Special Issues

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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Operations and Supply Chain Management with the Application of Mathematical Models submission deadline 31 May 2025 | 12 articles | Viewed by 26939 | Submission Open
Keywords: operations and supply chain; dual channel; supply chain financing; simulation optimization; data driven; supplier management; supply chain ordination; risk management; healthcare; robust and resilient
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Big Data Mining and Analytics with Applications
edited by and
submission deadline 31 May 2025 | 9 articles | Viewed by 19969 | Submission Open
Keywords: big data; data analytics; statistical techniques; data fusion; data classification; data extraction; cluster analysis; data mining; machine learning; time series; social network analysis; big data applications
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematical Computation in Knowledge Graph: Theories, Techniques, and Applications submission deadline 31 May 2025 | 4 articles | Viewed by 19219 | Submission Open
Keywords: mathematics and knowledge graph; knowledge graph construction; knowledge graph alignment; knowledge graph reasoning; knowledge graph querying; knowledge graph embedding; multimodal knowledge graph; multilingual knowledge graph; nlp and knowledge graph; data mining and knowledge graph; machine learning on graphs; question answering on knowledge graph; semantic search; ontology engineering; linked open data; knowledge graph applications in medicine; law; security; and smart grid
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Modeling and Simulation in Engineering, 3rd Edition submission deadline 31 May 2025 | 8 articles | Viewed by 18124 | Submission Open
Keywords: simulation software; numerical solutions of multi-physics problems; advanced designing methods; models and analysis of electromagnetic devices; design of experiments and measurement techniques
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Application of Artificial Intelligence in Decision Making submission deadline 31 May 2025 | 10 articles | Viewed by 15997 | Submission Open
Keywords: advanced artificial intelligence; image processing; social network analysis; routing algorithms; decision-making; optimization; Internet of Things (IoT); cyber– physical systems (CPS); intelligent transportation systems (ITS); big data analysis; deep learning; neural networks; fuzzy systems; distributed AI systems; decision-support systems; expert systems; pattern recognition; speech recognition; fault detection
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Artificial Intelligence for Fluid Mechanics
edited by Andreas Lintermann and Guillaume Houzeaux
submission deadline 31 May 2025 | 6 articles | Viewed by 13527 | Submission Open
Keywords: artificial intelligence; machine learning; deep learning; physics-informed neural networks; unsupervised learning; fluid mechanics; computational fluid dynamics; simulation; experimental fluid mechanics; high-performance computing
(This special issue belongs to the Section E: Applied Mathematics)
Advances in Financial Mathematics and Risk Management
edited by , Piluso Fabio, Jaime Gil Lafuente and
submission deadline 31 May 2025 | 6 articles | Viewed by 13480 | Submission Open
Keywords: artificial intelligence; risk management; portfolio optimization; machine learning; decision making
(This special issue belongs to the Section E5: Financial Mathematics)
Mathematical Modelling and Optimization for Sustainable Operations Management submission deadline 31 May 2025 | 6 articles | Viewed by 13386 | Submission Open
Keywords: mathematical programming; multicriteria optimization; dynamic programming and optimization; stochastic programming and optimization; game theory; sustainable operations research; green logistics and transportation
(This special issue belongs to the Section D: Statistics and Operational Research)
Advanced Statistical Applications in Financial Econometrics
edited by and
submission deadline 31 May 2025 | 9 articles | Viewed by 12681 | Submission Open
Keywords: financial econometrics; risk analysis; financial contagion analysis; change-point analysis; regime-switching modeling; portfolio optimization; asset allocation; machine learning; stochastic process models; Markov chain/process
(This special issue belongs to the Section E5: Financial Mathematics)
Algebra and Discrete Mathematics, 4th Edition
edited by
submission deadline 31 May 2025 | 9 articles | Viewed by 12014 | Submission Open
Keywords: algebra and its applications; linear algebra and its applications; discrete mathematics; BCK algebras and related algebraic systems; (intuitionistic) fuzzy theory and applications; soft matrix theory and applications; (intuitionistic) fuzzy soft matrix theory and applications; neutrosophic soft matrix theory and applications; neutrosophic fuzzy matrix theory and applications; rough matrix theory and applications; fuzzy soft rough matrix theory and applications
(This special issue belongs to the Section A: Algebra and Logic)
Mathematical Applications in Industrial Engineering submission deadline 31 May 2025 | 8 articles | Viewed by 11935 | Submission Open
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Multiscale Modeling in Engineering and Mechanics: From Microscopic to Macroscopic Mechanical Modeling
edited by , , and Chengyong Cao
submission deadline 31 May 2025 | 10 articles | Viewed by 11692 | Submission Open
Keywords: multiscale modeling; mathematical connections; computational methods; data-driven approaches; artificial intelligence
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Object Detection: Algorithms, Computations and Practices
edited by and
submission deadline 31 May 2025 | 6 articles | Viewed by 10315 | Submission Open
Keywords: mathematics and knowledge graph; knowledge graph construction; knowledge graph alignment; knowledge graph reasoning; knowledge graph querying; knowledge graph embedding; multimodal knowledge graph; multilingual knowledge graph; nlp and knowledge graph; data mining and knowledge graph; machine learning on graphs; question answering on knowledge graph; semantic search; ontology engineering; linked open data; knowledge graph applications in medicine; law; security; and smart grid
(This special issue belongs to the Section E: Applied Mathematics)
Recent Advances in Machine Learning Methods for Mechanical Engineering submission deadline 31 May 2025 | 5 articles | Viewed by 7885 | Submission Open
Keywords: design; manufacturing; constitutive modeling of materials; system reliability; structural reliability; condition monitoring; structural health monitoring; computational mechanics; robotics; design of experiments; Industry 4.0; deep learning; machine learning; artificial intelligence
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Advances in Bio-Dynamics and Applications
edited by Benjamin Ambrosio
submission deadline 31 May 2025 | 5 articles | Viewed by 7554 | Submission Open
Keywords: dynamical systems; partial differential equations; ordinary differential equations; networks; complex systems; life sciences; neuroscience; epidemiology; ecosystems; bio-dynamics; stochastics
(This special issue belongs to the Section C2: Dynamical Systems)
Mathematical Modeling and Simulation in Mechanics and Dynamic Systems, 3rd Edition submission deadline 31 May 2025 | 4 articles | Viewed by 7450 | Submission Open
Keywords: dynamic systems; modelling of nonlinearities; algorithm; computer simulation; finite elements method
(This special issue belongs to the Section C2: Dynamical Systems)
Heuristic Optimization and Machine Learning submission deadline 31 May 2025 | 4 articles | Viewed by 7293 | Submission Open
Keywords: heuristic optimization;; metaheuristics;; machine learning;; deep learning;; reinforcement learning;; neuro-evolution;; learnheuristics;; evolutionary algorithms;; global optimization;; combinatorial optimization
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Data-Driven Decision Making: Models, Methods and Applications, 2nd Edition
edited by , and Tao Wen
submission deadline 31 May 2025 | 8 articles | Viewed by 7070 | Submission Open
Keywords: decision making; decision support; data-driven modelling; group decision making; preference relations; knowledge representation; evidential reasoning; rule-based system; interpretable artificial intelligence; social network
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Chaotic Systems and Their Applications, 2nd Edition
edited by and
submission deadline 31 May 2025 | 5 articles | Viewed by 6396 | Submission Open
(This special issue belongs to the Section C2: Dynamical Systems)
Geometric Function Theory and Applications―Festschrift for Grigore-Stefan Salagean's 75th Birthday submission deadline 31 May 2025 | 4 articles | Viewed by 4814 | Submission Open
Keywords: geometric function theory; complex analysis; special functions
(This special issue belongs to the Section B: Geometry and Topology)
Application of Advanced Computing and Artificial Intelligence in Engineering and Science, 2nd Edition submission deadline 31 May 2025 | 2 articles | Viewed by 4806 | Submission Open
Keywords: machine learning; reasoning and knowledge representation; heuristic search; natural language processing; computer vision; multi-agent systems; high-performance; edge; fog and cloud computing; bio- and nature-inspired computing
(This special issue belongs to the Section E: Applied Mathematics)
Advances in Statistical Analysis and Applications in Engineering
edited by
submission deadline 31 May 2025 | 2 articles | Viewed by 4103 | Submission Open
Keywords: basic statistical analysis; data stream; graphical methods; linear models; machine learning; multivariate analysis; networks; nonparametric methods
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Advances in Intelligent Computing, Machine Learning and Pattern Recognition
edited by Hwei Jen Lin and Ching-Ting Tu
submission deadline 31 May 2025 | 4 articles | Viewed by 3302 | Submission Open
Keywords: neural networks; convolutional networks; deep learning; big data analytics; computational intelligence; clustering algorithms; applied mathematics; matrix theory; evolutionary computing; optimization algorithms
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Computational Intelligence Algorithms in Economics and Finance submission deadline 31 May 2025 | 1 articles | Viewed by 3176 | Submission Open
Keywords: computational intelligence; machine learning; deep learning; data analytics; business analytics; risk analysis; ML applications in economics and finance
(This special issue belongs to the Section E5: Financial Mathematics)
Healthcare Data Analytics Using AI
edited by , and Long Nguyen
submission deadline 31 May 2025 | 1 articles | Viewed by 2277 | Submission Open
Keywords: health information retrieval; machine learning; big data analytics; natural language processing; deep learning
(This special issue belongs to the Section D1: Probability and Statistics)
Computational Intelligence in Addressing Data Heterogeneity
edited by
submission deadline 31 May 2025 | 2 articles | Viewed by 2238 | Submission Open
Keywords: robust machine learning; robust optimization; curse of dimensionality; uncertainty quantification
(This special issue belongs to the Section E: Applied Mathematics)
Methodology and Application in Computational Statistics and Data Science
edited by Wenbo Wu and
submission deadline 31 May 2025 | 2 articles | Viewed by 2057 | Submission Open
Keywords: statistical computing; big data; high-dimensional statistics; dimension reduction; feature screening; variable selection; sampling
(This special issue belongs to the Section D1: Probability and Statistics)
Advanced Guidance and Control of Flight Vehicle: Theory and Application, 2nd Edition submission deadline 31 May 2025 | 1 articles | Viewed by 1953 | Submission Open
(This special issue belongs to the Section C2: Dynamical Systems)
Modeling, Identification and Control of Biological Systems
edited by Alessandro Borri and
submission deadline 31 May 2025 | 3 articles | Viewed by 1900 | Submission Open
Keywords: mathematical modeling of biological systems; mathematical physics; computational biology and medicine; system identification and filtering; optimal control and game theory; systems biology; dynamical systems; mathematical oncology; epidemic modeling; structured population models; biochemical networks
(This special issue belongs to the Section E3: Mathematical Biology)
Stochastic Processes and Its Applications submission deadline 31 May 2025 | 2 articles | Viewed by 1866 | Submission Open
Keywords: stochastic processes and their applications; computational probability; time series analysis
(This special issue belongs to the Section D1: Probability and Statistics)
Applications of Time Series Analysis
edited by
submission deadline 31 May 2025 | 3 articles | Viewed by 1801 | Submission Open
Keywords: time series models; ARMA model; ARCH model; leverage; long memory; nonlinear time series; forecasting methods; portmanteau tests; autocorrelation function; time-varying parameters; machine learning models; neural networks; temporal data mining; cryptocurrency analysis
(This special issue belongs to the Section D1: Probability and Statistics)
Current Topics in Evolutionary Computation and Multi-Objective Optimization
edited by Wenhua Li and Kaiwen Li
submission deadline 31 May 2025 | 3 articles | Viewed by 1632 | Submission Open
Keywords: evolutionary algorithms; multi-objective optimization; optimization techniques; theoretical analysis; real-world applications
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Partial Differential Equations with Applications: Analytical Methods, 2nd Edition submission deadline 31 May 2025 | 1 articles | Viewed by 1527 | Submission Open
Keywords: partial differential equations; ordinary differential equations; mathematical model; analytical solutions; solution techniques; Lie symmetries; conservation laws; symmetry methods; Painlevé properties; Painlevé test
(This special issue belongs to the Section C1: Difference and Differential Equations)
AI Security and Edge Computing in Distributed Edge Systems
edited by Kongyang Chen, Hongyang Yan and Yatie Xiao
submission deadline 31 May 2025 | 1 articles | Viewed by 1434 | Submission Open
Keywords: edge computing; artificial intelligence; AI security; distributed systems; privacy preservation; machine learning; distributed learning; federated learning; edge-to-cloud communication; large-language model
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Application of Mathematical Method and Models in Dynamic System, 2nd Edition
edited by
submission deadline 31 May 2025 | 2 articles | Viewed by 1302 | Submission Open
Keywords: mathematical models; dynamic systems; bifurcations; chaotic behavior; controllability; integrability; numerical methods; numerical simulations; stability
(This special issue belongs to the Section C2: Dynamical Systems)
Advances in Decision Making, Control, and Optimization
edited by Chuangchuang Sun
submission deadline 31 May 2025 | 1 articles | Viewed by 1230 | Submission Open
Keywords: dynamic programming and reinforcement learning; robust; adaptive; and uncertainty-aware decision-making and control; machine learning and artificial intelligence in decision-making; learning to optimize; including combinational and nonconvex optimization; large-scale optimization; differentiable optimization; including nonconvex and bilevel; learning-based control; ensemble control with fast adaptation; DEMACO with humans in the loop; safety-critical decision-making and control; casual decision-making; multiagent systems
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Computational Statistics, Data Analysis and Applications
edited by Shanshan Wang
submission deadline 31 May 2025 | 1 articles | Viewed by 1128 | Submission Open
Keywords: statistical models and algorithms; renewable estimation; data visualization; complex data analytics; machine learning; data analysis and applications; computational statistics; forecasting and time series analysis; censored data analysis and applications
(This special issue belongs to the Section D1: Probability and Statistics)
Advances in Decision Analysis and Optimization Methods
edited by
submission deadline 31 May 2025 | 1 articles | Viewed by 1045 | Submission Open
Keywords: complex system; human-machine collaborative decision-making; large-scale group decision-making; fuzzy multi-attribute decision-making; intelligent decision technology; uncertainty optimization; combination optimization; project cluster optimization; hybrid enhanced intelligence; evidence reasoning decision-making; complex networks decision-making
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Uncertainty Theory and Applications
edited by Zhe Liu and
submission deadline 31 May 2025 | 1 articles | Viewed by 972 | Submission Open
Keywords: uncertainty theory; uncertain differential equations; reliability; fuzzy logic; Bayesian statistics; decision-making; multi-agent; uncertainty theory; uncertain dynamic systems; uncertain statistics; uncertain programming; uncertain logic; uncertain differential equation; uncertain inference
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Advances and Applications for Data-Driven/Model-Free Control
edited by and
submission deadline 31 May 2025 | 1 articles | Viewed by 833 | Submission Open
Keywords: data-driven control; model free adaptive control; discrete-time systems; dynamic linearization; pseudo-partial derivative
(This special issue belongs to the Section E: Applied Mathematics)
Mathematical Methods in Pattern Recognition and Image Analysis
edited by , , and Amadou Tidjani Sanda Mahama
submission deadline 31 May 2025 | Viewed by 743 | Submission Open
Keywords: mathematical methods; pattern recognition; image analysis; image processing; data analysis; classification; segmentation; statistical modeling; signal processing; character recognition; face recognition; speech recognition; machine learning; artificial intelligence; computer vision; high-dimensional data analysis; real-time processing; time-series analysis
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Codes, Designs, Cryptography and Optimization, 3rd Edition
edited by
submission deadline 31 May 2025 | 1 articles | Viewed by 517 | Submission Open
Keywords: association schemes; block design; cryptosystems; difference sets; Hadamard matrices; Latin squares; lattices; matroids; networks; orthogonal arrays
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Differential Equations in Decision Making submission deadline 31 May 2025 | Viewed by 517 | Submission Open
Keywords: actuarial science; big data; decision making; data science; differential equations; mathematical biology; mathematical modeling; medical decision making; numerical analysis; optimization; predictability; statistical learning
(This special issue belongs to the Section C1: Difference and Differential Equations)
Neuro Cognitive and Knowledge Driven Natural Language Processing (NLP) in the Large Language Model (LLM) Era
edited by Yunfei Long
submission deadline 31 May 2025 | Viewed by 477 | Submission Open
Keywords: neuro-cognitive NLP; knowledge-driven NLP; large language models; information extraction; information retrieval; sentiment analysis; machine translation; text summarization; dialogue systems; contextual understanding; semantic analysis; cognitive modeling; human-like interaction
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Research and Applications of Neural Networks and Fuzzy Logic submission deadline 31 May 2025 | Viewed by 438 | 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)
Artificial Intelligence Techniques in the Financial Services Industry submission deadline 31 May 2025 | Viewed by 423 | 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)
Applied Mathematics, Computing and Machine Learning submission deadline 31 May 2025 | Viewed by 408 | Submission Open
Keywords: Industry 4.0; Industry 5.0; IoT; machine learning; deep learning; blockchain; supply chain management; dependability; trusted computing; decision making; multi-criteria
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Contemporary Bayesian Analysis: Methods and Applications
edited by Nuttanan Wichitaksorn and Mengheng Li
submission deadline 31 May 2025 | Viewed by 329 | Submission Open
Keywords: Bayesian analysis; econometrics and statistics; time series analysis and forecasting; Bayesian applications; Bayesian machine learning
(This special issue belongs to the Section D1: Probability and Statistics)
Statistics and Machine Learning in Mathematical Sciences
edited by Hailiang Du
submission deadline 31 May 2025 | Viewed by 283 | Submission Open
Keywords: statistical methods; machine learning; applied mathematics; data analysis; deep learning; uncertainty quantification; statistical inference; Bayesian methods
(This special issue belongs to the Section E: Applied Mathematics)
Mathematical Methods for Security and Infrastructure Protection
edited by Petar Jevtic
submission deadline 31 May 2025 | Viewed by 266 | Submission Open
Keywords: mathematical models; game theory; data analytics; machine learning; operations research; optimization
(This special issue belongs to the Section E: Applied Mathematics)
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