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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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Advanced Optimization Modeling and Algorithms for Planning and Scheduling submission deadline 31 May 2026 | 2 articles | Viewed by 2211 | Submission Open
Keywords: planning and scheduling; mathematical programming; combinatorial optimization; stochastic and robust optimization; algorithm design; machine learning; multi-objective optimization; cloud; edge and fog computing; multi-access edge computing (MEC); real-world applications; energy optimization; cost optimization
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advances, Challenges, and Applications of Deep Learning Models in Computer Vision and Image Processing and Analysis
edited by and Cesar Puente
submission deadline 31 May 2026 | 2 articles | Viewed by 2075 | Submission Open
Keywords: deep learning; computer vision; image processing; image analysis; convolutional neural networks; recurrent neural networks; generative adversarial networks; capsule neural networks; deep transfer learning; vision transformers; hybrid deep learning architecture; image classification; image segmentation; object recognition; video tracking; adversarial attacks; healthcare and medicine; autonomous vehicles; cybersecurity; surveillance; artistic-style classification; agriculture and forestry; remote sensing and geospatial analysis
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Research on Graph Neural Networks and Knowledge Graphs
edited by Zhaowei Liu, and
submission deadline 31 May 2026 | 1 articles | Viewed by 1653 | Submission Open
Keywords: graph neural networks; knowledge graph representation; deep graph learning
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Applied Cryptography and Information Security with Application
edited by Xiangjun Wu
submission deadline 31 May 2026 | 3 articles | Viewed by 1431 | Submission Open
Keywords: multimedia encryption and authentication; post-quantum cryptographic algorithms; deep learning-based cryptographic algorithms; image/video steganography; deep learning-based cryptoanalysis; deep learning-based steganalysis; cryptography applied to IoT; cryptographic methods for 5G; security algorithms in the cloud; privacy protection for big data
New Trends in Polynomials and Mathematical Analysis
edited by
submission deadline 31 May 2026 | 2 articles | Viewed by 1405 | Submission Open
Keywords: classes of analytic functions; univalent functions; differential subordination and superordination; operator-related problems; coefficient estimates; GFT in real-life applications; Fekete inequality; second Hankel determinate; geometric properties; sandwich theorem; polynomials
(This special issue belongs to the Section C: Mathematical Analysis)
Advances in Mathematics for Quantum Mechanics
edited by L.S.F. Olavo
submission deadline 31 May 2026 | 2 articles | Viewed by 1288 | Submission Open
Keywords: mathematical foundations of quantum information and computation; operator algebras and spectral theory in quantum systems; stochastic methods and open quantum systems; foundations of quantum mechanics; new advances in quantum mechanics; formal developments in quantum mechanics; philosophical developments in quantum mechanics
(This special issue belongs to the Section E4: Mathematical Physics)
Mathematical Models and Numerical Simulation in Engineering submission deadline 31 May 2026 | Viewed by 1286 | Submission Open
Keywords: mathematical modeling; computational mathematics; numerical analysis; numerical simulation; engineering; computational fluid dynamics; fluid mechanics
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Mathematical Innovations in Electrical Engineering: Theory, Methods and Applications submission deadline 31 May 2026 | 2 articles | Viewed by 1265 | Submission Open
Keywords: mathematical modeling in electrical engineering; power systems stability and control; state estimation of electrical systems; power electronics; electrical machines and drives; optimization methods applied to power systems; numerical analysis in electrical engineering; microgrids modeling; simulation and design; smart grids and renewable energy; AI in power systems
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Modeling of Processes in Transport Systems submission deadline 31 May 2026 | 1 articles | Viewed by 1241 | Submission Open
Keywords: mathematical modeling; transport systems; optimization; simulation; safety; sustainable transport; last-mile delivery; infrastructure; traffic analysis; geometric modeling; decision-making; fuzzy approach; machine learning; artificial intelligence
(This special issue belongs to the Section E: Applied Mathematics)
Statistical Analysis and Modeling in Medical Research
edited by Xingwu Zhou
submission deadline 31 May 2026 | 1 articles | Viewed by 1216 | Submission Open
Keywords: statistical analysis in medical research; mathematical modeling in medicine; biostatistics; computational medicine; medical data analytics
(This special issue belongs to the Section E: Applied Mathematics)
Advancements in Distributed Computing and Blockchain Technologies
edited by Yingjie Xue
submission deadline 31 May 2026 | 1 articles | Viewed by 1103 | Submission Open
Keywords: distributed computing; blockchain technology; decentralization; security; privacy; algorithms; smart contracts; scalability; interoperability; applications; governance; data integrity
(This special issue belongs to the Section E1: Mathematics and Computer Science)
New Advances in Stability Research of Nonlinear Systems: From Asymptotic Stability to Predefined-Time Stability
edited by and
submission deadline 31 May 2026 | 1 articles | Viewed by 1099 | Submission Open
Keywords: complex networks; neural networks and circuit systems; time-delayed systems; population systems; stability; chaos control; bifurcation analysis; stabilization; synchronization; finite-time stability; finite-time stabilization; finite-time synchronization; fixed-time stability; fixed-time stabilization; fixed-time synchronization; predefined-time stability; predefined-time stabilization; predefined-time synchronization
Intelligent Mathematics and Applications
edited by , and Yingxu Wang
submission deadline 31 May 2026 | 1 articles | Viewed by 918 | Submission Open
Keywords: safe production and informationization; informatization and computing science; IoT and network computing; artificial intelligence and electrical automation
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Advances in Optimal Decision Making Under Risk and Uncertainty
edited by
submission deadline 31 May 2026 | 2 articles | Viewed by 857 | Submission Open
Keywords: uncertainty optimization; network optimization; portfolio optimization; financial risk; stochastic analysis; fuzzy mathematics; robust optimization; mathematical modeling
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Mathematical Modelling and Optimization for Sustainable Operations Management, 2nd Edition submission deadline 31 May 2026 | 2 articles | Viewed by 803 | Submission Open
Keywords: mathematical programming; supply chain optimization; multicriteria optimization; dynamic programming and optimization; stochastic programming and optimization; optimization algorithms; game theory; sustainable operations research; green logistics and transportation
(This special issue belongs to the Section D: Statistics and Operational Research)
Advances in Flexible Parametric Distributions for Modeling Skewness and Kurtosis
edited by
submission deadline 31 May 2026 | 2 articles | Viewed by 801 | Submission Open
Keywords: flexible statistical distributions; parametric modeling; skewness; kurtosis; simulation methods; estimation algorithms; non-normal data; statistical applications
(This special issue belongs to the Section D1: Probability and Statistics)
Applied Mathematics, Computing, and Machine Learning
edited by Zhongmei Yao
submission deadline 31 May 2026 | 1 articles | Viewed by 787 | Submission Open
Keywords: applied mathematics; machine learning; artificial intelligence; optimization algorithms; uncertainty quantification; ethical AI; explainable AI; computational neuroscience; quantum machine learning; error analysis; transparency of AI; fairness of AI; accountability of AI; applied machine learning
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Stochastic Processes: Theory, Simulation and Applications, 2nd Edition submission deadline 31 May 2026 | 1 articles | Viewed by 717 | Submission Open
Keywords: birth– death processes; computational methods for stochastic models; diffusion processes; first-passage-time problems; Gauss– Markov processes; Markov chains; neuronal modeling; population dynamics; probability theory; queueing systems; random walks; simulation of stochastic processes; stochastic models in biology; stochastic processes and applications; finite-velocity random motions; reliability theory; risk theory; stochastic methods for machine learning; stochastic processes governed by fractional equations
(This special issue belongs to the Section D1: Probability and Statistics)
Theory and Application of Algebraic Combinatorics, 2nd Edition
edited by , and Svetlana Topalova
submission deadline 31 May 2026 | 1 articles | Viewed by 692 | Submission Open
Keywords: orthogonal arrays; parallelisms of finite projective space; finite structures and codes; arcs in projective geometries; Hjelmslev geometries; automorphism groups; codes over finite chain rings; symmetric and alternative polynomials; finitely generated algebras; young tableau; code division multiple access systems
Advances in Numerical Computation and Mathematical Modelling for Mechanics and Dynamics in Geotechnical Engineering
edited by Jiadong Qiu, and He Liu
submission deadline 31 May 2026 | 1 articles | Viewed by 683 | Submission Open
Keywords: dynamic/static responses of rock-soil system; dynamic and static constitutive models; advanced numerical methods for dynamic and static analyses; nonlinear dynamics; multi-physical field numerical simulation; AI-driven rock dynamic/ static analysis; structural stability analysis; development and improvement of FEM/DEM
(This special issue belongs to the Section C2: Dynamical Systems)
Nonlinear Elliptic Partial Differential Equations: Theory, Computations, and Applications submission deadline 31 May 2026 | Viewed by 651 | Submission Open
Keywords: reaction diffusion equations; existence/multiplicity/uniqueness; regularity; stability; boundary value problems; nonlinear elliptic equations; numerical PDEs; convergence analysis
(This special issue belongs to the Section E: Applied Mathematics)
Computational Mechanics and Applied Mathematics, 2nd Edition
edited by
submission deadline 31 May 2026 | 1 articles | Viewed by 651 | Submission Open
Keywords: computational mechanics; structural analysis; numerical procedures and mathematical methods
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Augmented Control: Algorithms and Applications
edited by Lei Ma and
submission deadline 31 May 2026 | 1 articles | Viewed by 634 | Submission Open
Keywords: augmented control; AI-based control; adaptive systems; human– machine interaction; cyber– physical systems; autonomous robotics; Industry 4.0
(This special issue belongs to the Section E: Applied Mathematics)
Evolutionary Computation and Artificial Intelligence in Control and Robotic System
edited by
submission deadline 31 May 2026 | Viewed by 517 | Submission Open
Keywords: evolutionary computation; computational intelligence; intelligent control systems; intelligent robotics; machine intelligence; applied artificial intelligence; metaheuristic optimization; neuroevolution; reinforcement learning
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Advances in Neural Networks and Their Applications
edited by
submission deadline 31 May 2026 | 1 articles | Viewed by 502 | Submission Open
Keywords: multimodal learning; explainable AI; mathematical modeling; robustness and generalization; large language models (LLMs); deep learning architectures; reinforcement learning; transfer learning
(This special issue belongs to the Section E: Applied Mathematics)
Computational Methods for Numerical Linear Algebra
edited by Junjun Pan
submission deadline 31 May 2026 | 1 articles | Viewed by 496 | Submission Open
Keywords: eigenvalue problems; singular value decomposition; matrix/tensor factorization techniques; parallel and distributed computing approaches; quantum computing
(This special issue belongs to the Section C: Mathematical Analysis)
Recent Advances in Mathematical Epidemiology and Applications
edited by
submission deadline 31 May 2026 | Viewed by 471 | Submission Open
Keywords: mathematical epidemiology; infectious disease modeling; SEIR/SIR models; machine learning in epidemiology; LSTM/transformer models; epidemic forecasting; AI-augmented mathematical models; global mobility and disease spread; signal analysis; kinetic equation; deep learning
(This special issue belongs to the Section E3: Mathematical Biology)
Advances in Graph Theory, Combinatorics, and Applications submission deadline 31 May 2026 | Viewed by 458 | Submission Open
Keywords: graph theory; graph coloring; graph labeling; algebraic graph theory; structural graph theory; extremal graphs/digraphs; random graph theory; distance; topological indices; combinatorics; combinatorial theory; complex networks
(This special issue belongs to the Section A: Algebra and Logic)
Recent Advances in Portfolio Optimization and Investment Decision-Making
edited by
submission deadline 31 May 2026 | Viewed by 370 | Submission Open
Keywords: portfolio selection; investment decision-making; artificial intelligence; fuzzy optimization; uncertainty theory; return prediction; ESG investment
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Mathematical Modelling, Simulation, and Optimal Control in Epidemiology
edited by Kaiming Bi
submission deadline 31 May 2026 | Viewed by 352 | Submission Open
Keywords: evolutionary biology; complex systems biology; mathematical biophysics; infectious disease modeling; epidemic optimal control; simulation-based optimization
(This special issue belongs to the Section E3: Mathematical Biology)
Theory and Applications of Differential Equations and Dynamical Systems
edited by Bingwen Liu
submission deadline 31 May 2026 | Viewed by 347 | Submission Open
Keywords: differential equations; dynamical systems theory; ordinary differential equations; functional differential equations; reaction– diffusion equations; stochastic differential equations; fractional differential equations
(This special issue belongs to the Section C1: Difference and Differential Equations)
Statistics and Data Sciences
edited by and Jinze Yu
submission deadline 31 May 2026 | Viewed by 345 | Submission Open
Keywords: large vision models; multimodal image processing; 3D computer vision
(This special issue belongs to the Section D1: Probability and Statistics)
Statistical Techniques for Data Collection in the Era of Data Enrichment
edited by
submission deadline 31 May 2026 | 1 articles | Viewed by 331 | Submission Open
Keywords: sampling theory; design of experiments; subsampling and subdata selection; design-based causal inference; statistical inference accounting for data collection; case studies of special designs or survey problems
(This special issue belongs to the Section D1: Probability and Statistics)
Machine Learning and Its Applications
edited by and
submission deadline 31 May 2026 | Viewed by 306 | Submission Open
Keywords: machine learning; big data; artificial intelligence (AI); networks and high-dimensional data; nontraditional data; such as text
(This special issue belongs to the Section E5: Financial Mathematics)
Time Series and Forecasting with Applications in Economics, Finance and Beyond
edited by Pablo Pincheira
submission deadline 31 May 2026 | Viewed by 283 | Submission Open
Keywords: artificial intelligence; bayesian forecasting; climate forecasting; commodity prices; connectedness measures; copula methods; deep learning; efficiency adjustments; energy markets; electricity load forecasting; exchange rates; financial forecasting; forecast combinations; forecast evaluation; forecast metrics; forecast uncertainty; GARCH; high-dimensional forecasting; in-sample vs. out-of-sample; machine learning; macroeconomics; neural networks; renewable energy forecasting; simple versus complex forecasting models; state-space models; stock markets; volatility; weather forecasts
(This special issue belongs to the Section E5: Financial Mathematics)
Numerical Methods in Fluid Dynamics submission deadline 31 May 2026 | Viewed by 235 | Submission Open
Keywords: numerical methods; fluid dynamics; high-performance computing; machine learning; deep learning; artificial neural networks; design optimization
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Generative AI for Smarter UAVs: Enhancing Reinforcement Learning Decision-Making
edited by and Rahim Taheri
submission deadline 31 May 2026 | Viewed by 210 | Submission Open
Keywords: unmanned aerial vehicles (UAVs); diffusion models (DMs); reinforcement learning (RL); policy networks; synthetic data generation; data scarcity
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Effective Field Theories for Condensed Matter and Statistical Systems submission deadline 31 May 2026 | Viewed by 207 | Submission Open
Keywords: effective field theories; conformal field theories; bosonization; quantum hall effect; statistical mechanics models; quantum hydrodynamics; calogero– sutherland models
(This special issue belongs to the Section E4: Mathematical Physics)
Latest Advances in Intelligent Computing submission deadline 31 May 2026 | Viewed by 174 | Submission Open
Keywords: artificial intelligence; machine learning; deep learning; evolutionary algorithms; genetic programming; symbolic computation; explainable AI; intelligent data analysis; reinforcement learning; neuromorphic computing; optimization techniques; quantum computing; edge computing; IoT and AI integration; cybersecurity in intelligent computing
(This special issue belongs to the Section E: Applied Mathematics)
Advances in Control Systems and Automatic Control, 2nd Edition
edited by , and Rob Turnbull
submission deadline 31 May 2026 | Viewed by 170 | Submission Open
Keywords: proportional– derivative (PD); proportional– integral– derivative (PID); fuzzy logic; neural network; artificial intelligence; automation; control engineering; automatic fault detection
(This special issue belongs to the Section E: Applied Mathematics)
Information Security and Cloud Computing
edited by
submission deadline 31 May 2026 | Viewed by 163 | Submission Open
Keywords: information security; cloud computing; cybersecurity; data privacy; cryptography; access control; secure multi-tenancy; blockchain; virtualization security; intrusion detection; compliance
Applied Machine Learning and Soft Computing
edited by
submission deadline 31 May 2026 | Viewed by 163 | Submission Open
Keywords: machine learning; predictive models and analytics; prescriptive analytics; deep learning; deep reinforcement learning; hybrid models; ensemble models; soft computing; machine learning for big data; business intelligence; intelligent optimization; data-driven models; feature selection; preprocessing methods              
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Network Security in Artificial Intelligence Systems, 2nd Edition
edited by , Shoko Wakamiya, and
submission deadline 31 May 2026 | Viewed by 158 | Submission Open
Keywords: intrusion detection systems; decentralized AI systems; access control; cybersecurity; encryption; AI network security; machine learning; application of information security
(This special issue belongs to the Section E: Applied Mathematics)
Advanced Theoretical and Numerical Methods for Fractional Differential and Difference Equations
edited by
submission deadline 31 May 2026 | Viewed by 153 | Submission Open
Keywords: fractional; stability; numerical solutions; dynamical systems
(This special issue belongs to the Section C1: Difference and Differential Equations)
Mathematical Models and Data-Driven Algorithms for Solving Economic Problems submission deadline 31 May 2026 | Viewed by 141 | Submission Open
Keywords: algorithmic economics; hybrid modelling approaches; data-centric modelling; explainable AI in economics; adaptive market dynamics; sustainable decision algorithms; prescriptive analytics; real-time economic analytics
(This special issue belongs to the Section E5: Financial Mathematics)
Image Processing and Computer Vision
edited by and Henghui Ding
submission deadline 31 May 2026 | Viewed by 140 | Submission Open
Keywords: computer vision; image processing; low-level vision; high-level vision; representation learning; multimodal large language models (MLLMs); 3D vision; lightweight deep learning
(This special issue belongs to the Section E: Applied Mathematics)
Mathematical Foundations and Deep Learning Advances in Computer Vision and Image Analysis
edited by
submission deadline 31 May 2026 | Viewed by 132 | Submission Open
Keywords: convolutional neural network; manifold learning; geometric deep learning and explainable AI; information theory; optimization strategy; pattern recognition; object detection; image fusion                
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advances in Finite Element Modeling and Mathematical Optimization for Engineering
edited by
submission deadline 31 May 2026 | Viewed by 128 | Submission Open
Keywords: finite element modeling; mathematical optimization; multiscale mechanics; nonlinear analysis; surrogate modeling; digital twins; inverse problems; fracture and fatigue; topology optimization; structural reliability; damage mechanics        
(This special issue belongs to the Section E: Applied Mathematics)
Trends in Nonlinear Dynamic System Modeling
edited by
submission deadline 31 May 2026 | Viewed by 124 | Submission Open
Keywords: nonlinear dynamic systems; data-driven modeling; MIMO systems; system identification; machine learning for control; black-box modeling; gray-box modeling; neural network-based modeling; physics-informed learning; sparse system discovery; koopman operator theory; dynamic system learning; recurrent neural networks (RNNs); model predictive control (MPC); state-space modeling; time-series prediction; adaptive modeling; hybrid modeling approaches; control-oriented modeling; deep learning for systems
(This special issue belongs to the Section C2: Dynamical Systems)
Applied and Computational Mathematics in Aerospace Engineering
edited by
submission deadline 31 May 2026 | Viewed by 121 | Submission Open
Keywords: prognostics and health management; digital twin; condition monitoring; fault diagnosis; mission and maintenance optimization
(This special issue belongs to the Section E: Applied Mathematics)
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