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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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Research on Computational Geometry and Computer Graphics
edited by Shiqing Xin
submission deadline 25 Nov 2025 | 2 articles | Viewed by 6813 | Submission Open
Keywords: computational geometry; computer graphics; geometric algorithms; shape optimization; geometric deep learning
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Causal Discovery and Its Applications
edited by
submission deadline 25 Nov 2025 | Viewed by 300 | Submission Open
Keywords: causal discovery; causal inference; independence test; conditional independence test; causality-inspired machine learning; causality-inspired bioinformatics
(This special issue belongs to the Section D1: Probability and Statistics)
Statistical Monitoring and AI Models
edited by and
submission deadline 27 Nov 2025 | 2 articles | Viewed by 9192 | Submission Open
Keywords: AI models for monitoring systems; Statistical Evaluation of AI models; Monitoring of AI models; Trustworthy AI metrics; Statistical monitoring and AI applications
(This special issue belongs to the Section D1: Probability and Statistics)
Statistical Modeling and Analysis in Medical Research
edited by Lazarus K. Mramba and Qihui Yang
submission deadline 27 Nov 2025 | 1 articles | Viewed by 1131 | Submission Open
Keywords: statistics; biostatistics; biometrics
(This special issue belongs to the Section D1: Probability and Statistics)
Deep Neural Networks: Theory, Algorithms and Applications
edited by , Vianey Guadalupe Cruz Sánchez and
submission deadline 30 Nov 2025 | 9 articles | Viewed by 26463 | Submission Open
Keywords: deep learning; convolutional neural networks; deep believe networks; deep reinforcement learning; generative adversarial networks; recursive neural networks; transformers
(This special issue belongs to the Section E: Applied Mathematics)
Advanced Applications of Mathematical Modeling and Optimization in Logistics and Manufacturing submission deadline 30 Nov 2025 | 11 articles | Viewed by 20997 | Submission Open
Keywords: mathematical programming; deep neural network; stochastic optimization; combinatorial optimization; digital supply chain twins; optimization of supply chain; heuristics and metaheuristics; robust optimization; forecasting; machine learning; optimization applications; high-performance computing; green supply chain; packing problems optimization; fuzzy systems; discrete event simulation; dynamic systems
(This special issue belongs to the Section E: Applied Mathematics)
Optimization and Simulation in Mechanical Engineering and Computer Aided Design submission deadline 30 Nov 2025 | 5 articles | Viewed by 18266 | Submission Open
Keywords: topology optimization; simulation and optimization; applied mathematics; parametric modelling; complex curves and surfaces; mechanical engineering processes; computer aided design and applications; artificial intelligence algorithms
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Theoretical and Applied Mathematics in Supply Chain Management
edited by
submission deadline 30 Nov 2025 | 9 articles | Viewed by 16859 | Submission Open
Keywords: LARG— lean; agile; resilient; and green; supply chain modelling and optimization; demand forecasting; inventory management; logistics and transportation; reverse and closed-loop supply chains; supply chain coordination
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Fuzzy Sets, Fuzzy Numbers, Fuzzy Modeling, and Their Applications in Management and Engineering, 2nd Edition submission deadline 30 Nov 2025 | 8 articles | Viewed by 13999 | Submission Open
Keywords: decision-making problem analysis; fuzzy sets theory; fuzzy MCDM; fuzzy logic
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Intelligent Optimization and Control Modeling in Power and Energy System
edited by Yuan Cao, Chunsheng Wang and Liqing Liao
submission deadline 30 Nov 2025 | 8 articles | Viewed by 12510 | Submission Open
Keywords: power and energy system; battery System; intelligent optimization; control algorithm; data-driven modeling; modeling and simulation technologies
(This special issue belongs to the Section E: Applied Mathematics)
Exploring Statistical Learning: Inference, Optimization, and Real-World Applications
edited by Carmela Iorio
submission deadline 30 Nov 2025 | 9 articles | Viewed by 11013 | Submission Open
Keywords: statistical learning; inference; optimization; real-world applications; data analysis; predictive modeling; machine learning; supervised learning; unsupervised learning; deep learning; computational statistics; model evaluation; decision-making; data-driven solutions
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advances in Statistical Methods with Applications
edited by Mohamed T. Madi and Mohammad Z. Raqab
submission deadline 30 Nov 2025 | 7 articles | Viewed by 10574 | Submission Open
Keywords: big data and analysis; machine learning; mathematical modelling; stochastic modeling; Monte Carlo simulations; measures of divergence and entropy; optimization models; Bayesian analysis; biostatistical applications; entropy and information measures
(This special issue belongs to the Section D1: Probability and Statistics)
Information Security and Image Processing
edited by and Ya-Fen Chang
submission deadline 30 Nov 2025 | 7 articles | Viewed by 10358 | Submission Open
Keywords: information security; cryptography; block chain; person re-identification; face forgery detection; image processing; privacy preserving; deep fake detection; steganography; watermarking; steganalysis; IoT security; wireless security; network security; medical image processing
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Financial Econometrics and Machine Learning
edited by Chihwa Kao and
submission deadline 30 Nov 2025 | 6 articles | Viewed by 9509 | Submission Open
Keywords: machine learning; financial econometrics; asset pricing models; portfolio optimization; volatility modeling; investment decision-making; derivatives; risk management; credit analysis; financial forecasting; model validation; robustness; random matrix theory
(This special issue belongs to the Section E5: Financial Mathematics)
Mathematical Methods and Operation Research in Planning, Scheduling and Supply Chain Operations Management
edited by Daniel A. Rossit and
submission deadline 30 Nov 2025 | 5 articles | Viewed by 9082 | Submission Open
Keywords: operations research; production planning; supply chain; optimization; operations Management; decision making
(This special issue belongs to the Section E: Applied Mathematics)
Computational Intelligence and Evolutionary Algorithms
edited by Mohammadhassan Tayaraninajaran
submission deadline 30 Nov 2025 | 2 articles | Viewed by 8917 | Submission Open
Keywords: machine learning; neural networks; deep learning; fuzzy systems; evolutionary algorithms; swarm intelligence; decision making
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advanced Numerical and Computational Methods for Engineering and Applied Mathematical Problems, 2nd Edition submission deadline 30 Nov 2025 | 6 articles | Viewed by 8645 | Submission Open
Keywords: numerical methods; computational methods; machine learning; differential equations; inverse problems; engineering problems; computational mechanics; mathematical problems; coupled problems; numerical simulations; meshfree methods; finite element methods; radial basis functions methods; multiscale material modeling; machine learning methods; structural dynamics; material modelling; computational mechanics; fluid-structure interaction
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Special Functions with Applications
edited by
submission deadline 30 Nov 2025 | 5 articles | Viewed by 8335 | Submission Open
Keywords: special functions; Airy function; Bessel function; Fresnel; Hankel; Kelvin; Lambert; Mathieu; etc.; functions; hypergeometric functions; orthogonal polynomials Functions relating to the gamma function (fractional calculus functions); differential equations; integral transforms; mathematical physics computational methods; quantum mechanics; signal processing; fluid dynamics; statistical mechanics; applied mathematics; numerical techniques
Mathematical Modelling and Optimization of Service Supply Chain, 2nd Edition
edited by
submission deadline 30 Nov 2025 | 5 articles | Viewed by 8066 | Submission Open
Keywords: supply chain; service science; mathematical modeling; optimization; complex system; game theory; mathematical and numerical analysis of networks; operations management
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Knowledge- and Learning-Driven Meta-Heuristics for Addressing Complex Optimization and Scheduling Problems
edited by Yaping Fu, , and Ponnuthurai Nagaratnam Suganthan
submission deadline 30 Nov 2025 | 5 articles | Viewed by 7741 | Submission Open
Keywords: swarm intelligence; evolutionary algorithms; multi-objective and multi-task optimization; meta-heuristic algorithms; dynamic optimization; machine learning; production scheduling; energy-efficiency scheduling; heath care center scheduling and routing optimization; traffic signal control; optimization; and scheduling; vehicle routing problems; port planning and scheduling; unmanned vehicles/unmanned surface vessels task assignment and routing planning; project; grid/cloud; and smart city/building scheduling; sustainability and green scheduling; emerging real-world combinatorial optimization
(This special issue belongs to the Section E: Applied Mathematics)
Mathematical Modeling and Simulation of Oscillatory Phenomena, 2nd Edition submission deadline 30 Nov 2025 | 7 articles | Viewed by 7473 | Submission Open
Keywords: mathematical model; oscillation; dynamical system; delay
(This special issue belongs to the Section C2: Dynamical Systems)
Econophysics, Financial Markets, and Artificial Intelligence
edited by
submission deadline 30 Nov 2025 | 2 articles | Viewed by 7434 | 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)
System Reliability and Quality Management in Industrial Engineering, 2nd Edition
edited by Xian Zhao and
submission deadline 30 Nov 2025 | 4 articles | Viewed by 5516 | Submission Open
Keywords: system reliability; reliability modeling; reliability analysis; maintenance policy; operation policy; quality management; quality control; stochastic models; Markov and semi-Markov models
(This special issue belongs to the Section D1: Probability and Statistics)
Chaos Theory and Complexity
edited by Efthymia Meletlidou
submission deadline 30 Nov 2025 | 4 articles | Viewed by 5290 | Submission Open
Keywords: chaos; dynamical system; complexity; nonlinear dynamics
(This special issue belongs to the Section E4: Mathematical Physics)
Advancements in Applied Mathematics for Economic Data Analytics: Models, Methods, and Applications
edited by Alessandro Mazzoccoli, and
submission deadline 30 Nov 2025 | 3 articles | Viewed by 4000 | Submission Open
Keywords: mathematical models; applied mathematics; mathematical models for economics; mathematical models for finance; data analysis; forecasting; differential equations; stochastic differential equations; dynamical systems
(This special issue belongs to the Section E5: Financial Mathematics)
Applied Mathematical Modeling in Oncology
edited by , Souvik Roy and Hristo V. Kojouharov
submission deadline 30 Nov 2025 | 3 articles | Viewed by 3654 | Submission Open
Keywords: mathematical modeling; pharmacokinetics; pharmacodynamics; stochastic; differential equations
(This special issue belongs to the Section E3: Mathematical Biology)
Mathematical Logic and Foundations of Mathematics submission deadline 30 Nov 2025 | 3 articles | Viewed by 3524 | Submission Open
Keywords: set theory; alternative axioms; consistency; primitive recursive arithmetic; set with atoms; axiom of choice; finitely supported sets; logic in computer science; applications of logic
(This special issue belongs to the Section E: Applied Mathematics)
Variational Problems and Applications, 3rd Edition
edited by
submission deadline 30 Nov 2025 | 3 articles | Viewed by 2651 | Submission Open
Keywords: optimization problems; optimal control; variational problems; well-posedness; partial differential equations; generalized convexity; dynamical systems
(This special issue belongs to the Section C2: Dynamical Systems)
Advanced Numerical Linear Algebra
edited by , and
submission deadline 30 Nov 2025 | 2 articles | Viewed by 2546 | Submission Open
Keywords: eigenvalues; SVD; matrix equations; quaternion matrix; generalized inverse
(This special issue belongs to the Section A: Algebra and Logic)
Advanced Research in Mathematical Economics and Financial Modelling, 2nd Edition submission deadline 30 Nov 2025 | 3 articles | Viewed by 2396 | Submission Open
Keywords: mathematical economics; financial modelling; financial engineering; structural equation modelling; spatial statistics and econometrics; stochastic optimization; measurement; network analysis and sampling techniques
(This special issue belongs to the Section E5: Financial Mathematics)
AI Advances in Edge Computing
edited by Qun Wang
submission deadline 30 Nov 2025 | 1 articles | Viewed by 2384 | Submission Open
Keywords: edge AI; GenAI security; sparsity pruning; network compression; convolutional neural networks; edge computing; large language models; mixed sparsity
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advances in Computational Electromagnetics and Its Applications
edited by and
submission deadline 30 Nov 2025 | 1 articles | Viewed by 2127 | Submission Open
Keywords: electromagnetics; simulation; multi-field coupling; artificial intelligence
(This special issue belongs to the Section E: Applied Mathematics)
Research and Applications of Neural Networks and Fuzzy Logic submission deadline 30 Nov 2025 | 1 articles | Viewed by 2044 | Submission Open
Keywords: neural networks; fuzzy logic; neuro-fuzzy systems; explainable AI; optimal neural network architectures; artificial intelligence
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Dynamical System and Stochastic Analysis, 2nd Edition
edited by and
submission deadline 30 Nov 2025 | 1 articles | Viewed by 1864 | Submission Open
Keywords: random structures; parameters and noises; stochastic systems; control theory and applications; estimation; fault diagnosis; prognostics; optimization; applied mathematics; control engineering; signal processing; numerical simulation; finite element analysis
(This special issue belongs to the Section C1: Difference and Differential Equations)
Linear Elliptic PDEs
edited by and Falko Baustian
submission deadline 30 Nov 2025 | 1 articles | Viewed by 1747 | Submission Open
Keywords: linear elliptic PDEs; regularity theory; eigenvalue problems; numerical analysis of PDE algorithms; machine learning for PDEs; quantum algorithms for PDEs
(This special issue belongs to the Section C1: Difference and Differential Equations)
Mathematical Modelling and Applied Statistics submission deadline 30 Nov 2025 | 1 articles | Viewed by 1745 | Submission Open
Keywords: mathematical modeling; applied statistics; interdisciplinary applications
(This special issue belongs to the Section D1: Probability and Statistics)
Optimization and Path Planning of Robotics
edited by
submission deadline 30 Nov 2025 | 1 articles | Viewed by 1474 | Submission Open
Keywords: optimization; path planning; collision avoidance; computational geometry; simulation
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Theoretical Methods and Applications of the Large Language Models
edited by Chengqing Zong
submission deadline 30 Nov 2025 | 1 articles | Viewed by 1422 | Submission Open
Keywords: natural language processing; computational linguistics; large language models; language modeling; natural language generation; text mining
Deep Learning and Machine Learning Mathematical Models for Computer Assisted Diagnostic Systems, 2nd Edition submission deadline 30 Nov 2025 | Viewed by 1235 | Submission Open
Keywords: deep learning; machine learning; artificial intelligence; fault diagnosis; damage diagnosis; disease diagnosis; medical decision making; real-time diagnostics
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Nonlinear Dynamics and Stochastic Modeling of Complex Systems
edited by Thomas M Michelitsch and Alejandro Pérez Riascos
submission deadline 30 Nov 2025 | 1 articles | Viewed by 1196 | 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)
Computational Intelligence and Human–Computer Interaction: Modern Methods and Applications, 3rd Edition submission deadline 30 Nov 2025 | 1 articles | Viewed by 1072 | 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)
Mathematical Modeling in Population Dynamics
edited by Deeptajyoti Sen
submission deadline 30 Nov 2025 | Viewed by 978 | Submission Open
Keywords: population dynamics; evolutionary modelling; spatial dynamics; agent-based models; mathematical epidemiology; dynamical systems
(This special issue belongs to the Section C2: Dynamical Systems)
Evolutionary Computation, Optimization, and Their Applications
edited by , Bingchuan Wang, Zhiming Dong and Shaolong Shi
submission deadline 30 Nov 2025 | 1 articles | Viewed by 900 | Submission Open
Keywords: evolutionary computation; optimization algorithms; multiobjective optimization; large-scale systems; AI-driven applications
(This special issue belongs to the Section E: Applied Mathematics)
Artificial Intelligence and Optimization Techniques for Wireless Sensor Networks submission deadline 30 Nov 2025 | 1 articles | Viewed by 877 | Submission Open
Keywords: wireless sensor networks; sensor deployment and coverage; target tracking and localization; sensor fusion and data aggregation; sensor calibration; fault detection and predictive maintenance; energy efficiency and network management; scalability of WSN
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Parallel, Distributed Computing and Computational Mathematics
edited by
submission deadline 30 Nov 2025 | 1 articles | Viewed by 758 | Submission Open
Keywords: parallel computing; distributed computing; computational mathematics; high-performance computing; parallel numerical algorithms; performance optimization; algorithmic complexity; applied mathematics; algorithm design and analysis
(This special issue belongs to the Section E: Applied Mathematics)
Applications of Differential Equations and Mathematical Modelling in Mathematical Biology submission deadline 30 Nov 2025 | 1 articles | Viewed by 729 | Submission Open
Keywords: differential equations; mathematical biology; nonlinear models
(This special issue belongs to the Section E3: Mathematical Biology)
Theory and Application of Algebraic Combinatorics, 2nd Edition
edited by , and Svetlana Topalova
submission deadline 30 Nov 2025 | 1 articles | Viewed by 626 | 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
Recent Developments and Applications of Numerical Methods in Computational Fluid Dynamics
edited by Jia Liu and Mengying Xiao
submission deadline 30 Nov 2025 | Viewed by 600 | Submission Open
Keywords: computational fluid dynamics; Anderson acceleration; preconditioning techniques; finite element method; finite difference; finite volume method; discontinuous Galerkin; domain decomposition
(This special issue belongs to the Section E: Applied Mathematics)
Mathematical Modeling for Dynamics, Simulation and Control of Robotic and Industrial Systems submission deadline 30 Nov 2025 | 1 articles | Viewed by 533 | Submission Open
Keywords: robotics; nonlinear dynamics; adaptive control; optimal control; distributed control; artificial intelligence; machine learning; design of physical systems; mechanical and electrical interactions of system components; mathematical modeling; dynamic behavior; system response analysis; numerical simulation; pattern recognition; computer vision
(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 Nov 2025 | Viewed by 403 | Submission Open
Keywords: Bayesian analysis; Bayesian estimation; statistics; probability
(This special issue belongs to the Section D1: Probability and Statistics)
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