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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Numerical Analysis in Computational Mathematics
edited by Thái Anh Nhan and
submission deadline 31 Jul 2025 | 6 articles | Viewed by 7739 | Submission Open
Keywords: numerical algorithms; analysis; and methods; applications of numerical algorithms; analysis; and methods; applied and computational mathematics; scientific computing; computer simulations; optimization techniques
(This special issue belongs to the Section E: Applied Mathematics)
Mathematical and Computational Methods for Mechanics and Engineering submission deadline 31 Jul 2025 | 5 articles | Viewed by 7569 | Submission Open
Keywords: mathematical modeling; computational methods; finite element analysis; numerical simulations; multiscale modeling; computational fluid dynamics; structural mechanics; machine learning; optimization algorithms; robotics and artificial intelligence
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Advanced Research in Pure and Applied Algebra
edited by
submission deadline 31 Jul 2025 | 9 articles | Viewed by 7528 | Submission Open
Keywords: lie algebra and lie superalgebra; associative algebra; representation theory; cluster algebra; rota– baxter algebra; group theory; braces; quantum algebra; matrix algebra
(This special issue belongs to the Section A: Algebra and Logic)
Mathematical and Computing Sciences for Artificial Intelligence
edited by Chong-zhi Gao
submission deadline 31 Jul 2025 | 5 articles | Viewed by 7363 | Submission Open
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Applied Statistics in Management Sciences
edited by Chia-Ding Hou and Rung-Hung Su
submission deadline 31 Jul 2025 | 7 articles | Viewed by 7174 | Submission Open
Keywords: applied statistics; management sciences; decision-making; data analysis; deep learning
(This special issue belongs to the Section D1: Probability and Statistics)
Queueing Systems Models and Their Applications submission deadline 31 Jul 2025 | 4 articles | Viewed by 7164 | 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 E: Applied Mathematics)
Polynomials: Theory and Applications, 2nd Edition
edited by
submission deadline 31 Jul 2025 | 9 articles | Viewed by 6875 | Submission Open
Keywords: umbral calculus; orthogonal polynomials; matrix orthogonal polynomials; special polynomial sequences; applications of special polynomial sequences; number theory and special functions; fractional calculus and special functions; symbolic computations and special functions; applications of special functions to statistics; physical sciences; and engineering
(This special issue belongs to the Section A: Algebra and Logic)
Intelligence Optimization Algorithms and Applications
edited by and Kunjie Yu
submission deadline 31 Jul 2025 | 4 articles | Viewed by 5773 | Submission Open
Keywords: optimization; intelligence algorithms; dynamic optimization; multimodal optimization; constrained optimization; large-scale optimization and application; path-planning; distribution optimization; mechanism optimization design; network optimization; transfer learning; evolutionary optimization; neural architecture optimization; federated learning
(This special issue belongs to the Section E: Applied Mathematics)
Advances in Mathematics Computation for Software Engineering
edited by , Dipankar Chaki and Chao Lin
submission deadline 31 Jul 2025 | 4 articles | Viewed by 5325 | Submission Open
Keywords: optimization; algorithms for application domains; software engineering; machine learning algorithms
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Computational Methods and Algorithms for Multimedia Data Analysis and Security
edited by and
submission deadline 31 Jul 2025 | 4 articles | Viewed by 5238 | Submission Open
Keywords: multimedia computing; transfer learning; meta learning; continuous learning; model fine-tuning; model retraining; model reuse; representation learning; blockchain; federated learning
(This special issue belongs to the Section E: Applied Mathematics)
Mathematical Optimization and Control: Methods and Applications submission deadline 31 Jul 2025 | 5 articles | Viewed by 5221 | Submission Open
Keywords: genetic optimization; bat optimization; butterfly optimization; grey wolf optimization; particle swarm optimization; ant colony optimization; bee colony optimization; bayesian optimization; adaptive control; neural network control; fuzzy control; backstepping control; feedback control; sliding mode control; robust control; observer-based control; other alternative optimization or control
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advances in Combinatorics, Discrete Mathematics and Graph Theory
edited by Jonnathan Rodriguez and
submission deadline 31 Jul 2025 | 6 articles | Viewed by 5202 | Submission Open
Keywords: algebraic graph theory; spectral graph theory; structural graph theory; combinatorics and graph theory; matrix theory; topological indices of graphs; extremal problems in graphs; inverse eigenvalue problems; graph coloring; chemical graph theory
(This special issue belongs to the Section A: Algebra and Logic)
Applied Stochastic Solutions, Dynamic Analysis, and Mathematical Models for Issues in Demography, Epidemiology, and Environmetrics submission deadline 31 Jul 2025 | 3 articles | Viewed by 4861 | 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 D1: Probability and Statistics)
Bayesian Statistics and Causal Inference
edited by and Chiara Di Maria
submission deadline 31 Jul 2025 | 5 articles | Viewed by 4708 | Submission Open
Keywords: causal inference; Bayesian statistics; treatment effects; missing data; nonparametric models; machine learning; high-dimensional data; graphical models
(This special issue belongs to the Section D1: Probability and Statistics)
Applied Mathematics in Data Science and High-Performance Computing
edited by Xiaoping Lu, and Hua Zheng
submission deadline 31 Jul 2025 | 4 articles | Viewed by 3612 | Submission Open
Keywords: data science; high performance computing; neural network; parallel; numerical analysis
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Deep Representation Learning for Social Network Analysis
edited by Qiang He and
submission deadline 31 Jul 2025 | 3 articles | Viewed by 3587 | Submission Open
Keywords: social network structure analysis; the influence of users’ social network nodes; community discovery; dynamic social network analysis; user behavior; link prediction; social recommendation systems; information dissemination in social networks; anomaly detection; social network data mining; predicting future development trends in social network data; node-embedded learning; influence maximization; infectious disease analysis; malicious rumor control; rumor detection; healthcare applications; machine learning
(This special issue belongs to the Section E: Applied Mathematics)
Mathematics for Artificial Intelligence and Big Data Analysis submission deadline 31 Jul 2025 | 1 articles | Viewed by 3295 | Submission Open
Keywords: data mining; artificial intelligence; big data analysis; machine learning; deep learning; probability and statistics; computational mathematics; compression; feature engineering; optimization
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Recent Research in Queuing Theory and Stochastic Models, 2nd Edition submission deadline 31 Jul 2025 | 3 articles | Viewed by 3140 | Submission Open
Keywords: Markov chains; stochastic process; sojourn times; busy periods; heavy traffic regime; multichannel stochastic network
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Innovations in High-Performance Computing
edited by and
submission deadline 31 Jul 2025 | 1 articles | Viewed by 3138 | Submission Open
Keywords: high-performance computing; computing paradigms; algorithm; exascale computing; digital twinning; neuromorphic computing; edge computing
(This special issue belongs to the Section E: Applied Mathematics)
Advanced Numerical and Computational Methods for Engineering and Applied Mathematical Problems, 2nd Edition submission deadline 31 Jul 2025 | 4 articles | Viewed by 3095 | 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)
Functional Analysis, Topology and Quantum Mechanics, 3rd Edition
edited by , Rafael de la Rosa Silva and
submission deadline 31 Jul 2025 | 4 articles | Viewed by 3035 | Submission Open
Keywords: banach spaces and algebras; Hilbert spaces; Selfadjoint operator; convexity and smoothness; algebras of continuous functions; measure spaces; non-associative algebras; Lie algebras; effect algebras; series and summability; poisson algebras; partial differential equations; quantum systems; probability density operator; unbounded observables
(This special issue belongs to the Section B: Geometry and Topology)
Advances in Time Series Analysis and Forecasting
edited by Luiz Koodi Hotta and Pedro Luiz Valls Pereira
submission deadline 31 Jul 2025 | 2 articles | Viewed by 2958 | Submission Open
Keywords: econometrical and technical applications; forecasting and assessment of forecasts; multiple time series and cointegration; time series with changes in regime; stationarity of time series and long-term memory; state– space models and Kalman filters; filtering of stochastic processes; forecasting; risk analysis; high dimensional; outliers and robust methods; complex data; computational methods
(This special issue belongs to the Section E5: Financial Mathematics)
Machine Learning and Evolutionary Algorithms: Theory and Applications
edited by Saúl Zapotecas-Martínez
submission deadline 31 Jul 2025 | 3 articles | Viewed by 2873 | Submission Open
Keywords: optimization of machine learning; evolutionary algorithms; new evolutionary operators; large-scale optimization; many-objective optimization; computer vision; image processing
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Control Theory and Computational Intelligence submission deadline 31 Jul 2025 | 1 articles | Viewed by 2407 | 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 E1: Mathematics and Computer Science)
Sequential Sampling Methods for Statistical Inference
edited by Jun Hu and
submission deadline 31 Jul 2025 | 2 articles | Viewed by 2159 | Submission Open
Keywords: sequential sampling methods; statistical inference; point estimation; interval estimation; hypothesis testing; change-point detection; multi-armed bandits
(This special issue belongs to the Section D1: Probability and Statistics)
Recent Advances in Scientific Computing & Applications submission deadline 31 Jul 2025 | 2 articles | Viewed by 1881 | 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 Optimization Algorithms and Its Applications
edited by Heming Jia
submission deadline 31 Jul 2025 | 2 articles | Viewed by 1708 | 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 E1: Mathematics and Computer Science)
Advances in Numerical Analysis of Partial Differential Equations
edited by Gang Li
submission deadline 31 Jul 2025 | 2 articles | Viewed by 1638 | Submission Open
Keywords: high-order accuracy; partial differential equations; physical-constraint-preserving property; science and engineering
(This special issue belongs to the Section C1: Difference and Differential Equations)
Modern Trends in Nonlinear Dynamics in Ocean Engineering
edited by and Yaxin Zhen
submission deadline 31 Jul 2025 | 2 articles | Viewed by 1573 | Submission Open
Keywords: nonlinear dynamics; vibration and control; ocean engineering; engineering dynamics; intelligent design; marine noise; intelligent algorithm; numerical analysis
(This special issue belongs to the Section E2: Control Theory and Mechanics)
The New Advances in Mathematical Economics and Financial Modelling
edited by Fernando Henrique Antunes De Araújo
submission deadline 31 Jul 2025 | 2 articles | Viewed by 1560 | Submission Open
Keywords: mathematical modelling; statistical physics; econophysics; economics and finance
(This special issue belongs to the Section E5: Financial Mathematics)
Numerical Analysis and Mathematical Modeling in Computational Mechanics and Engineering
edited by Chung-Lun Kuo
submission deadline 31 Jul 2025 | 1 articles | Viewed by 1451 | Submission Open
Keywords: differential equation; integral equation; algebraic equation; optimization problem; inverse problem; interpolation; big data analytics; machine learning
(This special issue belongs to the Section E: Applied Mathematics)
Biologically Plausible Deep Learning
edited by
submission deadline 31 Jul 2025 | 2 articles | Viewed by 1434 | Submission Open
Keywords: biologically plausible neuron models; biologically plausible deep learning networks; biologically plausible deep learning algorithms; applications of biologically plausible deep learning networks
(This special issue belongs to the Section E: Applied Mathematics)
Mathematical Methods for Machine Learning and Computer Vision
edited by Jianjun Wang
submission deadline 31 Jul 2025 | 1 articles | Viewed by 1281 | Submission Open
Keywords: image recognition and classification; subspace clustering; convex clustering; compressed sensing; recommendation system; matrix/tensor completion; robust principal components analysis; tensor modeling; alternating direction method of multipliers
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Applications of Advanced Machine Learning and Intelligent Data Analysis
edited by Yajun Yang
submission deadline 31 Jul 2025 | 1 articles | Viewed by 1060 | Submission Open
Keywords: machine learning; data analysis; deep learning; reinforcement learning; unsupervised learning; big data analysis; real-world applications
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Actuarial Statistical Modeling and Applications
edited by
submission deadline 31 Jul 2025 | 1 articles | Viewed by 935 | Submission Open
Keywords: predictive analytics; statistical learning; dependence modeling; quantitative risk management; actuarial pricing and reserving; risk classification; survival analysis; longitudinal data analysis; multivariate data analysis; portfolio optimization; extreme value theory; actuarial science; predictive modeling; actuarial statistics
(This special issue belongs to the Section D1: Probability and Statistics)
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 | 1 articles | Viewed by 836 | 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 E: Applied Mathematics)
Recent Developments in Numerical Methods for Partial Differential Equations
edited by Olivier Pironneau
submission deadline 31 Jul 2025 | 1 articles | Viewed by 829 | Submission Open
Keywords: numerical analysis; scientific computing; numerical methods; high-performance computing; partial differential equations
(This special issue belongs to the Section C1: Difference and Differential Equations)
Variational Inequality, 2nd Edition
edited by
submission deadline 31 Jul 2025 | 1 articles | Viewed by 738 | Submission Open
Keywords: variational inequality; complementarity problem; variational analysis; optimization; optimal control
(This special issue belongs to the Section C1: Difference and Differential Equations)
Reliability Analysis and Statistical Computing
edited by Yubin Tian, Wei Ning and Dianpeng Wang
submission deadline 31 Jul 2025 | 1 articles | Viewed by 678 | Submission Open
Keywords: reliability analysis; reliability optimization; reliability estimation; failure modes and effects analysis (FMEA); accelerated degeneration test (ADT); accelerated life testing (ALT); statistical computing; data-driven statistical assessment
(This special issue belongs to the Section D1: Probability and Statistics)
Statistics and Stochastic Modeling in Bioinformatics and Computational Biology
edited by Elizabeth P. Chou
submission deadline 31 Jul 2025 | 1 articles | Viewed by 666 | Submission Open
Keywords: computational statistics; machine learning; high-dimensional data analysis; computational biology; bioinformatics; stochastic modeling; statistical methods; data analysis; predictive modeling; bioinformatics
(This special issue belongs to the Section E3: Mathematical Biology)
Applications of Mathematics Analysis in Financial Marketing
edited by Yue Qi
submission deadline 31 Jul 2025 | 1 articles | Viewed by 647 | Submission Open
Keywords: optimization; mathematical finance; portfolio theory; corporate finance modeling; prediction of bankruptcy and failure; financial market modeling; behavioral finance; financial econometrics; ⁠risk management; portfolio optimization; Portfolio optimization and asset allocation; trading systems; market analysis algorithms; market simulations; digital assets and cryptocurrencies; algorithmic trading    
(This special issue belongs to the Section E5: Financial Mathematics)
Advanced Optimization Modeling and Algorithms for Planning and Scheduling submission deadline 31 Jul 2025 | Viewed by 603 | Submission Open
Keywords: planning and scheduling; mathematical programming; combinatorial optimization; stochastic and robust optimization; algorithm design; machine learning; multi-objective optimization; cloud; edge and fog computing; multi-access edge computing (MEC); real-world applications; energy optimization; cost optimization
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advanced Optimization Algorithms in the Era of Machine Learning
edited by Francesco Alesiani
submission deadline 31 Jul 2025 | Viewed by 480 | Submission Open
Keywords: optimization for machine learning; gradient estimation for continuous– discrete programming; efficient algorithms for optimal transport optimization; diffusion models and normalizing flows; optimization algorithms for discrete and combinatorial optimization; optimization algorithms for bilevel optimization; optimization algorithms of Bayesian learning; physic inspired optimization and learning methods
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advances in Biological Systems with Mathematics
edited by and Carlos Borau Zamora
submission deadline 31 Jul 2025 | Viewed by 478 | Submission Open
Keywords: computational biomechanics; cell mechanics; numerical modeling of medical devices; patient-specific-based numerical models; finite element method; diffusion models in the tissue engineering; constitutive models; numerical methods in the biomedical engineering; numerical algorithms and imaging techniques; machine learning techniques
(This special issue belongs to the Section E3: Mathematical Biology)
Emerging Trends in Computational Biology and Bioinformatics
edited by Xian F. Mallory
submission deadline 31 Jul 2025 | Viewed by 455 | Submission Open
Keywords: graph theory; statistical learning; Bayesian inference; optimization parameter estimate; deep learning; single-cell sequencing; spatial transcriptome; multi-omics; personalized medicine; mutation calling
(This special issue belongs to the Section E3: Mathematical Biology)
Advanced Mathematical Approaches to Engineering and Computational Problems, 2nd Edition
edited by
submission deadline 31 Jul 2025 | Viewed by 409 | 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)
Evolutionary Computation and Artificial Intelligence in Control and Robotic System
edited by
submission deadline 31 Jul 2025 | Viewed by 390 | Submission Open
Keywords: evolutionary computation; computational intelligence; intelligent control systems; intelligent robotics; machine intelligence; applied artificial intelligence; metaheuristic optimization; neuroevolution; reinforcement learning
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Statistical Modeling and Analysis in Medical Research
edited by Lazarus K. Mramba and Qihui Yang
submission deadline 31 Jul 2025 | Viewed by 352 | Submission Open
Keywords: statistics; biostatistics; biometrics
(This special issue belongs to the Section D1: Probability and Statistics)
Current Advances in Biostatistics and Bioinformatics
edited by and Peng-Wei Hu
submission deadline 31 Jul 2025 | Viewed by 346 | Submission Open
Keywords: biostatistics and bioinformatics; genomic data analysis; computational biology; machine learning; data analysis; data visualization in biology
(This special issue belongs to the Section E3: Mathematical Biology)
Innovative Applications of Intelligent Computing in Image Processing and Computer Vision
edited by , Chih-Chieh Chang, Yao-San Lin and
submission deadline 31 Jul 2025 | Viewed by 336 | Submission Open
Keywords: intelligent computing; image processing; computer vision; mathematical modeling; optimization; industrial inspection; security and surveillance; prognostics and health management (PHM); autonomous systems; precision agriculture; cultural heritage; medical imaging
(This special issue belongs to the Section E1: Mathematics and Computer Science)
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