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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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Advances in Computational Intelligence and Their Applications in Cybersecurity
edited by
submission deadline 15 Nov 2026 | 1 articles | Viewed by 474 | Submission Open
Keywords: computational intelligence; cybersecurity; intrusion detection systems; malware analysis; evolutionary computation; IoT security; adversarial attacks; network anomaly detection; bio-inspired computing
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advances in Neural Networks and Signal Processing with Applications
edited by
submission deadline 15 Nov 2026 | Viewed by 298 | Submission Open
Keywords: transformer models; hydra neural networks; encoder– decoder structures; convolutional neural networks; adaptive signal processing; compressed sensing; multiresolution analysis; self-supervised learning; reinforcement learning; optimization algorithms; multimodal signal processing; data fusion; medical diagnosis and healthcare monitoring; fault detection and condition monitoring; robust and noise-resilient learning; energy-efficient neural computing
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Applications of Nonlinear Diffusion Models and Deep Learning in Computer Vision
edited by
submission deadline 15 Nov 2026 | Viewed by 249 | Submission Open
Keywords: deep learning; nonlinear diffusion; image and video analysis; indexing and retrieval; image and video segmentation; image classification; object detection; recognition and tracking; action recognition; medical imaging
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Causal Machine Learning: Methods, Theory, and Applications
edited by
submission deadline 15 Nov 2026 | Viewed by 209 | Submission Open
Keywords: casual discovery; causal effect estimation; causal disentanglement; causal graphical model; identifiability; counterfactual reasoning; causal representation learning; deep causal models; causal generalization; causal world modeling; causal model selection; causal fairness; treatment effect estimation; causal benchmark construction; causal foundation models; neuro-symbolic causality
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Disruptive Innovations in Data Mining and Knowledge Discovery
edited by
submission deadline 15 Nov 2026 | Viewed by 205 | Submission Open
Keywords: mathematical data mining; statistical learning theory; optimization and metaheuristics for classification; preference learning and classification; explainable artificial intelligence; streaming and time-series analysis; graph mining and network analysis; quantum machine learning
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Application of Artificial Intelligence, Machine Learning and Data Science in Industrial and Medical Domains, 2nd Edition submission deadline 15 Nov 2026 | Viewed by 197 | Submission Open
Keywords: applied artificial intelligence; applied machine learning; data science; engineering applications of AI; generative AI; intelligent decision support systems; computer vision
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Computational Intelligence and Neuroscience
edited by Qing Li
submission deadline 15 Nov 2026 | Viewed by 195 | Submission Open
Keywords: computational intelligence; neuroscience; neural signal processing; neural decoding; brain– computer interfaces
(This special issue belongs to the Section E: Applied Mathematics)
Mathematical Foundations of Differential Privacy and Artificial Intelligence
edited by and Biao Qin
submission deadline 15 Nov 2026 | Viewed by 182 | Submission Open
Keywords: differential privacy; statistical data analysis; trade-off between privacy and utility; composition theorem
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Computational Intelligence for Intelligent Transportation Systems
edited by Jianbo Li
submission deadline 15 Nov 2026 | Viewed by 101 | Submission Open
Keywords: computational intelligence; deep learning for transportation; smart materials and sensors; intelligent infrastructure; sustainable urban mobility
(This special issue belongs to the Section E: Applied Mathematics)
Nonlinear Dynamics and Control: Challenges and Innovations
edited by
submission deadline 20 Nov 2026 | 5 articles | Viewed by 8204 | Submission Open
Keywords: complex dynamical system; nonlinear Dynamics; control theory; nonlinear systems
(This special issue belongs to the Section C2: Dynamical Systems)
Computer Vision, Image Processing Technologies and Machine Learning
edited by and Thittaporn Ganokratanaa
submission deadline 20 Nov 2026 | 2 articles | Viewed by 5323 | Submission Open
Keywords: computer vision; image processing; machine learning; deep learning; object detection; image enhancement; facial recognition; medical imaging; autonomous vehicles; real-time analysis; smart surveillance; video processing
(This special issue belongs to the Section E: Applied Mathematics)
Information-Induced Geometries in Statistics, Data Analysis, and Applied Research submission deadline 20 Nov 2026 | 2 articles | Viewed by 3066 | 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)
Computation, Modeling and Algorithms for Control Systems submission deadline 20 Nov 2026 | 1 articles | Viewed by 3044 | Submission Open
Keywords: perception and sensor fusion; path planning and navigation; robot kinematics and dynamics; control systems; edge artificial intelligence
(This special issue belongs to the Section C2: Dynamical Systems)
Advances in Hypercompositional Algebra and Its Fuzzifications
edited by
submission deadline 20 Nov 2026 | 3 articles | Viewed by 2799 | Submission Open
Keywords: hypergroup; fuzzy set; polygroup; Hv-structures; algebraic hyperstructure; semihypergroup; Hv-structures; fuzzy hyperstructure; fundamental relations; hypergraphs
(This special issue belongs to the Section A: Algebra and Logic)
Game Theory and Operations Research
edited by Jun Zhang
submission deadline 20 Nov 2026 | 1 articles | Viewed by 932 | Submission Open
Keywords: game theory; operations research; mechanism design; auction theory; cooperative games; non-cooperative games; optimization; decision theory; dynamic games; stochastic games; network games; multi-agent systems; matching markets; resource allocation; strategic interaction; mathematical programming; supply chain management; scheduling and logistics; algorithmic game theory; equilibrium analysis
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Knowledge-Enhanced Computational Intelligence for Complex Real-World Problems
edited by Chenyang Bu and
submission deadline 20 Nov 2026 | Viewed by 246 | Submission Open
Keywords: knowledge-augmented computational intelligence; neural-symbolic AI; physics-informed machine learning; domain knowledge integration; interpretable AI; constrained optimization; causal machine learning; human-in-the-loop systems
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Analytical and Numerical Methods for Nonlinear Oscillator Dynamics
edited by
submission deadline 20 Nov 2026 | Viewed by 166 | Submission Open
Keywords: nonlinear oscillators; numerical methods; analytic methods and approximate analytic solutions; bifurcation analysis; stability analysis; resonance phenomena; chaos and nonlinear vibrations
(This special issue belongs to the Section C2: Dynamical Systems)
Advances in Numerical Simulations of Fluid Flow, Heat Transfer, and Turbulence Modeling
edited by
submission deadline 20 Nov 2026 | Viewed by 137 | Submission Open
Keywords: numerical simulation; computational fluid dynamics; heat transfer modeling; turbulence modeling
(This special issue belongs to the Section E: Applied Mathematics)
Multi-Objective Optimization and Its Applications
edited by Mohammed Mustafa Rizvi
submission deadline 20 Nov 2026 | Viewed by 125 | Submission Open
Keywords: multiobjective optimisation; pareto efficiency; mathematical modelling; evolutionary algorithms; inventory optimization; production scheduling; optimal control; resource allocation
(This special issue belongs to the Section D: Statistics and Operational Research)
Mathematical Methods for Robotics, Vision, and Graphics
edited by Tie Liu
submission deadline 20 Nov 2026 | Viewed by 121 | Submission Open
Keywords: visual attention and saliency: mathematical modeling of attention mechanisms for efficient scene understanding; advanced image segmentation: innovative algorithms for semantic; instance; and panoptic segmentation in robotic environments; object detection and recognition: mathematical approaches for robust multi-category detection and long-tail recognition in dynamic settings; visual perception for embodied AI: vision-based learning; reasoning; and representation for autonomous agents; 3D vision and geometry: mathematical methods for point cloud processing; spatial mapping; and scene reconstruction; interactive sensing and graphics: mathematical frameworks for visual feedback during human– robot or agent– environment interactions
(This special issue belongs to the Section E: Applied Mathematics)
Mathematical Modeling of Multi-Modal Semantic Enhancement and Analysis in Medical Imaging
edited by and
submission deadline 20 Nov 2026 | Viewed by 62 | Submission Open
Keywords: multi-modal learning; medical image analysis; mathematical modeling; semantic enhancement; representation learning
(This special issue belongs to the Section E3: Mathematical Biology)
Applied Mathematical Methods in Financial and Quantitative Disciplines
edited by
submission deadline 25 Nov 2026 | Viewed by 171 | Submission Open
Keywords: applied mathematics; financial mathematics; quantitative finance; stochastic processes; option pricing; risk management; portfolio optimization; econometric modeling; machine learning in finance
(This special issue belongs to the Section E5: Financial Mathematics)
Artificial Intelligence and Optimization in Engineering Applications
edited by , Xiaolu Liu, Lining Xing and
submission deadline 30 Nov 2026 | 7 articles | Viewed by 18436 | Submission Open
Keywords: artificial intelligence; engineering applications; optimization techniques; manufacturing; energy management; transportation; supply chain management; space research; real-time decision making; data processing; automated systems
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Artificial Intelligence and Algorithms
edited by Fuhsing Wang
submission deadline 30 Nov 2026 | 5 articles | Viewed by 17794 | Submission Open
Keywords: machine learning; deep learning; neural networks; natural language processing; computer vision; adaptive learning systems; big data; algorithm optimization; cognitive computing
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematical Methods of Operational Research and Data Analytics in Operations Planning and Scheduling
edited by and
submission deadline 30 Nov 2026 | 6 articles | Viewed by 15109 | Submission Open
Keywords: planning; scheduling; models; frameworks; manufacturing; healthcare; transportation; logistics; supply chain; combinatorial optimization; computational complexity; design of algorithms; special cases; polynomial algorithms; exact methods; heuristic methods; metaheuristics; machine learning; artificial intelligence
(This special issue belongs to the Section E: Applied Mathematics)
Advances in Trustworthy and Robust Artificial Intelligence
edited by Chen Zhao and Minglai Shao
submission deadline 30 Nov 2026 | 4 articles | Viewed by 14720 | Submission Open
Keywords: trustworthy AI; robust machine learning; explainable AI (XAI); distribution shift; out-of-distribution detection; uncertainty quantification
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Computational Intelligence in Communication Networks
edited by Georgi Iliev
submission deadline 30 Nov 2026 | 4 articles | Viewed by 11233 | Submission Open
Keywords: intelligent algorithms for data collection and processing; intelligent methods for data analytics and security; intelligent algorithms for physical layer security; intelligent information transmission techniques; ML and AI for network monitoring and control; intelligent network protocols
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advances in Algorithm Theory and Computer Networks submission deadline 30 Nov 2026 | 1 articles | Viewed by 11219 | Submission Open
Keywords: algorithm theory; computer networks; machine learning in computer networks; distributed combinatorial optimization; algorithmic foundations of next-generation network architectures
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Econophysics, Financial Markets, and Artificial Intelligence
edited by
submission deadline 30 Nov 2026 | 2 articles | Viewed by 10779 | Submission Open
Keywords: econophysics; agent-based modeling; financial markets; machine learning; neural networks; reinforcement learning; market prediction; algorithmic trading; computational finance; nonlinear dynamics
(This special issue belongs to the Section E5: Financial Mathematics)
Mathematical Methods Applied in Artificial Intelligence and Multi-Agent Systems, 2nd Edition
edited by and
submission deadline 30 Nov 2026 | 5 articles | Viewed by 8149 | Submission Open
Keywords: machine learning; multi-agent systems and control; distributed optimization; robust and intelligent control; data-based model identification
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematical Method for Artificial Intelligence and Mobile Edge Computing
edited by and Yao Zhang
submission deadline 30 Nov 2026 | 3 articles | Viewed by 8084 | Submission Open
Keywords: artificial intelligence; mobile edge computing; deep-learning algorithm; framework design and optimization; networking architectures
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advances in Operations Research for Logistic and Operations Management of Supply Chain Management submission deadline 30 Nov 2026 | 4 articles | Viewed by 6610 | Submission Open
Keywords: heuristic and metaheuristic approaches for supply chain management and logistics; possibilistic approaches for supply chain management and logistics; viability of supply chain management; supply chain optimization and logistics management; robust approaches for supply chain management; resilient supply chain optimization; sustainable supply chains; green supply chains; agility supply chains in supply chain management; operations management in supply chains; sustainable vehicle routing problems; social aspects for vehicle routing problems; economic aspects of vehicle routing problems; resilient; robust; and stochastic vehicle routing problems          
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Advancements in Nonlinear Control Strategies
edited by
submission deadline 30 Nov 2026 | 3 articles | Viewed by 6607 | Submission Open
Keywords: nonlinear analysis; control theory; system dynamics; stability analysis; dynamic stability; nonlinear control; robust control; applications in engineering; intelligent control techniques; mathematical modeling; complex systems; uncertainties and disturbances
(This special issue belongs to the Section C2: Dynamical Systems)
Inverse Problems and Numerical Computation in Mathematical Physics
edited by Youjun Deng
submission deadline 30 Nov 2026 | 4 articles | Viewed by 6379 | Submission Open
Keywords: inverse problems; numerical computation; uniqueness and stability; iterative methods; optimization; regularization; deep learning
(This special issue belongs to the Section E4: Mathematical Physics)
Quantitative Analysis and Mathematical Modeling in Economics and Financial Decision-Making
edited by Kamer-Ainur Aivaz
submission deadline 30 Nov 2026 | 7 articles | Viewed by 6221 | Submission Open
Keywords: quantitative analysis; mathematical modeling; decision-making; economics; finance; sustainable economy; circular economy; risk modeling; predictive models; data science; digital transformation; innovation in economics; performance evaluation; financial governance; religious and cultural values; big data; interdisciplinarity
(This special issue belongs to the Section E5: Financial Mathematics)
Recent Advances in Scientific Computing & Applications submission deadline 30 Nov 2026 | 4 articles | Viewed by 5382 | Submission Open
Keywords: classical and quantum computing; classical and quantum computer interactions; application development technology; artificial intelligence; research methodology; dynamic control; evolutionary systems involved in dynamic systems; model finding; simulation and identification; algorithm synthesis; conceptual and theoretical frameworks
(This special issue belongs to the Section E: Applied Mathematics)
Advances in Nonlinear Differential Equations with Applications
edited by Wei-Chuan Wang and
submission deadline 30 Nov 2026 | 7 articles | Viewed by 5276 | Submission Open
Keywords: nonlinear differential equations; the existence result; the classification of solutions; applications in management
(This special issue belongs to the Section C1: Difference and Differential Equations)
Submanifolds in Metric Manifolds, 2nd Edition
edited by Cristina-Elena Hretcanu
submission deadline 30 Nov 2026 | 5 articles | Viewed by 5087 | Submission Open
Keywords: differentiable manifolds; Riemannian manifolds; Kaehlerian manifolds; Sasakian manifolds; metric spaces with differentiable structure; invariant (or holomorphic) submanifolds; anti-invariant (totally real) submanifolds; semi-invariant submanifolds; slant; semi (or hemi)-slant submanifolds; warped product (bi-warped; semi-slant; or hemi- slant warped product) submanifolds; totally geodesic; totally umbilical or minimal submanifolds
(This special issue belongs to the Section B: Geometry and Topology)
Mathematical Modeling and Intelligent Algorithms in Operations Research
edited by Álvaro García-Sánchez and
submission deadline 30 Nov 2026 | 1 articles | Viewed by 4809 | Submission Open
Keywords: mathematical programming; hybrid intelligent algorithms; simulation optimization; artificial intelligence; operations research; machine learning; reinforcement learning
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematical Applications in Electrical Engineering, 2nd Edition
edited by
submission deadline 30 Nov 2026 | 7 articles | Viewed by 4743 | Submission Open
Keywords: mathematics and computational techniques within electrical engineering; circuit theory; materials simulation; electromagnetic material characterization; finite element modeling
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Numerical Modeling and Mathematical Optimization in Structural Mechanics submission deadline 30 Nov 2026 | 2 articles | Viewed by 3953 | Submission Open
Keywords: numerical modeling; mathematical optimization; structural mechanics; finite element analysis; sustainable design; topology optimization; structural health monitoring; computational mechanics; nonlinear analysis; machine learning; stochastic modeling
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Artificial Intelligence Techniques in the Financial Services Industry submission deadline 30 Nov 2026 | 3 articles | Viewed by 3825 | Submission Open
Keywords: artificial intelligence (AI); machine learning (ML); swarm learning (SL); artificial neural networks (ANNs); supervised learning; unsupervised learning; reinforcement learning; deep learning; natural language processing (NLP); computer vision
(This special issue belongs to the Section E5: Financial Mathematics)
Fractional Order Systems and Its Applications submission deadline 30 Nov 2026 | 2 articles | Viewed by 3684 | Submission Open
Keywords: fractional calculus; fractional order modelling; fractional control; memory effects; non-integer dynamics; applications of fractional systems; system identification; robust control
(This special issue belongs to the Section E: Applied Mathematics)
Inverse Problems in Science and Engineering submission deadline 30 Nov 2026 | 5 articles | Viewed by 3672 | Submission Open
Keywords: material properties estimation; biology; biochemistry; bioengineering; and biomedicine; mathematics; inverse problems in geosciences; inverse problems in physics; imaging; novel inverse methods; computational inverse methods; artificial intelligence; finance
(This special issue belongs to the Section E: Applied Mathematics)
Partial Differential Equations in Applied Mathematics
edited by Oke Davies Davies Adeyemo
submission deadline 30 Nov 2026 | 2 articles | Viewed by 3468 | Submission Open
Keywords: lie group analysis and applications; Darboux and Bä cklund transform; Hirota bilinear technique; d-bar formalism; inverse scattering transforms; applied fluid problems; analytical methods; Riemann– Hilbert problems; Fokas approach; Hamiltonian theory
(This special issue belongs to the Section C1: Difference and Differential Equations)
Data Mining Algorithms and Mathematical Models for Social Network Analysis
edited by
submission deadline 30 Nov 2026 | 1 articles | Viewed by 3284 | Submission Open
Keywords: data mining algorithms; mathematical models; social network analysis; artificial intelligence
(This special issue belongs to the Section E1: Mathematics and Computer Science)
High-Order Numerical Methods and Computational Fluid Dynamics
edited by
submission deadline 30 Nov 2026 | 4 articles | Viewed by 2978 | Submission Open
Keywords: high-order numerical method; computational fluid dynamics; particle-based simulation method; neural network in CFD; numerical schemes and algorithms; high-order hydrodynamics
(This special issue belongs to the Section E4: Mathematical Physics)
Advanced Mathematical Approaches to Engineering and Computational Problems, 2nd Edition
edited by
submission deadline 30 Nov 2026 | 2 articles | Viewed by 2649 | Submission Open
Keywords: mathematics; statistics; advanced methodologies; meta-heuristics; artificial intelligence; deep learning; engineering problems; industrial problems; financial engineering problems; management problems; marketing problems; behavioral problems
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Recent Advances in Fractal and Fractional Calculus
edited by
submission deadline 30 Nov 2026 | 2 articles | Viewed by 2254 | Submission Open
Keywords: fractional calculus; fractional differential equations; fractional difference equations; multidimensional fractional calculus; fractal geometry
(This special issue belongs to the Section C1: Difference and Differential Equations)
Advanced Computational Intelligence for Complex Problems
edited by
submission deadline 30 Nov 2026 | 1 articles | Viewed by 2250 | Submission Open
Keywords: computational intelligence; evolutionary computation; fuzzy systems; machine learning; deep learning; deep neural networks; swarm intelligence; complex optimization; hybrid intelligent models; large language models; real-world applications
(This special issue belongs to the Section E1: Mathematics and Computer Science)
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