cardoso
submission deadline 30 Sep 2026 | 2 articles | Viewed by 3853 | Submission Open
Keywords: climate change in insurance and sustainability; cyber security risks; data science for insurance; reinsurance; non-life insurance mathematics; fraud detection in insurance; telematics data analysis for insurance; estimation and evaluation of risk management models; loss reserving; risk theory
(This special issue belongs to the Section E5: Financial Mathematics)
Nonlinear Dynamics and Stochastic Modeling of Complex Systems
edited by Thomas M Michelitsch and Alejandro Pérez Riascos
submission deadline 30 Sep 2026 | 3 articles | Viewed by 3666 | Submission Open
Keywords: stochastic resetting; population dynamics; epidemic spreading; compartment models; predator-prey models; nonlinear systems with random delay effects and memory; stochastic chaos
(This special issue belongs to the Section E: Applied Mathematics)
Mathematical Applications in Digitalization, Electrification, and Sustainable Development
edited by
submission deadline 30 Sep 2026 | 2 articles | Viewed by 3614 | 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)
Decision Making and Optimization Under Uncertainty
edited by
submission deadline 30 Sep 2026 | 2 articles | Viewed by 3480 | 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)
Recent Advances in Quantum Optimization
edited by
submission deadline 30 Sep 2026 | 2 articles | Viewed by 3219 | Submission Open
Keywords: quantum optimization; optimization; operations research; quantum computing
(This special issue belongs to the Section E: Applied Mathematics)
Mathematical and Computational Methods for Image Processing and Pattern Recognition
edited by
submission deadline 30 Sep 2026 | 2 articles | Viewed by 3200 | Submission Open
Keywords: image processing; pattern recognition; visual computing; data fusion; mathematical modeling; neural network; deep learning; machine learning
Recent Studies on Partial Differential Equations and Its Applications
edited by Quan Wang
submission deadline 30 Sep 2026 | 2 articles | Viewed by 3152 | Submission Open
Keywords: well-posedness; nonlinear stability and instability; steady-state and dynamic bifurcation; large time behavior; singularity formation
(This special issue belongs to the Section C1: Difference and Differential Equations)
Advanced Filtering and Control Methods for Stochastic Systems
edited by Fan Wang and
submission deadline 30 Sep 2026 | 6 articles | Viewed by 3078 | Submission Open
Keywords: stochastic systems; networked control systems; Kalman filter and variants; robust control; H-infinity filtering; stochastic optimal control; model predictive control; data-driven estimation; machine learning in control; distributed filtering; fault detection and diagnosis
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Application of the Bayesian Method in Statistical Modeling, 2nd Edition
edited by
submission deadline 30 Sep 2026 | 3 articles | Viewed by 2744 | Submission Open
Keywords: Bayesian analysis; Bayesian estimation; statistics; probability
(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 30 Sep 2026 | 3 articles | Viewed by 2728 | 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)
Numerical Simulation and Analysis of Rock Mechanics Engineering Geology
edited by Alireza Ahangar-Asr
submission deadline 30 Sep 2026 | 2 articles | Viewed by 2643 | Submission Open
Keywords: numerical modeling of rock mechanics; machine learning-enhanced geomechanics; multiphase flow simulation (CFD-DEM coupling); inverse problems in geological parameterization; uncertainty quantification in rock engineering
(This special issue belongs to the Section E2: Control Theory and Mechanics)
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 30 Sep 2026 | 1 articles | Viewed by 2583 | 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)
Computational Intelligence and Human–Computer Interaction: Modern Methods and Applications, 3rd Edition submission deadline 30 Sep 2026 | 1 articles | Viewed by 2378 | Submission Open
Keywords: computational intelligence; machine translation; text processing; speech processing; video processing; visual sense; face recognition; fingerprint recognition; posture recognition; adaptive systems; computer vision; neural networks; machine learning; deep learning; semantic analysis; natural language processing; large language models; approximated reasoning; interactive reasoning; user–system interfaces; affective computing; user experience evaluation; agent-based systems; adaptive systems; intelligent UIs and agents; multicontext usability; HCI tools, techniques, and methodologies; computer-supported learning and assessment; computer-aided detection and diagnosis
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advances in Mobile Network and Intelligent Communication, 2nd Edition
edited by , , Pengwenlong Gu, , Tao Gao and Shufeng Li
submission deadline 30 Sep 2026 | 2 articles | Viewed by 2016 | Submission Open
Keywords: 5G/6G networks; mobile networks; intelligent communications; internet of things; edge computing and intelligence; AI for wireless networks
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advances in Queueing Theory and Applications, 2nd Edition
edited by
submission deadline 30 Sep 2026 | 3 articles | Viewed by 1919 | Submission Open
Keywords: queueing theory; stochastic modeling; applied probability
(This special issue belongs to the Section D1: Probability and Statistics)
Numerical and Computational Methods in Structural Engineering and Mechanics, 2nd Edition submission deadline 30 Sep 2026 | 2 articles | Viewed by 1710 | 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)
Applied Mathematical Modelling and Dynamical Systems, 3rd Edition submission deadline 30 Sep 2026 | 4 articles | Viewed by 1690 | Submission Open
Keywords: mathematical modelling; dynamical systems; nonlinear systems; theory of singularities; fixed point theory; bifurcation theory; complex systems; iteration theory; topological dynamics; ergodic theory; symbolic dynamics; population dynamics; embedding problems; networks; synchronization; simulation; chaos; functional equations
(This special issue belongs to the Section C2: Dynamical Systems)
Data Protection and Communication Security in the Industrial Internet of Things and Smart Manufacturing
edited by
submission deadline 30 Sep 2026 | 1 articles | Viewed by 1640 | Submission Open
Keywords: industrial internet of things (IIoT); smart manufacturing; data protection; communication security; cyber–physical systems; secure communication protocols; privacy-preserving mechanisms; lightweight cryptography; intrusion detection systems; blockchain for IIoT; secure firmware updates; anomaly detection; cyber resilience; secure data sharing; industrial network security; machine-to-machine (M2M) security; edge and fog computing security
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Recent Advances in Graph and Hypergraph: Theories, Models and Applications
edited by
submission deadline 30 Sep 2026 | 1 articles | Viewed by 1557 | Submission Open
Keywords: graph theory; hypergraph theory; graph construction; hypergraph construction; graph neural networks; hypergraph neural networks; graph/hypergraph in computer vision; graph/hypergraph-based natural language processing; graph/hypergraph in spatiotemporal modeling; graph/hypergarph-based recommendation systems; LLM with graph/hypergraph
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Swarm Intelligence and Optimization: Algorithms and Applications
edited by
submission deadline 30 Sep 2026 | 2 articles | Viewed by 1329 | Submission Open
Keywords: computational intelligence; evolutionary computation; machine learning; swarm intelligence; real-world applications; large-scale optimization; multi-task optimization; multimodal optimization; swarm intelligence
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematical Methods in System Engineering Modeling and Simulation
edited by Dahai Liu, , Hongyun Chen and
submission deadline 30 Sep 2026 | 2 articles | Viewed by 1318 | Submission Open
Keywords: optimization; simulation; operations research; decision-making; stochastic modeling; transportation systems
(This special issue belongs to the Section E: Applied Mathematics)
Networks in Complex Systems: Modeling, Analysis, and Control
edited by , and Qingdu Li
submission deadline 30 Sep 2026 | 2 articles | Viewed by 1241 | Submission Open
Keywords: complex networks; network modeling and analysis; synchronization and network dynamics; graph neural networks; network control theory
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Advances in Artificial Intelligence and Computational Methods for Prognostics and Health Management of Civil and Mechanical Systems submission deadline 30 Sep 2026 | 2 articles | Viewed by 1222 | Submission Open
Keywords: artificial intelligence; mechanical system; civil infrastructure; computational modeling; physics-informed machine learning; structural health monitoring; failure prediction; damage detection; prognostics and health management
(This special issue belongs to the Section E: Applied Mathematics)
Mathematical Modeling and Analysis in Pattern Recognition and Computer Vision submission deadline 30 Sep 2026 | 1 articles | Viewed by 1218 | Submission Open
Keywords: mathematical modeling; pattern recognition; machine learning; feature extraction; graphical models; computer vision; image processing; object detection; image segmentation
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Computation and Optimization for Emerging Topics in Operations and Supply Chain Management submission deadline 30 Sep 2026 | 1 articles | Viewed by 1202 | Submission Open
Keywords: behavioral operations research and supply chain management; data-driven operations research and supply chain management; platform-based supply chain management; artificial intelligence in operations research and supply chain management; human-ai collaborative in operations management; blockchain-enabled supply chain management; smart supply chain and intelligent logistics; global supply chain management; sustainable operations research and supply chain management
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Optimization Models and Algorithms in Operations Management
edited by
submission deadline 30 Sep 2026 | 1 articles | Viewed by 1175 | Submission Open
Keywords: operations management; optimization models; mathematical programming; heuristic and metaheuristic algorithms; simulation-based optimization; artificial intelligence in operations; supply chain and logistics management; production planning and scheduling; decision-support systems; uncertainty modeling; multi-objective optimization
(This special issue belongs to the Section D: Statistics and Operational Research)
Advanced Statistical and Machine Learning Approaches for High-Dimensional Biomedical Data submission deadline 30 Sep 2026 | Viewed by 1089 | Submission Open
Keywords: biomedical data analysis; statistical learning; machine learning; deep learning; high-dimensional data analysis; biostatistics; bioinformatics; predictive modeling; feature selection; dimensionality reduction
(This special issue belongs to the Section E3: Mathematical Biology)
New Advances in Computational Finance and Computational Intelligence in Finance, 2nd Edition submission deadline 30 Sep 2026 | 1 articles | Viewed by 1039 | Submission Open
Keywords: fuzzy logic in financial modeling; quantum computing for finance; artificial intelligence in finance; machine learning and big data in finance; financial forecasting; trading algorithms; heuristics and metaheuristics in finance; genetic algorithms in finance; data mining for financial data analysis; digital assets and cryptocurrencies; asset pricing models, libration and simulation; computational risk management; computing and financial management; accounting analytics; earnings management; blockchain-based accounting; big data analytics in auditing; cloud accounting and big data; portfolio optimization algorithms; market analysis algorithms; market simulations; algorithmic trading; hedging strategies; dynamical analysis of financial markets; behavioral finance models; financial markets and firm dynamics
(This special issue belongs to the Section E5: Financial Mathematics)
New Trends in Geometric Group Theory and Geometric Topology
edited by Yong Hou and Peter B. Shalen
submission deadline 30 Sep 2026 | Viewed by 1012 | Submission Open
Keywords: JSJ decomposition; profinite rigidity; infinite packing; embedding of groups; outer space and outer limit; group growth; quasi-isometry; hierarchical hyperbolic; acylindrical hyperbolic; amenability; complex of groups; cubulations; higher rank groups and higher Teichmuller theory; thin group; Heegaard Floer theory
(This special issue belongs to the Section B: Geometry and Topology)
Evolutionary Algorithms in Artificial Intelligence
edited by Mir Md Jahangir Kabir
submission deadline 30 Sep 2026 | 1 articles | Viewed by 924 | Submission Open
Keywords: evolutionary algorithms; artificial intelligence; optimization; genetic algorithms; differential evolution; swarm intelligence; reinforcement learning; machine learning; multi-objective optimization; intelligent systems
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advances in Fractional Differential Equations and Applications
edited by Farzana A. McRae and Zahia Drici
submission deadline 30 Sep 2026 | 2 articles | Viewed by 924 | Submission Open
Keywords: fractional derivative; Caputo fractional derivative; Riemann–Liouville fractional derivative; fractional differential equations; fractional-order systems; nonlocal operators; fractional-order control; non-integer order modelling; analytical methods; numerical methods; stability analysis; mathematical modelling
(This special issue belongs to the Section C1: Difference and Differential Equations)
Advanced Modeling and Optimization Techniques for Big Data
edited by
submission deadline 30 Sep 2026 | 1 articles | Viewed by 872 | Submission Open
Keywords: big data analytics; machine learning; intelligent computing; data security; privacy-preserving computing
(This special issue belongs to the Section E: Applied Mathematics)
Data Science and Complex Systems
edited by Francisco J. Altimiras
submission deadline 30 Sep 2026 | Viewed by 841 | Submission Open
Keywords: data science; complex systems; mathematical modeling; network science; computational biology; bioinformatics; machine learning; deep learning; computer vision
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Dynamical Systems & Partial Differential Equations
edited by
submission deadline 30 Sep 2026 | 1 articles | Viewed by 837 | Submission Open
Keywords: dynamical systems; evolution equations; stability and bifurcation; attractors; nonlinear PDEs; dispersive and hyperbolic equations; parabolic/elliptic problems; control and inverse problems; fractional and stochastic PDEs; numerical analysis; data-driven and machine-learning methods for PDEs; multiscale modeling; applications in fluids, materials, and life science
(This special issue belongs to the Section C1: Difference and Differential Equations)
Graph Neural Networks and Clustering Algorithms: Mathematical Foundations and Applications submission deadline 30 Sep 2026 | 1 articles | Viewed by 785 | Submission Open
Keywords: graph neural networks; clustering algorithms; spectral graph theory; graph signal processing; optimization-based clustering; mathematical foundations; unsupervised learning; fractional optimization; industrial applications with GNNs or clustering algorithms
(This special issue belongs to the Section E: Applied Mathematics)
Mathematical Models in Computer Vision
edited by Chun Pong Lau
submission deadline 30 Sep 2026 | Viewed by 762 | 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)
Machine Learning and Computational Methods in Bioinformatics and Biology
edited by Bang Tran
submission deadline 30 Sep 2026 | 1 articles | Viewed by 743 | Submission Open
Keywords: machine learning; bioinformatics; multi-omics integration; single-cell and spatial; transcriptomics; interpretable and reproducible AI
(This special issue belongs to the Section E3: Mathematical Biology)
Mathematical Modeling and Optimization in Energy Storage and Conversion Systems
edited by Yuan Cao, Chunsheng Wang and Qi Lei
submission deadline 30 Sep 2026 | 1 articles | Viewed by 731 | Submission Open
Keywords: mathematical modeling (energy systems); optimization (energy storage); BESS modeling; thermal energy storage; PV–storage integration; wind energy conversion; hydrogen storage systems; energy efficiency optimization; advanced algorithms for sensors
(This special issue belongs to the Section E: Applied Mathematics)
Advances in Artificial Intelligence and Data Modeling: Analysis, Methods and Applications
edited by Chaoya Jiang and Lantao Xing
submission deadline 30 Sep 2026 | 1 articles | Viewed by 718 | Submission Open
Keywords: artificial intelligence; data modeling; machine learning; deep learning; data-driven methods; AI applications; computational intelligence; statistical modeling
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Applications of Partial Differential Equations, 3rd Edition submission deadline 30 Sep 2026 | 2 articles | Viewed by 689 | Submission Open
Keywords: nonlinear partial differential equations; diffusion equations; wave-type equations; partial differential equations with delay; partial functional differential equations; fractional partial differential equations; numerical solution; analytical solution; modeling
(This special issue belongs to the Section C1: Difference and Differential Equations)
Iterative Algorithms for Variational Inequalities and Related Optimization Problems submission deadline 30 Sep 2026 | 1 articles | Viewed by 674 | Submission Open
Keywords: variational inequalities; split feasibility problem; generalized mixed equilibrium problem; fixed point problem; iterative algorithms
(This special issue belongs to the Section E: Applied Mathematics)
Computational Methods for Computer Vision and Medical Image Analysis submission deadline 30 Sep 2026 | Viewed by 650 | 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)
Development and Revision of Mathematical Models in Nonlocal Elasticity submission deadline 30 Sep 2026 | Viewed by 594 | Submission Open
Keywords: nonlocal elasticity; boundary value problems; waves; multiphysics; asymptotic
(This special issue belongs to the Section E: Applied Mathematics)
Nonlinear Dynamics: Experiment and Numerical Simulation
edited by
submission deadline 30 Sep 2026 | 1 articles | Viewed by 528 | Submission Open
Keywords: nonlinear dynamics; stochastic resonance; chaos; 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)
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