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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Heuristic Algorithms in Computational Biology
edited by Alan Cleary and Lucia Williams
submission deadline 20 Sep 2025 | Viewed by 120 | Submission Open
Keywords: algorithms; heuristics; modeling; biology; bioinformatics
(This special issue belongs to the Section E3: Mathematical Biology)
Exact Solutions and Numerical Solutions of Differential Equations, 2nd Edition submission deadline 20 Sep 2025 | Viewed by 106 | Submission Open
Keywords: symmetries of differential equations; soliton theory conservation laws of partial differential equations; mathematical physics; numerical analysis; monotone nonlinear equations
(This special issue belongs to the Section C1: Difference and Differential Equations)
Scientific Computing for Phase-Field Models
edited by and Hyundong Kim
submission deadline 20 Sep 2025 | Viewed by 102 | Submission Open
Keywords: phase-field models; phase-field equations; finite difference method; scientific computing; topological optimization; mesh generation algorithm
(This special issue belongs to the Section E: Applied Mathematics)
Effective Field Theories for Condensed Matter and Statistical Systems submission deadline 20 Sep 2025 | Viewed by 89 | Submission Open
Keywords: effective field theories; conformal field theories; bosonization; quantum hall effect; statistical mechanics models; quantum hydrodynamics; calogero– sutherland models
(This special issue belongs to the Section E4: Mathematical Physics)
Research Progress of Probability Statistics
edited by Wanyang Dai
submission deadline 28 Sep 2025 | 2 articles | Viewed by 1723 | Submission Open
Keywords: probability; statistics; stochastics
(This special issue belongs to the Section D1: Probability and Statistics)
Mathematical Foundations and Advances in Machine Learning and Data Mining
edited by Kan Li
submission deadline 29 Sep 2025 | 1 articles | Viewed by 715 | Submission Open
Keywords: deep learning; machine learning; data mining; explainable AI; pattern recognition; big data
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Artificial Intelligence Techniques Applications on Power Systems submission deadline 30 Sep 2025 | 9 articles | Viewed by 17104 | Submission Open
Keywords: artificial intelligence techniques; power system engineering; power systems; neural network; fuzzy systems; expert systems
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Applied Mathematics in Supply Chain and Logistics
edited by
submission deadline 30 Sep 2025 | 12 articles | Viewed by 17033 | Submission Open
(This special issue belongs to the Section E5: Financial Mathematics)
Applied Mathematics in Nonlinear Dynamics and Chaos submission deadline 30 Sep 2025 | 14 articles | Viewed by 16983 | Submission Open
Keywords: nonlinear dynamics; bifurcation theory; chaos theory; irregular attractors; control theory; complex systems; numerical methods for dynamic systems; modeling and technology for dynamic systems in science and engineering
(This special issue belongs to the Section C2: Dynamical Systems)
Chaos-Based Secure Communication and Cryptography, 2nd Edition
edited by
submission deadline 30 Sep 2025 | 9 articles | Viewed by 11717 | Submission Open
Keywords: chaos-based cryptography; chaos-based block cipher; chaos-based stream cipher; chaos-based public key cipher; chaos-based synchronization; chaotic optical communications; complex network; cryptanalysis; design of chaotic source; dynamical degradation; multimedia security; image encryption; security evaluation
(This special issue belongs to the Section E1: Mathematics and Computer Science)
New Trends and Developments in Numerical Analysis: 2nd Edition submission deadline 30 Sep 2025 | 9 articles | Viewed by 11556 | Submission Open
Keywords: interpolation; approximation; numerical integration; optimization; stability; convergence; eigenvalues; discretization; iterative methods
(This special issue belongs to the Section E: Applied Mathematics)
Statistical Simulation and Computation: 3rd Edition
edited by
submission deadline 30 Sep 2025 | 13 articles | Viewed by 11539 | Submission Open
Keywords: Bayesian estimation; dynamic system; maximum likelihood estimate; Monte Carlo simulation; reliability; stress strength; survival analysis
(This special issue belongs to the Section D1: Probability and Statistics)
Machine Learning Methods and Mathematical Modeling with Applications
edited by Jian Luo, Zheming Gao and Xin Yan
submission deadline 30 Sep 2025 | 11 articles | Viewed by 9822 | Submission Open
Keywords: machine learning; mathematical modeling; industrial engineering; forecasting methods; management science
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Statistical Analysis: Theory, Methods and Applications
edited by and
submission deadline 30 Sep 2025 | 6 articles | Viewed by 9768 | Submission Open
Keywords: heavy-tailed phenomena and rare events; time series; multivariate dependence modeling; high-dimensional data analysis; statistical learning; spatial statistics; nonparametric methods; Bayesian statistics and modeling; causal inference; survival analysis
(This special issue belongs to the Section D1: Probability and Statistics)
Advanced Artificial Intelligence Models and Its Applications, 2nd Edition
edited by
submission deadline 30 Sep 2025 | 6 articles | Viewed by 9456 | Submission Open
Keywords: machine learning; deep learning; pattern recognition; computer vision; multimedia retrieval and analysis; multimodal representation learning; statistical learning; medical image analysis; security applications; big data and analysis; benchmark dataset
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Non-algorithmic Mathematical Models of Biological Organization
edited by
submission deadline 30 Sep 2025 | 3 articles | Viewed by 9218 | Submission Open
Keywords: non-algorithmic mathematical models; causal organization; biological and non-biological systems; (M; R)-systems; autopoiesis; category theory; calculus of indications; algebraic biology; self-reference
(This special issue belongs to the Section E3: Mathematical Biology)
Statistics and Mathematics in Economics and Finance: Theory, Methods and Applications
edited by , and Alessandro Bitetto
submission deadline 30 Sep 2025 | 4 articles | Viewed by 8246 | Submission Open
Keywords: statistics for economics and finance; mathematics for economics and finance; econometrics; time series analysis; financial economics; financial mathematics; multivariate methods for economics and finance; risk management; machine learning methods; artificial intelligence in economics and finance; network models; alternative data in economics and finance; financial technologies; models of climate change impacts on economics and finance; optimization; variational inequalities; bilevel problems; equilibrium problems
(This special issue belongs to the Section D1: Probability and Statistics)
Network Biology and Machine Learning in Bioinformatics
edited by , Mingao Yuan and Kambiz Farahmand
submission deadline 30 Sep 2025 | 5 articles | Viewed by 8162 | Submission Open
Keywords: network biology; biostatistics; bioinformatics; machine learning applications in bioinformatics; statistical inference in bioinformatics; network clustering; network neuroscience; network data analysis; statistical machine learning; artificial intelligence; biological network; computational biology; systems biology; biological systems; network analysis; biological computing; biological simulation; mathematical biology
(This special issue belongs to the Section E3: Mathematical Biology)
Applications of Artificial Intelligence to Cryptography submission deadline 30 Sep 2025 | 3 articles | Viewed by 6326 | Submission Open
Keywords: artificial intelligence; cryptography; cryptanalysis; symmetric ciphers; pseudorandom number generators; side-channel analysis; neural networks; deep learning; evolutionary algorithms; cellular automata
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Deep Learning and Adaptive Control, 3rd Edition
edited by and
submission deadline 30 Sep 2025 | 5 articles | Viewed by 6011 | Submission Open
Keywords: deep learning; CNN; RNN; transformer model; optimization of deep learning; applications of deep learning; reinforcement-learning-based control; applications of reinforcement learning; adaptive iterative learning control; modeling of adaptive systems; design of adaptive controllers; application of adaptive control
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Application of Regression Models, Analysis and Bayesian Statistics
edited by Fernando Ferraz do Nascimento and
submission deadline 30 Sep 2025 | 4 articles | Viewed by 5838 | Submission Open
Keywords: regression models; Bayesian analysis; MCMC; environmental data; spatial models; financial data; extreme value theory
(This special issue belongs to the Section D1: Probability and Statistics)
Statistical Methods in Bioinformatics and Health Informatics
edited by Cheng Zheng
submission deadline 30 Sep 2025 | 4 articles | Viewed by 5132 | Submission Open
Keywords: bioinformatics; precision medicine; health informatics; big data; electronic health records; artificial intelligence; highly dimensional data; machine learning; distributed learning; federated learning; online learning; genomics; transcriptomics; proteomics; metabolomics; radiomics; microbiomics; computational biology
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Quantum Control and Machine Learning in Quantum Technology
edited by Bijita Sarma and Sangkha Borah
submission deadline 30 Sep 2025 | 2 articles | Viewed by 4976 | Submission Open
Keywords: quantum control in quantum optics; quantum computing; machine learning; reinforcement learning; optimal control; quantum feedback control; quantum machine learning; variational quantum algorithms; classical and quantum machine learning applied to quantum optics and quantum computing; quantum circuit optimisation; quantum control for metrology
(This special issue belongs to the Section C2: Dynamical Systems)
Recent Advances in Statistical Machine Learning
edited by Michelle Xia
submission deadline 30 Sep 2025 | 1 articles | Viewed by 4816 | Submission Open
Keywords: artificial intelligence; deep learning; ensemble methods; machine learning; neural networks; probabilistic modeling; reinforcement learning; semi-supervised learning; statistical learning; sparse learning; supervised learning; unsupervised learning
(This special issue belongs to the Section D1: Probability and Statistics)
Statistics and Nonlinear Analysis: Simulation and Computation
edited by Vesna Rajić
submission deadline 30 Sep 2025 | 4 articles | Viewed by 4456 | Submission Open
Keywords: statistical inference; probability theory; distribution families; machine learning; statistical modeling; nonlinear analysis; fixed point theory; partial differential equations
(This special issue belongs to the Section D1: Probability and Statistics)
Numerical and Computational Methods in Engineering
edited by
submission deadline 30 Sep 2025 | 3 articles | Viewed by 4214 | Submission Open
Keywords: applied mathematics; numerical methods for partial differential equations; computational mechanics; optimization algorithms; structural analysis; heat and mass transfer simulation; computational electromagnetics; multi-physics simulations; computational materials science; high-performance computing; data-driven algorithms; big data analysis; machine learning in engineering
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Uncertainty Quantification: Latest Advances and Applications submission deadline 30 Sep 2025 | 2 articles | Viewed by 4210 | Submission Open
Keywords: uncertainty quantification; data-driven and machine learning; sensitivity analysis and optimization; uncertainty quantization experiment; stochastic systems; modeling and simulation; numerical methods
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Intelligent Systems and Dynamic Scheduling: Optimization and Management
edited by and
submission deadline 30 Sep 2025 | 3 articles | Viewed by 3627 | Submission Open
Keywords: mathematical modeling; intelligent systems; dynamic scheduling; evolutionary computation; intelligent fault diagnosis; combinatorial optimization; operations research; intelligent computing; real-time decision making; reinforcement learning
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Summability and Convergence Methods
edited by Francisco Javier Pérez Fernández, María C. Listán-García and Soledad Moreno-Pulido
submission deadline 30 Sep 2025 | 4 articles | Viewed by 3589 | Submission Open
Keywords: series; asymptotically statistical equivalence; difference sequences; statistical convergence; multiplier convergent series; matrix methods; modulus function; statistical convergence in probability; Boolean algebras; effect algebras; Cesà ro summability; lacunary convergence; f-statistical convergence
(This special issue belongs to the Section C1: Difference and Differential Equations)
Mathematical and Numerical Analysis of Nonlinear Evolution Equations: Advances and Perspectives, 2nd Edition
edited by
submission deadline 30 Sep 2025 | 3 articles | Viewed by 3258 | Submission Open
(This special issue belongs to the Section E4: Mathematical Physics)
Application of Mathematical Methods in Industrial Engineering and Management: 2nd Edition
edited by
submission deadline 30 Sep 2025 | 2 articles | Viewed by 3027 | Submission Open
Keywords: operation research applications; statistics applications; optimization; mathematical modeling; reliability; decision analysis; artificial intelligence applications
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Mathematical Methods for Image Processing and Understanding
edited by , Ivan Gerace and
submission deadline 30 Sep 2025 | 2 articles | Viewed by 2684 | Submission Open
Keywords: image processing; feature extraction and selection; pattern recognition; mathematical methods; regularization techniques; inverse problems in imaging
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Computational Mathematics: Advanced Methods and Applications
edited by
submission deadline 30 Sep 2025 | 2 articles | Viewed by 2638 | Submission Open
Keywords: classical partial/differential/difference equations; conservation laws; shock and rarefaction waves; application of mathematics in Science; response surface method; Mathematica/MATLAB; statistics; best linear unbiased prediction
(This special issue belongs to the Section E: Applied Mathematics)
High-Dimensional Data Analysis and Applications
edited by Mu Yue and
submission deadline 30 Sep 2025 | 3 articles | Viewed by 1733 | Submission Open
Keywords: high-dimensional data analysis; dimensionality reduction; statistical learning; machine learning; predictive modeling; big data applications
(This special issue belongs to the Section D1: Probability and Statistics)
New Advances and Challenges in Neural Networks and Applications
edited by Gongbo Liang and LiangLiang Liu
submission deadline 30 Sep 2025 | 1 articles | Viewed by 1722 | Submission Open
Keywords: deep learning; computer vision; natural language processing; medical imaging; remote sensing; agriculture; and domain-specific applications; model calibration; vulnerability; robustness; interpretability; etc.; classification; segmentation; and detection; language-vision integration; cyber security
(This special issue belongs to the Section E: Applied Mathematics)
Stochastic Control and Optimization in Mathematical Finance
edited by Qi Wang and Juho Kanniainen
submission deadline 30 Sep 2025 | 2 articles | Viewed by 1670 | Submission Open
Keywords: stochastic control; optimization; mathematical finance; portfolio optimization; risk management; derivative pricing; asset allocation; financial modeling; decision making; uncertainty
(This special issue belongs to the Section E5: Financial Mathematics)
Analytical Methods and Qualitative Analysis for Differential Equations
edited by Fengping Yao
submission deadline 30 Sep 2025 | 2 articles | Viewed by 1629 | Submission Open
Keywords: partial differential equations; ordinary differential equations; nonlinear dynamical systems; harmonic analysis; soliton theory; mathematical physics; fluid mechanics; integrable system; exact solutions; analytical methods and qualitative analysis for differential equations
(This special issue belongs to the Section C1: Difference and Differential Equations)
Mathematical Modeling of Complex Entangled Structures submission deadline 30 Sep 2025 | Viewed by 749 | Submission Open
Keywords: knot theory; knot classification; mathematical modeling; computational topology; applications in biology; chemistry; and physics; periodic entanglements and fabric structures; low-dimensional topology
(This special issue belongs to the Section B: Geometry and Topology)
New Perspectives in Harmonic Analysis
edited by Stephen Casey
submission deadline 30 Sep 2025 | 1 articles | Viewed by 644 | Submission Open
Keywords: shannon sampling; irregular sampling; interpolation theory; Gabor systems; wavelets; frame theory; information theory; deep learning
(This special issue belongs to the Section E: Applied Mathematics)
Advanced Mathematical Methods in Remote Sensing
edited by Andrija Krtalić, Marko Horvat and
submission deadline 30 Sep 2025 | 1 articles | Viewed by 630 | Submission Open
Keywords: digital image processing; big data analysis and processing; image classification (multispectral; hyperspectral); spatial data analysis; spatiotemporal monitoring and analyzing; data visualization and presentation; machine learning; artificial neural networks and deep learning; artificial intelligence methods.
(This special issue belongs to the Section E: Applied Mathematics)
Research on Graph Neural Networks and Knowledge Graph
edited by Zhaowei Liu, and
submission deadline 30 Sep 2025 | 1 articles | Viewed by 536 | Submission Open
Keywords: graph neural networks; knowledge graph representation; deep graph learning
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Research on Delay Differential Equations and Their Applications
edited by
submission deadline 30 Sep 2025 | 1 articles | Viewed by 523 | Submission Open
Keywords: numerical solution; analytical solution; modeling; stability analysis; convergence; delay diffusion equations; delay wave-type equations; partial differential equations with delay; partial functional differential equations; fractional delay partial differential equations
(This special issue belongs to the Section C1: Difference and Differential Equations)
Mathematical Methods for Control Systems and Signal Processing with Applications submission deadline 30 Sep 2025 | Viewed by 496 | Submission Open
Keywords: mathematical methods; characterization and modeling; monitoring and diagnosing; control methodologies; control systems; signal processing; real-time systems
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Complex System Dynamics and Image Processing
edited by Hao Zhang
submission deadline 30 Sep 2025 | Viewed by 490 | Submission Open
Keywords: chaos; memristor; dynamics; nonlinear analysis; image encryption; image hiding; steganography; image compression; watermarking
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Numerical Analysis and Algorithms for High-Performance Computing
edited by , Xiaoqiang Yue, Xuguang Chen and Tiaojie Xiao
submission deadline 30 Sep 2025 | Viewed by 469 | Submission Open
Keywords: high-performance computing (HPC); numerical analysis; sparse matrix computations; direct and iterative methods; electromagnetic computation; algorithm optimization; structural mechanics; parallel-in-time; multigrid methods; domain decomposition; machine learning in HPC
(This special issue belongs to the Section E: Applied Mathematics)
Mathematics Optimization Algorithms and Scheduling Optimization of Manufacturing Systems
edited by , Zhihai Zhang, Jian Chen and Chaobo Yan
submission deadline 30 Sep 2025 | 1 articles | Viewed by 429 | Submission Open
Keywords: manufacturing system; scheduling; service-oriented manufacturing; intelligent manufacturing; sustainable manufacturing; optimization methods
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Mathematics of Computer Networking in Real-World Applications
edited by , and Hongbing Ma
submission deadline 30 Sep 2025 | Viewed by 401 | Submission Open
Keywords: multi-agent cooperation; game theory; path planning; round up strategy; security of computer networking; abnormality detection in computer networking; reinforcement learning; mathematical optimization
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematical Models and Methods in Computational Social Science
edited by Ye Wu, Lin Zhang and Xiaofan Liu
submission deadline 30 Sep 2025 | 1 articles | Viewed by 385 | Submission Open
Keywords: computational methods; social robots; agent-based modeling; social network analysis; mathematical modeling; complex systems; big data analytics; opinion dynamics; quantitative social science
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematical Modeling and Numerical Simulation
edited by Kangli Xu
submission deadline 30 Sep 2025 | 1 articles | Viewed by 374 | Submission Open
Keywords: numerical methods; uncertainty quantification; computational fluid dynamics; model order reduction; optimization and control; high-performance computing
(This special issue belongs to the Section C: Mathematical Analysis)
Matrices and Matrix Arithmetic for Machine Learning
edited by Ming Yang
submission deadline 30 Sep 2025 | Viewed by 356 | Submission Open
Keywords: matrix decomposition; low-rank matrix approximations; matrix factorization in machine learning; sparse matrix methods; matrix-based optimization; tensor algebra in machine learning; computational efficiency in machine learning; matrix arithmetic algorithms; deep learning and matrix operations; high-dimensional data analysis 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 special issue belongs to the Section E: Applied Mathematics)
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