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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 Programming, Optimization and Operations Research, 2nd Edition
edited by Shiv Raj Singh, and
submission deadline 15 Aug 2026 | 5 articles | Viewed by 3302 | Submission Open
Keywords: mathematical programming; optimization methods and algorithms; operations research; scheduling and planning; resource optimization; game theory; supply chain management; stochastic process; decision theory and applications; multi-objective problems; evolutionary computation; computational intelligence
(This special issue belongs to the Section D: Statistics and Operational Research)
New Advances in Network Security, Data Privacy, and Applied Cryptography
edited by Zhaoshun Wang, and
submission deadline 18 Aug 2026 | 1 articles | Viewed by 1642 | Submission Open
Keywords: network security; data privacy; applied cryptography; threat detection; security protocol design; blockchain applications; privacy enhancement techniques; fault diagnosis; artificial intelligence
(This special issue belongs to the Section E1: Mathematics and Computer Science)
New Advances in Distributed Systems, Edge Intelligence, and Artificial Intelligence
edited by Xiaoming Yuan, and Yulan Gao
submission deadline 20 Aug 2026 | 7 articles | Viewed by 35248 | Submission Open
Keywords: distributed computing frameworks; distributed systems; system optimization; control optimization; mathematical optimization methods; edge intelligence; graph theory; distributed storage; computational methods; quality of service (QoS) optimization; Internet of Things (IoT); deep learning; federated learning; security and privacy protection; generated artificial intelligence; prediction models; digital twin technologies; distributed multiple resource management
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematical and Numerical Analysis of Nonlinear Evolution Equations: Advances and Perspectives, 2nd Edition
edited by
submission deadline 20 Aug 2026 | 4 articles | Viewed by 6851 | Submission Open
(This special issue belongs to the Section E4: Mathematical Physics)
Research on Delay Differential Equations and Their Applications
edited by
submission deadline 20 Aug 2026 | 6 articles | Viewed by 6244 | Submission Open
Keywords: numerical solution; analytical solution; modeling; stability analysis; convergence; delay diffusion equations; delay wave-type equations; partial differential equations with delay; partial functional differential equations; fractional delay partial differential equations
(This special issue belongs to the Section C1: Difference and Differential Equations)
Securing the Future: Computational Innovations in IoT Network Resilience and Security
edited by Hu Yuan and
submission deadline 20 Aug 2026 | 2 articles | Viewed by 5853 | 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)
AI and Generative Modeling for Inverse Problems in Science and Engineering
edited by Xuqing Wu
submission deadline 20 Aug 2026 | Viewed by 950 | Submission Open
Keywords: inverse problems; scientific machine learning; physics-informed neural networks (PINNs); neural operators; generative models; normalizing flows; invertible neural networks; uncertainty quantification; surrogate model; computational imaging
(This special issue belongs to the Section E4: Mathematical Physics)
Machine Learning, Data Mining, and Optimization Methods for Graphs
edited by and Xiaowen Bi
submission deadline 20 Aug 2026 | Viewed by 892 | Submission Open
Keywords: graph algorithms; graph learning; machine learning on graphs; graph neural networks; spectral graph theory; graph mining; combinatorial optimization; network analysis; large-scale graph processing; data mining for graphs; mathematical computing; algorithm design; graph theory applications; topological data analysis; scalable graph methods; computational graph models
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematical Modelling of Infectious Disease Spreads and Control
edited by Omar El Deeb and Marcelo del Castillo-Mussot
submission deadline 20 Aug 2026 | Viewed by 744 | Submission Open
Keywords: epidemiology; infectious diseases; vaccination schemes; mathematical modelling; spatial analysis; optimal control
(This special issue belongs to the Section E: Applied Mathematics)
Computational Methods for Network Optimization and Security
edited by , Yang Liu and Ziye Jia
submission deadline 21 Aug 2026 | 6 articles | Viewed by 6483 | Submission Open
Keywords: computational methods; network optimization; network security; algorithm design; cybersecurity resilience; blockchain
(This special issue belongs to the Section E: Applied Mathematics)
Sensitivity Analysis and Decision Making submission deadline 25 Aug 2026 | 9 articles | Viewed by 23700 | Submission Open
Keywords: sensitivity analysis in mathematical models; uncertainty analysis; decision making; mathematics for decision making; analytical and simulation methods; fuzzy sets and alternative approaches; model validation and calibration; optimization models
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Mathematical Fluid Dynamics: Theory, Analysis and Emerging Trends
edited by Shin'ichi Inage
submission deadline 28 Aug 2026 | 3 articles | Viewed by 1961 | Submission Open
Keywords: Navier–Stokes equations; regularity and singularity; turbulence and energy cascade; free-boundary problems; multiphase and MHD flows; geometric and variational formulations; data-driven and physics-informed modeling
(This special issue belongs to the Section E: Applied Mathematics)
Mathematical Foundations of Blockchain Technology
edited by Pratima Sharma
submission deadline 30 Aug 2026 | 1 articles | Viewed by 2452 | Submission Open
Keywords: blockchain mathematics; cryptographic primitives; consensus mechanisms; game theory in blockchain; distributed algorithms; mathematical modeling; security and scalability; decentralized systems
(This special issue belongs to the Section E: Applied Mathematics)
Advances in Artificial Intelligence: Models, Optimization, and Machine Learning, 3rd Edition submission deadline 31 Aug 2026 | 16 articles | Viewed by 40110 | Submission Open
Keywords: neural networks; deep learning; machine learning; generative and conversational models; neuro-symbolic models; biologically inspired optimization; optimization algorithms; Bayesian networks; reinforcement learning; multiagent systems
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Application of Mathematical Methods to Transportation: Modeling and Analysis
edited by and Qi Cao
submission deadline 31 Aug 2026 | 15 articles | Viewed by 33501 | 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 in Perception, Control and Optimization Methods in Intelligent Transportation Systems
edited by Haifeng Song, Min Zhou and Xiaoqing Zeng
submission deadline 31 Aug 2026 | 13 articles | Viewed by 24013 | Submission Open
Keywords: intelligent transportation systems (ITS); control theory in transportation; traffic flow optimization; model predictive control (MPC); intelligent perception technologies; machine learning for ITS; advanced routing algorithms; optimization methods in transportation; autonomous vehicle technologies; sustainable urban transport
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Statistical Methods for Forecasting and Risk Analysis
edited by , Marcella Niglio and Emanuela Raffinetti
submission deadline 31 Aug 2026 | 4 articles | Viewed by 19812 | Submission Open
Keywords: risk analysis; forecasting and accuracy; statistical modeling; model selection; applied statistics; machine learning; artificial intelligence; massive dataset; high (and ultra-high)-dimensional dataset; variable selection
(This special issue belongs to the Section D1: Probability and Statistics)
Advanced Methods, Modeling and Optimization for Financial Engineering and Risk Management
edited by Vesela Mihova and
submission deadline 31 Aug 2026 | 3 articles | Viewed by 19580 | Submission Open
Keywords: mathematics; statistical methods; mathematical modeling; time series analysis; optimization and control; quantitative finance; financial engineering; risk management; big data; computational mathematics
(This special issue belongs to the Section E5: Financial Mathematics)
Data Mining and Machine Learning with Applications, 2nd Edition
edited by and
submission deadline 31 Aug 2026 | 6 articles | Viewed by 18141 | Submission Open
Keywords: machine learning; data mining; time series data analytics; statistical machine learning; statistical classification; statistical inference; Bayesian methods; algorithms and architectures for big data searches, mining, and processing; deep learning; computer vision and image processing; evolutionary computation; knowledge discovery; industrial and medical applications; security applications; applications of unsupervised learning; industrial and medical applications
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Current Topics in Geometric Function Theory, 2nd Edition
edited by
submission deadline 31 Aug 2026 | 18 articles | Viewed by 15521 | Submission Open
Keywords: classes of analytic functions; univalent functions; differential subordination and superordination; operator-related problems; quantum calculus; fractional calculus; extremal problems; preserving class properties; coefficients estimates; GFT in real-life applications
(This special issue belongs to the Section C4: Complex Analysis)
Artificial Intelligence for Fault Detection in Manufacturing
edited by Jinwoo Song
submission deadline 31 Aug 2026 | 9 articles | Viewed by 14770 | Submission Open
Keywords: artificial intelligence; fault detection; manufacturing; data imbalance; quality control; machine learning; statistical modeling; data augmentation; mathematical optimization; predictive maintenance
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Fractional Calculus: Advances and Applications submission deadline 31 Aug 2026 | 7 articles | Viewed by 13155 | Submission Open
Keywords: methods for solving fractional differential equations; new theory of capacitors; fractional electromagnetic theory; fractional bioengineering; fractional cosmology; non-ordinary mechanics; signal and image processing; fractional biomedical signals and images; fractional circuit theory
(This special issue belongs to the Section E: Applied Mathematics)
Finite-Time/Fixed-Time Stability and Control of Dynamical Systems
edited by and
submission deadline 31 Aug 2026 | 7 articles | Viewed by 12661 | Submission Open
Keywords: finite-time stability; fixed-time stability; finite-time synchronization; fixed-time synchronization; neural networks; complex networks; multi-agent systems; time-delay systems; control theory; control engineering
(This special issue belongs to the Section C2: Dynamical Systems)
Advances in Theoretical and Empirical Economic Modeling
edited by Hany Guirguis and Hyeon Park
submission deadline 31 Aug 2026 | 3 articles | Viewed by 9074 | Submission Open
Keywords: econometrics; quantitative economics; mathematical economics; mathematical modeling in economics and finance; optimization techniques
(This special issue belongs to the Section E5: Financial Mathematics)
Soft Computing and Fuzzy Mathematics: New Advances and Applications
edited by Nebojša Ralević
submission deadline 31 Aug 2026 | 5 articles | Viewed by 8701 | Submission Open
Keywords: fuzzy metric and topological spaces; fixed point theory; image analysis and digital and computational geometry and topology; fuzzy and crisp shape recognition and analysis; uncertainty in geometries
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Artificial Intelligence for Network Security and IoT Applications
edited by Anjia Yang, Cheng Huang and
submission deadline 31 Aug 2026 | 2 articles | Viewed by 8420 | Submission Open
Keywords: artificial intelligence (AI); network security; Internet of Things (IoT); intrusion detection; anomaly detection; machine learning; cybersecurity; secure data transmission; privacy preservation; mathematical modeling; Cryptography; security scheme; cryptosystem; cryptographic scheme; information security; privacy security; authentication; cryptographic scheme; authorized access; digital signature; public key cryptosystem; discrete logarithm based cryptosystem; Diffie–Hellman key exchange; elliptic curve cryptography; pairing-based cryptography; lattice-based cryptography; encryption; secret sharing; zero-knowledge; Authenticated; cryption; multi-secret; Encrypted; data hiding; Encrypting
(This special issue belongs to the Section E1: Mathematics and Computer Science)
New Perspectives of Graph Theory and Combinatorics
edited by
submission deadline 31 Aug 2026 | 7 articles | Viewed by 6655 | Submission Open
Keywords: extremal graph theory; discrete mathematics; combinatorics; graph theory; applied mathematics; linear algebra; matrices; data science; degree sequence problems; zero forcing sets; zero forcing number; cardinalities
(This special issue belongs to the Section E1: Mathematics and Computer Science)
New Advances in Control Theory and Its Applications
edited by Cong Wang
submission deadline 31 Aug 2026 | 2 articles | Viewed by 6013 | Submission Open
Keywords: intelligent control; control algorithm; dynamic system; optimal control
(This special issue belongs to the Section E2: Control Theory and Mechanics)
New Trends in Differential Geometry and Geometric Analysis
edited by and Ljubica Velimirovic
submission deadline 31 Aug 2026 | 6 articles | Viewed by 5846 | Submission Open
Keywords: differential geometry; geometric analysis; infinitesimal deformations; curves and surfaces; manifolds; knots; shape and energy of geometric objects; Riemannian geometry and generalizations; minkowski spaces; dual spaces; geometric flows; geometric partial differential equations; minimal surfaces; variational methods; global analysis.
(This special issue belongs to the Section B: Geometry and Topology)
Cybersecurity and Data Protection: Modern Methods and New Applications
edited by and Thomas Prantl
submission deadline 31 Aug 2026 | 4 articles | Viewed by 5705 | Submission Open
Keywords: advances in post-quantum cryptography; secure key generation and distribution techniques; intrusion detection systems using advanced analytics; anomaly detection in large-scale networks; secure multiparty computation techniques; homomorphic encryption for secure data processing; vulnerability analysis frameworks; optimization of risk mitigation strategies; methods for secure cloud storage; secure sharing protocols for big data applications; resource optimization in security systems; benchmarking of security system performance; deep learning techniques for real-time threat detection; explainable AI in cybersecurity applications; graph theory and network security applications; chaos theory in cryptographic systems; securing critical infrastructure systems; data protection in healthcare and financial services; cyber-physical systems security; ethical and legal considerations in data protection
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advanced Control of Complex Dynamical Systems and Robotics with Applications, 2nd Edition
edited by Gang Wang, Qingdu Li and Hua Chen
submission deadline 31 Aug 2026 | 4 articles | Viewed by 5214 | 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 Dynamic Equations on Time Scales
edited by Tom Cuchta
submission deadline 31 Aug 2026 | 3 articles | Viewed by 5085 | Submission Open
Keywords: time scale calculus; dynamic equation; difference equation; q-calculus
(This special issue belongs to the Section C1: Difference and Differential Equations)
Modeling, Control, and Optimization for Transportation Systems submission deadline 31 Aug 2026 | 4 articles | Viewed by 5035 | 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)
Advances in Machine Learning and Intelligent Systems
edited by and
submission deadline 31 Aug 2026 | 7 articles | Viewed by 4922 | Submission Open
Keywords: machine learning; intelligent systems; physics-informed artificial intelligence; reinforcement learning; digital twins; optimization and control; trustworthy and explainable AI; edge and federated learning; prognostics and health management; autonomous decision-making; intelligent optimization; fuzzy systems; engineering applications; hybrid intelligent systems; adaptive control; reinforcement learning; optimal control; robot control; model-free adaptive contro; containment control; multi-agent systems
(This special issue belongs to the Section E: Applied Mathematics)
Fractional Calculus and Fractional Differential Equations: Theory and Applications
edited by , and Ricardo Abreu-Blaya
submission deadline 31 Aug 2026 | 5 articles | Viewed by 4781 | Submission Open
Keywords: inequalities for fractional operators; fractional Lotka–Volterra equations; fractional reaction–diffusion equations; variable-order fractional differential equations; stochastic fractional differential equations; neural network methods for fractional differential equations
(This special issue belongs to the Section E: Applied Mathematics)
Advances in Mathematical Modeling and Optimization for Business Analytics
edited by Reza Maihami and
submission deadline 31 Aug 2026 | 2 articles | Viewed by 4729 | Submission Open
Keywords: mathematical modeling; business analytics; optimization techniques; decision making; operations research
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Diversity Metrics in Combinatorial Problems submission deadline 31 Aug 2026 | 2 articles | Viewed by 4686 | Submission Open
Keywords: diversity metrics; combinatorial optimization; metaheuristics; swarm intelligence; evolutionary algorithms; population diversity; exploration–exploitation balance; adaptive search; reinforcement learning; hybrid algorithms; diversity control; adaptive parameter tuning; diversity-based selection; algorithmic diversity; diversity-guided optimization; stochastic search; diversity indicators; fitness landscape analysis; diversity quantification; diversity in reinforcement learning; combinatorial landscapes; search space exploration; diversity-driven convergence; algorithm robustness; engineering optimization; intelligent systems
(This special issue belongs to the Section E: Applied Mathematics)
Mathematical Models in Mechanics and Engineering submission deadline 31 Aug 2026 | 4 articles | Viewed by 4599 | Submission Open
Keywords: mechanical engineering; structural and civil engineering; mechanics; mechanical problems; engineered structures; engineered systems; coupled mechanical systems; engineering problems; computational mechanics; structural dynamics; vibration analysis; mathematical, computational, and numerical methods
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Advances in Fuzzy Logic and Artificial Neural Networks, 2nd Edition submission deadline 31 Aug 2026 | 5 articles | Viewed by 4553 | Submission Open
Keywords: fuzzy set theory and extensions; neural networks and extensions; neuro-fuzzy systems; deep neural networks; learning algorithms; comparative studies; theoretical reviews; engineering and scientific applications; operations research
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Nonlinear Systems: Dynamics, Control, Optimization and Applications in Science and Engineering, 4th Edition
edited by
submission deadline 31 Aug 2026 | 7 articles | Viewed by 4485 | Submission Open
Keywords: stability analysis of discrete and continuous dynamical systems; nonlinear dynamics in biological complex systems; stability and stabilization of stochastic systems; mathematical models in statistics and probability; synchronization of oscillators and chaotic systems; optimization methods of complex systems; reliability modeling and system optimization; computation and control over networked systems
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Numerical Optimization: Algorithms and Applications
edited by
submission deadline 31 Aug 2026 | 2 articles | Viewed by 4315 | Submission Open
Keywords: optimization for process modeling; numerical simulation of the optimization problems; optimization for process control; global optimization; stochastic optimization; robust optimization; multi-criteria optimization problems; operations research problems; optimization on graphs and networks; optimization in logistics; optimization of manufacturing processes; vehicle routing and other transportation problems; control-theoretic problems; exact solution algorithms; machine-learning; complexity issues
(This special issue belongs to the Section E: Applied Mathematics)
Recent Developments in Statistical Signal Processing and Its Applications
edited by
submission deadline 31 Aug 2026 | 1 articles | Viewed by 4241 | 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)
Nonlinear Control Systems for Robotics and Automation submission deadline 31 Aug 2026 | 1 articles | Viewed by 4206 | Submission Open
Keywords: nonlinear control systems; robotics; automation; dynamical systems; uncertain systems; robust control; hybrid control systems
(This special issue belongs to the Section C2: Dynamical Systems)
Algebra, Ring Theory, and Homological Algebra with Analysis and Applications submission deadline 31 Aug 2026 | 6 articles | Viewed by 3997 | Submission Open
Keywords: rings; algebras; modules; homological algebra; category theory; Hopf algebras; Banach algebras; Hilbert spaces; Jordan algebras; coding theory; cryptography
(This special issue belongs to the Section A: Algebra and Logic)
Computational Fluid Dynamics, 3rd Edition submission deadline 31 Aug 2026 | 2 articles | Viewed by 3964 | Submission Open
Keywords: computational fluid dynamics; numerical methods; turbulence; machine learning; high-performance computing; GPU acceleration; quantum CFD; validation and verification; multiphase flows; applied fluid mechanics
(This special issue belongs to the Section C2: Dynamical Systems)
Advancement of Mathematical Methods in Feature Representation Learning for Artificial Intelligence, Data Mining and Robotics, 3rd Edition
edited by , and
submission deadline 31 Aug 2026 | 3 articles | Viewed by 3820 | Submission Open
Keywords: visual recognition; deep learning; knowledge distillation; representation learning; data mining
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Research on Dynamical Systems and Differential Equations, 2nd Edition
edited by Ahmadjan Muhammadhaji and Maimaiti Yimamu
submission deadline 31 Aug 2026 | 6 articles | Viewed by 3795 | Submission Open
Keywords: differential equations; deterministic and stochastic differential equations; dynamical systems; modeling and dynamics in population dynamical systems; complex networks; neural networks; epidemic models; disease modeling; stochastic processes and their applications; statistical models and algorithms; stochastic models in biology
(This special issue belongs to the Section C1: Difference and Differential Equations)
Extreme Value Theory: Theory, Methodology and Applications
edited by
submission deadline 31 Aug 2026 | 2 articles | Viewed by 3578 | Submission Open
Keywords: spatial and/or temporal process; methodological statistics; nonparametric statistics machine learning; causal inference; regression models; applied probability; graphical models; optimization; data science; applied statistical modelling and simulation
(This special issue belongs to the Section D1: Probability and Statistics)
Recent Advances in Quantum Information and Quantum Computing
edited by
submission deadline 31 Aug 2026 | 3 articles | Viewed by 3159 | Submission Open
Keywords: quantum algorithms; applications of quantum algorithms; hybrid quantum–classical algorithms; quantum artificial intelligence; quantum machine learning; applications of quantum machine learning; constructing quantum computer; quantum computing structure; quantum error correction; quantum error mitigation; quantum information theory; quantum key distribution
(This special issue belongs to the Section E4: Mathematical Physics)
Dynamical Systems and Complex Systems
edited by
submission deadline 31 Aug 2026 | 2 articles | Viewed by 3151 | Submission Open
Keywords: dynamical systems; complex systems; ergodic systems; chaotic systems
(This special issue belongs to the Section C2: Dynamical Systems)
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