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 polices 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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Trends and Prospects of Numerical Modelling in Bioengineering
edited by , and Beatrice De Lazzari
submission deadline 10 Jul 2025 | 4 articles | Viewed by 4981 | Submission Open
Keywords: numerical model; numerical software; e-learning; 0D; 1D; and 3D model; clinical environment; hybrid model; athletic performance; biomechanics in athletics; movement analysis; computer assist surgery
(This special issue belongs to the Section Computational and Applied Mathematics)
Artificial Intelligence for Biomedical Image Processing and Data Analysis
edited by
submission deadline 10 Jul 2025 | 3 articles | Viewed by 3033 | Submission Open
Keywords: artificial intelligence; machine learning; data science; image processing; image segmentation; medical imaging; computer vision; biomedical engineering; healthcare technologies
(This special issue belongs to the Section Mathematics and Computer Science)
Recent Advances in Quantum Theory and Its Applications
edited by
submission deadline 10 Jul 2025 | 2 articles | Viewed by 2781 | Submission Open
Keywords: quantum information; quantum mechanics; quantum metrology; qubits; quantum optics; geometric phases; quantum gravity; quantum cosmology
(This special issue belongs to the Section Mathematical Physics)
Statistical Forecasting: Theories, Methods and Applications
edited by
submission deadline 10 Jul 2025 | 1 articles | Viewed by 2601 | Submission Open
Keywords: statistical forecasting; predictive modeling; Bayesian statistics; distribution theory and its applications; risk forecasting; financial statistics
(This special issue belongs to the Section Probability and Statistics)
Multi-Objective Optimization and Evolutionary Computing with Applications
edited by
submission deadline 10 Jul 2025 | Viewed by 277 | Submission Open
Keywords: multi-objective optimization; Bayesian optimization; evolutionary algorithms; evolution strategies; black-box optimization; performance measures/indicators; benchmarking; metaheuristics; mathematical optimization; machine learning
(This special issue belongs to the Section Mathematics and Computer Science)
Advances in Nonlinear Control Theory Applied to Dynamic Systems submission deadline 10 Jul 2025 | Viewed by 69 | Submission Open
Keywords: nonlinear control; robust control; parametric uncertainties; sliding mode control; adaptive control; machine learning; stability analysis; mathematical modeling; dynamical systems; numerical simulation; real-time simulation
(This special issue belongs to the Section Computational and Applied Mathematics)
Data Analysis for Social Networks and Information Systems
edited by
submission deadline 10 Jul 2025 | Viewed by 63 | Submission Open
Keywords: social network analysis; information systems; mathematical computing; algorithm design; graph theory; machine learning; community detection; network evolution; network dynamics; influence propagation; big data analytics; statistical methods
(This special issue belongs to the Section Mathematics and Computer Science)
Fluid Mechanics, Numerical Analysis, and Dynamical Systems submission deadline 10 Jul 2025 | Viewed by 55 | Submission Open
Keywords: fluid mechanics; numerical method; dynamic system; novel flow models; fluid– structure interaction; multiphase flows
(This special issue belongs to the Section Computational and Applied Mathematics)
Analytical Frameworks and Methods for Cybersecurity, 2nd Edition
edited by
submission deadline 10 Jul 2025 | Viewed by 52 | Submission Open
Keywords: Cybersecurity; Cyber– physical systems; Cyber persona; Influence operations; Attack modelling; Situational awareness; Intrusion detection; Classification; Forensics; Risk management; Resilience; Coding; Cryptography; Artificial intelligence; Deep learning   TRANSLATE with x English Arabic Hebrew Polish Bulgarian Hindi Portuguese Catalan Hmong Daw Romanian Chinese Simplified Hungarian Russian Chinese Traditional Indonesian Slovak Czech Italian Slovenian Danish Japanese Spanish Dutch Klingon Swedish English Korean Thai Estonian Latvian Turkish Finnish Lithuanian Ukrainian French Malay Urdu German Maltese Vietnamese Greek Norwegian Welsh Haitian Creole Persian   //   TRANSLATE with COPY THE URL BELOW Back EMBED THE SNIPPET BELOW IN YOUR SITE Enable collaborative features and customize widget: Bing Webmaster Portal Back //     This page is in English   Translate to Simplified Chinese         Afrikaans Albanian Amharic Arabic Armenian Azerbaijani Bengali Bulgarian Catalan Croatian Czech Danish Dutch English Estonian Finnish French German Greek Gujarati Haitian Creole Hebrew Hindi Hungarian Icelandic Indonesian Italian Japanese Kannada Kazakh Khmer Korean Kurdish (Kurmanji) Lao Latvian Lithuanian Malagasy Malay Malayalam Maltese Maori Marathi Myanmar (Burmese) Nepali Norwegian Pashto Persian Polish Portuguese Punjabi Romanian Russian Samoan Simplified Chinese Slovak Slovenian Spanish Swedish Tamil Telugu Thai Traditional Chinese Turkish Ukrainian Urdu Vietnamese Welsh   Always translate English to Simplified Chinese Never translate English Never translate admin.mdpi.com
(This special issue belongs to the Section Mathematics and Computer Science)
Advanced Research on Information System Security and Privacy, 2nd Edition
edited by Zhaoquan Gu and
submission deadline 10 Jul 2025 | Viewed by 47 | Submission Open
Keywords: information systems security; privacy-preserving technologies for information systems; secure communication for information systems; cryptography and security; situational awareness analysis of information systems; threat detection and access control; digital forensics; artificial intelligence security for information systems; adversarial attacks and defenses in deep-learning-based information systems; adversarial explainable AI; security evaluation of information systems
(This special issue belongs to the Section Network Science)
Optimization Algorithms, Distributed Computing and Intelligence
edited by Qi Meng
submission deadline 10 Jul 2025 | Viewed by 16 | Submission Open
Keywords: non-convex optimization; optimization algorithms in deep learning; implicit bias; large-scale optimization; stochastic methods in optimization
(This special issue belongs to the Section Computational and Applied Mathematics)
Mathematical Applications in Electrical Engineering, 2nd Edition
edited by
submission deadline 10 Jul 2025 | Viewed by 16 | 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 Engineering Mathematics)
Theory and Applications of Differential Equations and Dynamical Systems
edited by Bingwen Liu
submission deadline 10 Jul 2025 | Viewed by 9 | 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 Difference and Differential Equations)
Advanced Mathematical Modeling and Numerical Solutions in Applied Mechanics and Engineering, 2nd Edition submission deadline 15 Jul 2025 | 4 articles | Viewed by 4495 | Submission Open
Keywords: mathematical modeling; numerical simulation; mechanics; engineering; finite element method; computer fluid dynamics; machine learning; reduced order modelling; inverse problems
(This special issue belongs to the Section Engineering Mathematics)
Recent Advances in Dynamic Equations on Time Scales
edited by Tom Cuchta
submission deadline 15 Jul 2025 | Viewed by 95 | Submission Open
Keywords: time scale calculus; dynamic equation; difference equation; q-calculus
(This special issue belongs to the Section Difference and Differential Equations)
Optimization Models and Algorithms in Data Science
edited by and
submission deadline 20 Jul 2025 | 4 articles | Viewed by 5546 | Submission Open
Keywords: tensor decomposition; low-rank models; multi-view clustering; sparse coding; tensor completion; tensor robust principal component analysis; machine learning; data science; signal processing; image processing; high-dimensional data
(This special issue belongs to the Section Mathematics and Computer Science)
Advanced Machine Vision with Mathematics
edited by
submission deadline 20 Jul 2025 | 5 articles | Viewed by 5352 | Submission Open
Keywords: image classification; object recognition and detection; image segmentation; feature extraction; image registration; object tracking; 3D vision; generative models; biometrics; deep learning for machine vision; visual slam; medical imaging
(This special issue belongs to the Section Mathematics and Computer Science)
Computer Vision, Image Processing Technologies and Artificial Intelligence, 2nd Edition
edited by Hongang Qi, , and Lijuan Duan
submission deadline 20 Jul 2025 | 4 articles | Viewed by 4929 | Submission Open
Keywords: computer vision; artificial intelligence; deep learning; machine learning; neural networks; image processing; vision information; large-scale model on computer vision
(This special issue belongs to the Section Mathematics and Computer Science)
Business Analytics and Decision-Making: Models, Algorithms and Applications
edited by Liping Liu
submission deadline 20 Jul 2025 | 3 articles | Viewed by 3767 | Submission Open
Keywords: business analytics; predictive analytics; machine learning; Bayesian learning; deep learning; fuzzy logic; Dempster– Shafer theory; generative AI
(This special issue belongs to the Section Mathematics and Computer Science)
Artificial Intelligence and Game Theory
edited by and
submission deadline 20 Jul 2025 | 4 articles | Viewed by 2786 | Submission Open
Keywords: game theory; artificial intelligence; power system; sustainable and renewable energy; engineering optimization decision
(This special issue belongs to the Section Engineering Mathematics)
Advances in Trustworthy and Robust Artificial Intelligence
edited by Chen Zhao and Minglai Shao
submission deadline 20 Jul 2025 | 1 articles | Viewed by 589 | 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 Mathematics and Computer Science)
Numerical Analysis and Scientific Computing for Applied Mathematics
edited by Miodrag Spalević
submission deadline 20 Jul 2025 | Viewed by 570 | Submission Open
Keywords: numerical analysis; scientific computing; optimization; interpolation; approximation; orthogonal polynomials; rational approximation; splines; error bound; error estimation; numerical differentiation; quadrature rules; cubature rules; convergence analysis; numerical methods for ordinary differential equations; numerical methods for partial differential equations; numerical solving of integral equations
(This special issue belongs to the Section Computational and Applied Mathematics)
Learning Algorithms and Neural Networks
edited by Chungling Tu
submission deadline 20 Jul 2025 | Viewed by 102 | Submission Open
Keywords: neural networks; learning algorithms; deep learning; optimization algorithms; supervised/unsupervised learning; AI applications; cybersecurity; networking technologies; data mining; IoT; robotics and automation; feature engineering
(This special issue belongs to the Section Network Science)
Knowledge- and Learning-Driven Meta-Heuristics for Addressing Complex Optimization and Scheduling Problems
edited by Yaping Fu, , and Ponnuthurai Nagaratnam Suganthan
submission deadline 20 Jul 2025 | Viewed by 100 | 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 Computational and Applied Mathematics)
Advanced Control Systems and Engineering Cybernetics submission deadline 20 Jul 2025 | Viewed by 79 | Submission Open
Keywords: autonomous vehicles; mobile robots; control systems and optimization; obstacle avoidance; learning and adaptive control; artificial intelligence; multi-agent systems
(This special issue belongs to the Section Engineering Mathematics)
Computational Approaches in Computer Science: Methods, Algorithms, and Applications
edited by
submission deadline 20 Jul 2025 | Viewed by 75 | Submission Open
Keywords: artificial intelligence (AI); machine learning; computational complexity; optimization; data structures; computational mathematics; formal methods; testing methods; high-performance computing (HPC)
(This special issue belongs to the Section Mathematics and Computer Science)
Chaos Computing at AI Age
edited by , , Shijian Cang and
submission deadline 20 Jul 2025 | Viewed by 61 | Submission Open
Keywords: machine learning and chaos; chaos and swarm intelligence; chaos in recurrent neural networks; chaos-based optimization algorithms; AI-based techniques in chaotic dynamics prediction; machine learning in chaos-based encryption algorithms; security enhancement for chaos- and AI-based encryption algorithms
(This special issue belongs to the Section Mathematical Physics)
Machine Learning and Mathematical Methods in Computer Vision
edited by Long Lan
submission deadline 20 Jul 2025 | Viewed by 46 | Submission Open
Keywords: mathematical methods; machine learning; computer vision; image processing; object detection; multiple object tracking; image segmentation
(This special issue belongs to the Section Mathematics and Computer Science)
Advanced Mathematical Programming and Applications in Operations Research
edited by Sung Won Cho
submission deadline 20 Jul 2025 | Viewed by 43 | Submission Open
Keywords: operations research; mathematical programming; computational optimization; data-driven optimization; multi-objective optimization; computational algorithms; supply chain management; machine learning; heuristic methods
(This special issue belongs to the Section Computational and Applied Mathematics)
Computational Mathematics in Data Science and Business Intelligence
edited by Liang Xun and Wei Wang
submission deadline 20 Jul 2025 | Viewed by 40 | Submission Open
Keywords: data science; business intelligence; mathematical method; data-driven; decision-making
(This special issue belongs to the Section Mathematics and Computer Science)
New Advances in Neural Networks and Applications
edited by Xinwei Cao, Ameer Tamoor Khan and
submission deadline 20 Jul 2025 | Viewed by 40 | Submission Open
Keywords: neural networks; financial analytics; dynamic neural networks; bio-inspired optimization; artificial intelligence; autonomous systems; intelligent control; deep learning
(This special issue belongs to the Section Computational and Applied Mathematics)
Mathematical Models in Information Security and Cryptography
edited by Jiangang Shu, Yong Ding and Haining Yu
submission deadline 21 Jul 2025 | Viewed by 67 | Submission Open
Keywords: information security; cryptography; mathematical models; security and privacy; privacy-enhancing technologies
(This special issue belongs to the Section Mathematics and Computer Science)
Data-Driven Methods and Artificial Intelligence in Reliability and Maintenance, 2nd Edition
edited by , and
submission deadline 25 Jul 2025 | 11 articles | Viewed by 16138 | Submission Open
Keywords: artificial intelligence; reliability; maintenance
(This special issue belongs to the Section Engineering Mathematics)
Modeling and Optimization of Complex Engineering Systems under Uncertainties
edited by and Shui Yu
submission deadline 25 Jul 2025 | 6 articles | Viewed by 10615 | Submission Open
Keywords: Complex systems; Reliability; Control; Advanced modeling technology; Design optimization; Uncertainty-based design and optimization; Reliability-based design and optimization; Optimization methods; Uncertainty quantification and  propagation; Multidisciplinary design optimization; Risk assessment; Fault diagnosis; Physics of failure; Reliability hazard analysis; Fuzzy reliability Analysis; Uncertainty in engineering
(This special issue belongs to the Section Engineering Mathematics)
Modeling Real-World Problems Using Complex Networks submission deadline 25 Jul 2025 | 2 articles | Viewed by 2859 | Submission Open
Keywords: models of complex networks; dynamics and evolution patterns of complex networks; link prediction; biological networks; synchronization in networks; genetical expression; knowledge and information networks; influential node detection; community structure; social network analysis; spreading and propagation on complex networks
(This special issue belongs to the Section Network Science)
New Advances in Combinatorial Multi-Objective Optimization and Computational Intelligence
edited by Han Huang and Yi Xiang
submission deadline 25 Jul 2025 | Viewed by 39 | Submission Open
Keywords: multi-objective optimization; computational intelligenence; combinatorial optimization; evolutionary computation; optimization methods and algorithms; trade-off analysis; algorithm design and analysis; optimization models and algorithms in real-world applications
(This special issue belongs to the Section Engineering Mathematics)
Advances in Hypercompositional Algebra and Its Fuzzifications
edited by
submission deadline 30 Jul 2025 | Viewed by 119 | 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 Algebra, Geometry and Topology)
Artificial Intelligence and Algorithms
edited by Fuhsing Wang
submission deadline 30 Jul 2025 | Viewed by 59 | 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 Mathematics and Computer Science)
Network Comparison and Alignment: Topology Beyond Degrees and Paths
edited by
submission deadline 30 Jul 2025 | Viewed by 27 | Submission Open
Keywords: network analysis; network alignment; graphlets; network motifs
(This special issue belongs to the Section Mathematics and Computer Science)
Advances in Quantum Computing and Applications submission deadline 31 Jul 2025 | 10 articles | Viewed by 21258 | Submission Open
Keywords: advances in variational algorithms; applications of gate-based quantum computing; applications of photonic quantum computing; applications of quantum annealing; distributed quantum computing; error-correction algorithms; hybrid quantum computing; impact of quantum computing on business and society; implementation of quantum computing; new nisq algorithms and applications; performance evaluation of quantum algorithms; quantum algorithm structures and patterns; quantum algorithms and complexity; quantum hardware advances; Quantum machine learning (QML); secure cloud-based quantum computing; shallow (constant-depth) algorithms; simulation of quantum processes
(This special issue belongs to the Section Mathematics and Computer Science)
Applications of Cloud Computing, Big Data, and Data Dissemination in Information Engineering
edited by
submission deadline 31 Jul 2025 | 4 articles | Viewed by 5886 | Submission Open
Keywords: cloud computing; data dismission; artificial intelligence; information engineering; machine learning; mathematical models; scientific computing; big data
(This special issue belongs to the Section Engineering Mathematics)
Queueing Systems Models and Their Applications submission deadline 31 Jul 2025 | 3 articles | Viewed by 4094 | Submission Open
Keywords: queueing model; Markov chain; loss probability; Laplace transform; non-homogeneous customers; non-identical servers; priority queue; queues with vacations; summary volume; simulation methods
(This special issue belongs to the Section Computational and Applied Mathematics)
Applied Stochastic Solutions, Dynamic Analysis, and Mathematical Models for Issues in Demography, Epidemiology, and Environmetrics submission deadline 31 Jul 2025 | 3 articles | Viewed by 3353 | Submission Open
Keywords: stochasticity; demography; epidemiology; biometrics; econometrics; applied mathematics; statistics; orecasting; extrapolation; interpolation; imputation; error assessment; bias estimation; multicollinearity
(This special issue belongs to the Section Probability and Statistics)
Advances in Mathematics Computation for Software Engineering
edited by Ziaur Rahman, Dipankar Chaki and Chao Lin
submission deadline 31 Jul 2025 | 3 articles | Viewed by 2739 | Submission Open
Keywords: optimization; algorithms for application domains; software engineering; machine learning algorithms
(This special issue belongs to the Section Mathematics and Computer Science)
Applied Mathematics in Data Science and High-Performance Computing
edited by Xiaoping Lu, and Hua Zheng
submission deadline 31 Jul 2025 | 3 articles | Viewed by 1598 | Submission Open
Keywords: data science; high performance computing; neural network; parallel; numerical analysis
(This special issue belongs to the Section Mathematics and Computer Science)
Control Theory and Computational Intelligence submission deadline 31 Jul 2025 | 1 articles | Viewed by 1583 | Submission Open
Keywords: control systems; stability theory; nonlinear and linear estimation; fault-tolerant systems; diagnosis systems; artificial neural networks; fuzzy systems; evolutionary computation; applied mathematics; ordinary differential equations; fractional differential equations
(This special issue belongs to the Section Mathematics and Computer Science)
Mathematical Computation for Pattern Recognition and Computer Vision
edited by and
submission deadline 31 Jul 2025 | 1 articles | Viewed by 962 | Submission Open
Keywords: artificial intelligence; pattern recognition; computer vision; feature extraction; feature matching; image processing; single-image 3d restoration; multiple view geometry; 3D point cloud; 3D object recognition; machine learning; neural network; deep learning
(This special issue belongs to the Section Mathematics and Computer Science)
Application of Mathematical Method in Image Processing and Information Hiding
edited by Manuel Cedillo-Hernandez, Francisco Javier Garcia-Ugalde and
submission deadline 31 Jul 2025 | Viewed by 276 | Submission Open
Keywords: image processing; information security; information hiding; steganography; visual cryptography; reversible data hiding; visible and invisible watermarking; steganography with visual illusion; fragile watermarking; deep-learning watermarking; semi-fragile watermarking; zero-watermarking; robust watermarking
(This special issue belongs to the Section Computational and Applied Mathematics)
Recent Advances in Scientific Computing & Applications submission deadline 31 Jul 2025 | Viewed by 241 | 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 Computational and Applied Mathematics)
Advances in Optimization Algorithms and Its Applications
edited by Heming Jia
submission deadline 31 Jul 2025 | Viewed by 218 | Submission Open
Keywords: bio-inspired optimization algorithms; optimization algorithms; meta-heuristics; swarm intelligence; engineering applications; engineering design problems; real-world applications; feature selection; image segmentation; constraint handling; benchmarks; novel approaches; complicated optimization problems; industrial problems
(This special issue belongs to the Section Mathematics and Computer Science)
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