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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System Reliability and Quality Management in Industrial Engineering, 2nd Edition
edited by Xian Zhao and
submission deadline 31 Mar 2025 | Viewed by 126 | Submission Open
Keywords: system reliability; reliability modeling; reliability analysis; maintenance policy; operation policy; quality management; quality control; stochastic models; Markov and semi-Markov models
(This special issue belongs to the Section Probability and Statistics)
Bio-Inspired Computation Based on Mathematical Modeling—Theories and Applications in Health Sciences submission deadline 31 Mar 2025 | Viewed by 120 | Submission Open
Keywords: mathematical optimization; mathematical modeling; artificial intelligence; natural computing; agents and multi‐agent systems; complex networks; decision support systems; bioinformatics; biomathematics; sequence analysis; DNA sequencing; sequence assembly; gene function prediction; computational evolutionary biology; comparative genomics; genetics of disease; analysis of mutations in cancer; gene and protein expression; analysis of regulation; analysis of the cellular organization; structural bioinformatics; network and systems biology; molecular interaction network
(This special issue belongs to the Section Mathematical Biology)
Extreme Values, Regular Variation and Empirical Processes
edited by Claudia Neves
submission deadline 31 Mar 2025 | Viewed by 108 | Submission Open
Keywords: spatial and/or temporal process; methodological statistics; nonparametric statistics machine learning; causal inference; regression models; applied probability; graphical models; optimization; data science; applied statistical modelling and simulation
(This special issue belongs to the Section Probability and Statistics)
Modeling, Simulation, Control and Optimization in Engineering with Applications, 2nd Edition submission deadline 31 Mar 2025 | Viewed by 106 | Submission Open
Keywords: control systems; multi-objective optimization; modeling; simulation; optimal control; robustness; stochastic modeling and control; time-varying systems; robust control; adaptative control; model-predictive control; nonlinear control; fuzzy systems; neural networks; numerical methods; fault detection; fault diagnosis; fault tolerance; data-driven control; distributed control systems; evolutionary computation; machine learning; sensor fusion and state estimation; system identification
(This special issue belongs to the Section Engineering Mathematics)
Mathematical Modelling and Optimization of Service Supply Chain, 2nd Edition
edited by
submission deadline 31 Mar 2025 | Viewed by 99 | Submission Open
Keywords: supply chain; service science; mathematical modeling; optimization; complex system; game theory; mathematical and numerical analysis of networks; operations management
(This special issue belongs to the Section Engineering Mathematics)
Application of Machine Learning and Data Mining, 2nd Edition
edited by , , and Jianghong Ma
submission deadline 31 Mar 2025 | Viewed by 98 | Submission Open
Keywords: supervised; unsupervised; and self-learning methods; large-scale data mining; applicable neural networks and artificial intelligence; neural network-based industrial applications; neural model for natural language processing; deep learning for health informatics and biomedical engineering; graph convolutional neural networks and their applications; deep reinforcement learning and its applications; deep sparse and low-rank representation; computer vision and pattern recognition techniques
(This special issue belongs to the Section Mathematics and Computer Science)
Application of Artificial Intelligence to Computational Fluid Dynamics Problems
edited by Ioannis William Kokkinakis and
submission deadline 31 Mar 2025 | Viewed by 94 | Submission Open
Keywords: computational fluid dynamics; machine learning algorithms; laminar; transitional and turbulent flows; multi-scale flows; multi-phase flows; AI in fluid mechanics applications in science; technology and medicine
(This special issue belongs to the Section Engineering Mathematics)
Mathematics Methods in Image Processing and Computer Vision
edited by Yuwu Lu
submission deadline 31 Mar 2025 | Viewed by 90 | Submission Open
Keywords: pattern recognition and machine learning; image processing and computer vision; biometric recognition; feature extraction and feature selection; cross-modal learning; optimization and learning methods; medical image analysis; document analysis and recognition
(This special issue belongs to the Section Mathematics and Computer Science)
Econophysics, Financial Markets, and Artificial Intelligence
edited by
submission deadline 31 Mar 2025 | Viewed by 79 | Submission Open
Keywords: econophysics; agent-based modeling; financial markets; machine learning; neural networks; reinforcement learning; market prediction; algorithmic trading; computational finance; nonlinear dynamics
(This special issue belongs to the Section Financial Mathematics)
Numerical Analysis and Algorithms for High-Performance Computing
edited by , Xiaoqiang Yue, Xuguang Chen and Tiaojie Xiao
submission deadline 31 Mar 2025 | Viewed by 67 | 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 Computational and Applied Mathematics)
Soliton Theory and Integrable Systems in Mathematical Physics
edited by Harold Blas
submission deadline 31 Mar 2025 | Viewed by 56 | Submission Open
Keywords: numerical simulation; solitons; quasi-integrability; nonlinear evolutions; symmetries; conserved charges
(This special issue belongs to the Section Mathematical Physics)
Research and Advances in Network Security
edited by
submission deadline 31 Mar 2025 | Viewed by 55 | Submission Open
Keywords: innovative security protocols; contemporary networking scenarios; secure networks; robust data protection; quantum-resistant algorithms; IDPSs; AI-driven approaches
(This special issue belongs to the Section Mathematics and Computer Science)
Geometry and Symmetry in Mathematical Physics submission deadline 31 Mar 2025 | Viewed by 53 | Submission Open
Keywords: differential geometry; Riemannian and pseudo-Riemannian Metrics; Lie groups; holonomy
Advancements in Applied Mathematics for Economic Data Analytics: Models, Methods, and Applications
edited by Alessandro Mazzoccoli, and
submission deadline 31 Mar 2025 | Viewed by 52 | Submission Open
Keywords: mathematical models; applied mathematics; mathematical models for economics; mathematical models for finance; data analysis; forecasting; differential equations; stochastic differential equations; dynamical systems
(This special issue belongs to the Section Financial Mathematics)
Advances in the Research of Complex Network Algorithms
edited by
submission deadline 31 Mar 2025 | Viewed by 51 | Submission Open
Keywords: models of complex networks; structural network properties and analysis; network statistical inference; machine learning with graphs; complex networks and information systems
(This special issue belongs to the Section Network Science)
Algebraic Coding and Control Theory submission deadline 31 Mar 2025 | Viewed by 44 | Submission Open
Keywords: algebraic coding theory; control theory; error-correcting codes; linear dynamical systems; convolutional codes
(This special issue belongs to the Section Algebra, Geometry and Topology)
Applied Mathematics and Optimization Algorithms in Supply Chains
edited by Laura Calvet and
submission deadline 31 Mar 2025 | Viewed by 42 | Submission Open
Keywords: supply chains; transportation; logistics; intelligent computing; operations research; metaheuristics; simulation; resilience
(This special issue belongs to the Section Mathematics and Computer Science)
Trustworthy Graph Neural Networks: Models and Applications, 2nd Edition
edited by and Xiao Wang
submission deadline 31 Mar 2025 | Viewed by 42 | Submission Open
Keywords: graph neural networks; deep learning for graphs; graph representation learning; spectral graph theory; robust graph neural networks; explainable graph neural networks; stable graph neural networks; uncertainty in graph neural networks; graph-neural-network-related applications
(This special issue belongs to the Section Mathematics and Computer Science)
Bioinformatics and Mathematical Modelling
edited by Juntao Liu and Ting Yu
submission deadline 31 Mar 2025 | Viewed by 40 | Submission Open
Keywords: protein; primary sequence; tertiary structure; binding sites; binding affinity; complex structure; peptide function
(This special issue belongs to the Section Mathematical Biology)
Advanced Control of Complex Dynamical Systems and Robotics with Applications
edited by Gang Wang, and Qingdu Li
submission deadline 31 Mar 2025 | Viewed by 34 | Submission Open
Keywords: modeling and control of robotics; machine learning algorithms; complex systems and stability analysis; distributed control of multiagent systems
(This special issue belongs to the Section Engineering Mathematics)
Reliability Management and Maintenance Optimization with Mathematical Models in Industrial Engineering
edited by Wenjie Dong and Yingsai Cao
submission deadline 31 Mar 2025 | Viewed by 22 | Submission Open
Keywords: reliability management; degradation modeling; preventive maintenance; quality engineering; mathematical methods; industrial engineering
(This special issue belongs to the Section Engineering Mathematics)
Numerical Model and Artificial Intelligence in Mining Engineering
edited by Zhi Yu
submission deadline 31 Mar 2025 | Viewed by 11 | Submission Open
Keywords: surface mining; underground mining; rock mechanics; drilling and blasting; rockburst; finite element method; discrete element method; machine learning technique; deep-learning theory; metaheuristic algorithm
(This special issue belongs to the Section Computational and Applied Mathematics)
Mathematical Methods in Machine Learning, Neural Networks and Computer Vision
edited by Zhaoxian Zhou
submission deadline 31 Mar 2025 | Viewed by 7 | Submission Open
Keywords: machine learning; deep learning; neural networks; image processing; pattern recognition; computer vision; mathematical methods; optimization algorithms; statistical models; autonomous systems
(This special issue belongs to the Section Mathematics and Computer Science)
Safety and Reliability of Autonomous Systems
edited by Sharareh Taghipour
submission deadline 31 Mar 2025 | Submission Open
Keywords: autonomous systems; reliability modelling; safety engineering; quality assurance; mathematical modelling; probabilistic model; nonlinear programming
(This special issue belongs to the Section Engineering Mathematics)
Complex Process Modeling and Control Based on AI Technology
edited by Jie Hu, and Pan Yu
submission deadline 1 Apr 2025 | 1 articles | Viewed by 629 | Submission Open
Keywords: data-driven modeling; artificial intelligence; process control; dynamical systems modelling; machine learning
(This special issue belongs to the Section Mathematics and Computer Science)
Research on Applied Partial Differential Equations
edited by Erwin Suazo and
submission deadline 1 Apr 2025 | Viewed by 137 | Submission Open
Keywords: fractional calculus; ordinary differential equations; partial differential equations; stochastic differential equations; nonlinear wave propagation; applications of difference and differential equations in finance (or applications in finance); differential learning methods
(This special issue belongs to the Section Difference and Differential Equations)
Bayesian Networks: Parameter and Structure Learning with Their Real-World Applications for Decision Making
edited by Marta Pittavino
submission deadline 1 Apr 2025 | Viewed by 103 | Submission Open
Keywords: additive Bayesian networks; dynamic Bayesian networks; decision sciences; choice of the prior distribution; factorization of the joint probability; score functions
(This special issue belongs to the Section Probability and Statistics)
New Approaches to Data Analysis and Data Analytics
edited by Ildar Z. Batyrshin and
submission deadline 1 Apr 2025 | Viewed by 79 | Submission Open
Keywords: subjective information; uncertainty modeling; fuzzy-probabilistic models; fuzzy relations; measures of relationships; similarity measures; correlation functions; involutivity; bipolarity
(This special issue belongs to the Section Fuzzy Sets, Systems and Decision Making)
Advances in Queueing Theory and Applications
edited by
submission deadline 1 Apr 2025 | Viewed by 39 | Submission Open
Keywords: queueing theory; stochastic modeling; applied probability
(This special issue belongs to the Section Probability and Statistics)
Statistics and Probabilities and Their Role within Health Sciences submission deadline 10 Apr 2025 | 2 articles | Viewed by 2054 | Submission Open
(This special issue belongs to the Section Computational and Applied Mathematics)
Advances in Partial Differential Equations: Methods and Applications
edited by Xiaojie Hou, Yi Li and Shuangjie Peng
submission deadline 10 Apr 2025 | 1 articles | Viewed by 907 | Submission Open
Keywords: existence; uniqueness; stability; bifurcation; singular perturbation; pattern
(This special issue belongs to the Section Computational and Applied Mathematics)
Methods and Applications of Machine Learning and Big Data Analytics
edited by Verena Kantere and Juanying Xie
submission deadline 10 Apr 2025 | Viewed by 27 | Submission Open
Keywords: machine learning; big data analytics; graph neural networks
(This special issue belongs to the Section Mathematics and Computer Science)
Advances in the Research on Solutions of Impulsive Differential Equations
edited by and
submission deadline 10 Apr 2025 | Submission Open
Keywords: impulsive dynamic system; (random) impulsive differential equations; stability theory; existence theory; optimal control; bifurcation and chaos; random dynamic system; stochastic dynamic system
(This special issue belongs to the Section Difference and Differential Equations)
Big Data-Driven Responsible Edge Intelligence: Privacy, Security, Robustness, and Potential
edited by and Jianghua Liu
submission deadline 15 Apr 2025 | Viewed by 291 | Submission Open
Keywords: edge computing; big data; machine learning; artificial intelligence; security issues; data transmission
(This special issue belongs to the Section Mathematics and Computer Science)
Advances in Computational Mathematics and Applied Mathematics
edited by , and Qiang Ma
submission deadline 18 Apr 2025 | 1 articles | Viewed by 582 | Submission Open
Keywords: partial differential equations; ordinary differential equations; stochastic differential equations; fractional differential equations; fractional calculus; inverse and ill-posed problems; regularization methods; numerical methods; multigrid methods; wavelet methods; homotopy methods; structure-preserving methods; artificial intelligence; deep learning; reinforcement learning; compact radial basis function approximations; approximations based on neural networks; node layouts for irregular domains; multi-asset option pricing problems; numerical methods for matrix functions; iterative methods for the solution of nonlinear equations; Schulz-type iterative method for generalized matrix inversion; biostatistics and pattern recognition; combination counting; separation theory; information security; fractional Fourier transform and its applications; interdisciplinary application of mathematics and other disciplines
(This special issue belongs to the Section Computational and Applied Mathematics)
Stochastic Processes and Queuing Models in Operations Research, Logistics, and Inventory
edited by
submission deadline 28 Apr 2025 | Viewed by 68 | Submission Open
Keywords: inventory; logistics; applied probability; stochastic processes; queueing systems
(This special issue belongs to the Section Engineering Mathematics)
New Trends in Computational Methods and Stochastic Modelling in Scientific Machine Learning
edited by Xiang Zhou
submission deadline 29 Apr 2025 | Viewed by 198 | Submission Open
Keywords: stochastic continuous models; Monte Carlo method; scientific machine learning; deep learning
Optimization and Simulation in Mechanical Engineering and Computer Aided Design submission deadline 30 Apr 2025 | 5 articles | Viewed by 9073 | Submission Open
Keywords: topology optimization; simulation and optimization; applied mathematics; parametric modelling; complex curves and surfaces; mechanical engineering processes; computer aided design and applications; artificial intelligence algorithms
(This special issue belongs to the Section Engineering Mathematics)
Computational and Mathematical Methods in Information Science and Engineering, 2nd Edition submission deadline 30 Apr 2025 | 7 articles | Viewed by 8554 | Submission Open
Keywords: computational intelligence; mathematical modeling; data mining; text/document analysis; optimization; big data analysis; deep learning; complex networks; software defects detection; e-commerce; social network; information systems; recommendation systems; intelligent logistics; intelligent energy management; intelligent education; intelligent tourism
(This special issue belongs to the Section Engineering Mathematics)
Computational Methods and Applications for Numerical Analysis, 2nd Edition
edited by and
submission deadline 30 Apr 2025 | 5 articles | Viewed by 4437 | Submission Open
(This special issue belongs to the Section Computational and Applied Mathematics)
Mathematical Techniques and New ITs for Smart Manufacturing Systems
edited by Kai Ding and
submission deadline 30 Apr 2025 | 3 articles | Viewed by 3363 | Submission Open
Keywords: smart manufacturing system; cyber-physical production system; smart production management; 3D printing and additive manufacturing; low carbon manufacturing; mathematical planning; statistical learning; industrial internet of things; cloud-edge interplay; digital twins; deep learning; blockchain
(This special issue belongs to the Section Mathematics and Computer Science)
Graph Theory and Network Theory submission deadline 30 Apr 2025 | 3 articles | Viewed by 2540 | Submission Open
Keywords: network optimization; network reliability; binary state flow networks; multistate flow networks; exact and approximation approaches; and algorithms.
(This special issue belongs to the Section Mathematics and Computer Science)
Applied Mathematical Modelling and Dynamical Systems, 2nd Edition submission deadline 30 Apr 2025 | 3 articles | Viewed by 2026 | Submission Open
Keywords: mathematical modeling; dynamical systems; nonlinear systems; theory of singularities; fixed point theory; bifurcation theory; complex systems; iteration theory; topological dynamics; ergodic theory; symbolic dynamics; population dynamics; embedding problems; networks; synchronization; simulation; chaos; functional equations
(This special issue belongs to the Section Dynamical Systems)
Computational Mechanics and Dynamics: Latest Advances and Prospects submission deadline 30 Apr 2025 | 1 articles | Viewed by 1771 | Submission Open
Keywords: computational mechanics; computational dynamics; finite element analysis; multi-body dynamics; computational fluid dynamics; computational solid mechanics; nonlinear dynamics; numerical algorithms; simulation techniques; emerging trends
(This special issue belongs to the Section Computational and Applied Mathematics)
Mathematics, Computer Programming, and Artificial Intelligence in 2D and 3D Software submission deadline 30 Apr 2025 | 1 articles | Viewed by 1629 | Submission Open
Keywords: mathematics; programming; artificial intelligence; coding; industry 5.0; 2D and 3D software; open-source; digital; addons
(This special issue belongs to the Section Mathematics and Computer Science)
New Trends in Nonlinear Dynamics and Nonautonomous Solitons
edited by Tatyana L. Belyaeva, Vladimir Serkin and Lubomir Kovachev
submission deadline 30 Apr 2025 | 1 articles | Viewed by 1569 | Submission Open
Keywords: mathematical physics; nonlinear wave theory; optics and Photonics; nonlinear dynamics and solitary waves; autonomous and nonautonomous dynamical systems; nonlinear evolution equations and modulational instability; completely integrable and nonintegrable novel mathematical models; inverse scattering transform with varying spectral parameters; nonautonomous solitons; hidden symmetry reductions; mathematics of soliton supercontinuum; mathematical modeling and numerical methods for solving new evolution equations; mathematical modeling using machine learning algorithms; approaches; and architectures of neural networks
(This special issue belongs to the Section Dynamical Systems)
Financial Mathematics III
edited by
submission deadline 30 Apr 2025 | 1 articles | Viewed by 1461 | Submission Open
Keywords: financial mathematics; bonds and interest rates dynamics; asset allocation and portfolio theory; derivatives and option pricing; credit and sovereign risks; socially responsible investments; performance evaluation of mutual funds; data envelopment analysis; machine learning algorithms; neural networks
(This special issue belongs to the Section Financial Mathematics)
Condensed Matter Physics and Statistical Mechanics in Applied Mathematics
edited by Jonas R.F. Lima
submission deadline 30 Apr 2025 | Viewed by 216 | Submission Open
Keywords: disorder; phase transitions; transport properties; topology; magnetism; nonequilibrium statistics; many-body physics
(This special issue belongs to the Section Mathematical Physics)
Big Data Analytics for Social Good
edited by Jiaxing Shen, Yu-An Huang and Yunfei Long
submission deadline 30 Apr 2025 | Viewed by 196 | Submission Open
Keywords: big data; social good; IoT; NLP; bioinformatics; public health; smart cities; environmental sustainability; education; community resilience
(This special issue belongs to the Section Mathematics and Computer Science)
Application of Mathematical Analysis and Theory to Robotics
edited by and L. A. Alcaraz-Caracheo
submission deadline 30 Apr 2025 | Viewed by 117 | Submission Open
Keywords: higher-order kinematics; Lie algebra; screw theory; Euclidean group; polynomial equation reduction; elimination methods in kinematics; path planning trajectory; symbolic computation; closed-form solutions; topology optimization; software development; robot stability; computational geometry in robotics; robot singularities; parametrization; synthesis; Monte Carlo methods
(This special issue belongs to the Section Mathematics and Computer Science)
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