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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Mathematical Applications in Mechanical and Civil Engineering submission deadline 28 Feb 2025 | Viewed by 317 | Submission Open
Keywords: optimization; computational and numerical methods; signal processing; machine learning; mathematical modeling; control; engineering problems; dimensional analysis
(This special issue belongs to the Section Engineering Mathematics)
Recent Advances in Artificial Intelligence and Machine Learning, 2nd Edition
edited by , and Yonghui Xu
submission deadline 28 Feb 2025 | Viewed by 287 | Submission Open
Keywords: artificial intelligence; machine learning; computer vision; natural language processing; intelligent speech; interpretable algorithms; deepfake; Artificial intelligence; Machine learning; Deep learning; Neural networks; Natural language processing; Computer vision; Reinforcement learning; Supervised learning; Unsupervised learning; Semi-supervised learning; Transfer learning; Generative models; Data augmentation; Feature extraction; Hyperparameter tuning; Model interpretability; Explainable AI; Adversarial learning; Federated learning; Ethical AI; Meta-learning; Graph neural networks; Evolutionary algorithms; Swarm intelligence; Decision trees; Random forests; Ensemble learning; Bayesian networks; Support vector machines; Anomaly detection; Clustering algorithms; Dimensionality reduction; Active learning; Multi-task learning; Self-supervised learning; Data mining; Knowledge representation; Autonomous systems; Robotics; Cognitive computing
(This special issue belongs to the Section Mathematics and Computer Science)
Advances in Biological Systems with Mathematics
edited by and Carlos Borau Zamora
submission deadline 28 Feb 2025 | Viewed by 287 | 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 Mathematical Biology)
Recent Advances in Statistical Machine Learning
edited by Michelle Xia
submission deadline 28 Feb 2025 | Viewed by 267 | 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 Probability and Statistics)
Boundary Element Methods in Engineering
edited by Jianming Zhang, Fenglin Zhou and Baotao Chi
submission deadline 28 Feb 2025 | Viewed by 262 | Submission Open
Keywords: boundary element methods; finite element methods; finite volume methods; computer graphics; difference and differential equations; mathematics and computer science; computational and applied mathematics; structured and unstructured mesh generation; fundamental solution and related methods; collocation methods of the radial basis function; other mesh reduction and meshless methods; particle methods; other emerging and non-traditional numerical methods; advanced engineering analyses and applications
(This special issue belongs to the Section Engineering Mathematics)
Mathematical Computational Methods in Heat Transfer and Fluid Flow
edited by Whady F. Florez
submission deadline 28 Feb 2025 | Viewed by 253 | Submission Open
Keywords: mathematical computational methods; heat transfer; fluid flow; finite elements; meshless methods; aerospace engineering; energy systems; biomedical engineering; thermal management; cooling systems; heat exchangers; multiscale simulations
(This special issue belongs to the Section Engineering Mathematics)
AI Advances in Edge Computing
edited by Qun Wang
submission deadline 28 Feb 2025 | Viewed by 243 | Submission Open
Keywords: edge AI; GenAI security; sparsity pruning; network compression; convolutional neural networks; edge computing; large language models; mixed sparsity
(This special issue belongs to the Section Mathematics and Computer Science)
Advances in Statistical Methods for Time Series Analysis
edited by
submission deadline 28 Feb 2025 | Viewed by 235 | Submission Open
Keywords: statistics for time series analysis; mathematical methods for time series analysis; time series analysis in economics; finance; engineering; healthcare; and medicine; econometric methods for time series; time series forecasting; multivariate methods for economics and finance; risk management; machine learning methods for time series analysis and forecasting; artificial intelligence methods for time series analysis and forecasting; network and neural network models; alternative time series data analysis and forecasting; financial time series analysis and digital finance; cryptocurrency data analysis and forecasting; time series methods of climate change impacts on population; economics; and finance
(This special issue belongs to the Section Probability and Statistics)
Advances in Numerical Mathematics for High-Performance Computing in the Exascale Era
edited by Luisa Carracciuolo, and
submission deadline 28 Feb 2025 | Viewed by 235 | Submission Open
Keywords: mathematical models (particle-based versus continuum representations; scale-bridging models; etc.); discretization algorithms (high-order discretizations; parallel-in-time discretizations; etc.); solution algorithms (communication avoiding algorithms; multiple-precision algorithms; resilient algorithms; etc.); error analysis and uncertainty quantification; efficient and effective parallel numerical software for many cores and heterogeneous computing systems
(This special issue belongs to the Section Computational and Applied Mathematics)
Computational Models for Medical Images
edited by Jiling Feng
submission deadline 28 Feb 2025 | Viewed by 184 | Submission Open
Keywords: numerical models; computational models; computational fluid dynamics; finite element (FE) model; multiphysics and multiscale models; CFD and FSI models
(This special issue belongs to the Section Mathematics and Computer Science)
Advances in Proportional-Integral-Derivative-Based Control of Dynamic Systems: Theory and Applications submission deadline 28 Feb 2025 | Viewed by 178 | Submission Open
Keywords: proportional-integral-derivative (PID) control; automatic reset; hyper reset; constrained control; controller tuning; optimal control; time-delay control; discrete control implementation
Nonlinear Dynamics and Stochastic Modeling of Complex Systems
edited by Thomas M Michelitsch and Alejandro Pérez Riascos
submission deadline 28 Feb 2025 | Viewed by 134 | Submission Open
Keywords: population dynamics; epidemic spreading; compartment models; predator-prey models; nonlinear systems with random delay effects and memory; stochastic chaos
(This special issue belongs to the Section Computational and Applied Mathematics)
Physics Contributions to Mathematical Developments
edited by Daniel Benjamin Berdichevsky
submission deadline 28 Feb 2025 | Viewed by 125 | Submission Open
Keywords: dynamical systems; as observed in classical and quantum mechanics; thermodynamics and ergodic theory; non-linear differential solutions and their boundary conditions; geometrical; vector; and tensor invariants and others; probabilities and number theory applied to many body systems; continuous and noncontinuous multidimensional structures
(This special issue belongs to the Section Mathematical Physics)
Nonlinear Dynamics and Chaos Theory, 2nd Edition
edited by and
submission deadline 28 Feb 2025 | Viewed by 108 | Submission Open
Keywords: stability; bifurcation; chaos; hidden and multi-scroll attractors; singularities
(This special issue belongs to the Section Computational and Applied Mathematics)
Advances in Mathematical Analytics and Operations Research
edited by
submission deadline 28 Feb 2025 | Viewed by 105 | Submission Open
Keywords: mathematical analytics; operations research; optimization techniques; supply chain optimization; decision analysis; numerical methods; algorithm development; process optimization
(This special issue belongs to the Section Financial Mathematics)
Topological Analysis and Computation of Chemical Graphs and Physical Networks
edited by Haiying Wang and Shaohui Wang
submission deadline 28 Feb 2025 | Viewed by 102 | Submission Open
Keywords: chemical indices; labeling; topological analysis and computation; algorithms; molecular graphs; complex networks
(This special issue belongs to the Section Network Science)
Advances in Probability and Statistics: Emerging Trends and Real-World Applications
edited by Rosario Delgado and Isabel Serra
submission deadline 28 Feb 2025 | Viewed by 92 | Submission Open
Keywords: probability and stochastic processes; statistics; machine learning; extreme events modeling; healthcare; economics; social sciences; environmental sciences; engineering; complex systems
Mathematical Models and Theoretical Approaches in Software Engineering and Computational Intelligence
edited by Piotr Kosiuczenko
submission deadline 28 Feb 2025 | Viewed by 79 | Submission Open
Keywords: mathematical models in software engineering; mathematical models of information systems; mathematical models of information of computation; mathematic methods for computational intelligence; algorithms and logical aspects of computation
(This special issue belongs to the Section Mathematics and Computer Science)
Cryptologic Mathematics
edited by Chun Guo and Ling Song
submission deadline 28 Feb 2025 | Viewed by 59 | Submission Open
Keywords: number theory; boolean algebra; sequences; coding theory; combinatorial structures; cryptography
(This special issue belongs to the Section Network Science)
Advances in Nonlinear Elliptic and Parabolic Equations
edited by Mengyao Ding
submission deadline 28 Feb 2025 | Viewed by 57 | Submission Open
Keywords: chemotaxis models; p-Laplacian; nonlocal operators
(This special issue belongs to the Section Difference and Differential Equations)
Advanced Research in Pure and Applied Algebra
edited by
submission deadline 1 Mar 2025 | 4 articles | Viewed by 2703 | 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 Algebra, Geometry and Topology)
Advanced Computational Intelligence in Cloud/Edge Computing
edited by , Zhengxin Yu and
submission deadline 1 Mar 2025 | 2 articles | Viewed by 2078 | Submission Open
Keywords: cloud/edge computing; resource optimization; deep reinforcement learning; task scheduling/offloading; service deployment/migration; federated learning; traffic prediction; content caching; security/privacy protection; model compression
(This special issue belongs to the Section Mathematics and Computer Science)
Intelligent Perception Computing and Graph Neural Networks: Algorithms, Applications, and New Challenges
edited by , and Zhuotao Lian
submission deadline 1 Mar 2025 | 1 articles | Viewed by 972 | Submission Open
Keywords: graph neural networks; intelligent perception computing; parallel and distributed computing; multi-modal data integration; computer vision; sensor networks; wireless communication; data privacy
(This special issue belongs to the Section Mathematics and Computer Science)
Stochastic Control and Optimization in Mathematical Finance
edited by Qi Wang and Juho Kanniainen
submission deadline 1 Mar 2025 | Viewed by 164 | 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 Financial Mathematics)
Mathematical Biology and Infectious Diseases
edited by and
submission deadline 1 Mar 2025 | Viewed by 112 | Submission Open
Keywords: dynamical systems; data-driven and data-infused modeling; multiscale modeling; multi-omics in epidemics; ecology and evolution of infectious diseases
(This special issue belongs to the Section Mathematical Biology)
Discrete Event Dynamic Systems and Applications
edited by Gaiyun Liu and
submission deadline 5 Mar 2025 | 2 articles | Viewed by 1468 | Submission Open
Keywords: discrete event dynamic system; formal method; property verification; networked control system; cyber security; system control; optimization and scheduling; distributed system; system reconfiguration; stochastic process and uncertainty; timing aspects in DEDS and hybrid systems; cyber– physical system; artificial intelligence in discrete event dynamic system; applications of discrete event dynamic system
(This special issue belongs to the Section Engineering Mathematics)
Application of Regression Models, Analysis and Bayesian Statistics
edited by Fernando Ferraz do Nascimento and
submission deadline 10 Mar 2025 | 3 articles | Viewed by 1902 | Submission Open
Keywords: regression models; Bayesian analysis; MCMC; environmental data; spatial models; financial data; extreme value theory
(This special issue belongs to the Section Probability and Statistics)
Advanced Applications of Deep Learning Methods: Interdisciplinary Perspectives
edited by and
submission deadline 10 Mar 2025 | 1 articles | Viewed by 1484 | Submission Open
Keywords: deep learning; machine learning; medical diagnosis; medical data; medical image processing; medical system
(This special issue belongs to the Section Mathematical Biology)
Computational Methods in Fluid Dynamics: Advances and Prospects
edited by Jorge Balbas
submission deadline 10 Mar 2025 | Viewed by 115 | Submission Open
Keywords: high-performance computing in CFD; advanced numerical methods; surrogate modeling and reduced order models; data-driven turbulence modeling; multiphysics and multiscale modeling; uncertainty quantification and reliability; biomedical fluid dynamics; geophysical flows; optimization and control; advanced visualization techniques
(This special issue belongs to the Section Computational and Applied Mathematics)
New Advances in Applied Cryptography, Network Security and Data Privacy
edited by Miodrag Mihaljevic
submission deadline 15 Mar 2025 | 3 articles | Viewed by 1751 | Submission Open
Keywords: lightweight cryptography; network security; data privacy; blockchain technology; machine learning
(This special issue belongs to the Section Mathematics and Computer Science)
Improved Mathematical Methods in Decision Making Models
edited by Gino K. Yang
submission deadline 15 Mar 2025 | Viewed by 101 | Submission Open
Keywords: improved solution method; analytic method; inventory model; fuzzy set theorem; pattern recognition; analytic hierarchy process
(This special issue belongs to the Section Engineering Mathematics)
Soft Computing Techniques and Mathematical Modelling for Complex Dynamic Systems submission deadline 17 Mar 2025 | 5 articles | Viewed by 7674 | Submission Open
Keywords: fuzzy-set- and logic-based methods for dynamic systems; mathematical modelling of biological systems; data-driven discovery of systems’ governing equations; deep learning applications in dynamic systems; stability analysis and control of biological systems; evolutionary algorithms; swarm intelligent algorithms; other natural computing algorithms
(This special issue belongs to the Section Fuzzy Sets, Systems and Decision Making)
Financial Mathematics and Applications submission deadline 20 Mar 2025 | 3 articles | Viewed by 7766 | Submission Open
Keywords: transform methods in derivatives pricing; Lé vy processes; volatility modeling; random fields and stochastic strings; term-structure models; Malliavin calculus; state-space models; applications of techniques from financial mathematics to other fields (e.g.; epidemiology; mathematical biology; or physics)
(This special issue belongs to the Section Financial Mathematics)
Applications of Mathematics in Neural Networks and Machine Learning
edited by and Edward Yapp
submission deadline 20 Mar 2025 | 2 articles | Viewed by 2287 | Submission Open
Keywords: neural networks; learning theory; machine learning; information theory
(This special issue belongs to the Section Computational and Applied Mathematics)
Computational Mathematics: Advanced Methods and Applications
edited by
submission deadline 20 Mar 2025 | 1 articles | Viewed by 927 | 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 Computational and Applied Mathematics)
Advances in Probability Theory and Stochastic Analysis
edited by Paramahansa Pramanik
submission deadline 20 Mar 2025 | 1 articles | Viewed by 579 | Submission Open
Keywords: stochastic control; stochastic calculus and stochastic differential equations; statistical inference and stochastic processes; mathematical biology; stochastic analysis in sports
(This special issue belongs to the Section Probability and Statistics)
Computational Intelligence and Evolutionary Algorithms
edited by Mohammadhassan Tayaraninajaran
submission deadline 20 Mar 2025 | Viewed by 271 | Submission Open
Keywords: machine learning; neural networks; deep learning; fuzzy systems; evolutionary algorithms; swarm intelligence; decision making
(This special issue belongs to the Section Mathematics and Computer Science)
Intelligent Systems and Dynamic Scheduling: Optimization and Management
edited by and
submission deadline 20 Mar 2025 | Viewed by 179 | 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 Engineering Mathematics)
Markov Chain Models and Applications: Latest Advances and Prospects
edited by Ben Swallow
submission deadline 20 Mar 2025 | Viewed by 153 | Submission Open
Keywords: Markov chain Monte Carlo methods and diagnostics; statistical inference and data science for and in Markov chains and processes; sensitivity and uncertainty analysis in Markov chain networks; applications of Markov chains to real-life problems; including; but not limited to; systems biology; ecology; epidemiology; and engineering
(This special issue belongs to the Section Probability and Statistics)
Computational Aerodynamics and Fluid Dynamics: Trends and Challenges
edited by Mohammad Saeedi, Ali Tarokh and Baafour Nyantekyi-Kwakye
submission deadline 20 Mar 2025 | Viewed by 152 | Submission Open
Keywords: numerical algorithms; high-performance computing; turbulence modeling; multiphysics simulations; integration of artificial intelligence
(This special issue belongs to the Section Computational and Applied Mathematics)
Spatial Statistics Methods and Modeling
edited by
submission deadline 20 Mar 2025 | Viewed by 107 | Submission Open
Keywords: spatial statistics; spatial modeling; geostatistics; Markov random field; Gaussian Markov random field; conditional autoregressive; point processes; log Gaussian Cox process
(This special issue belongs to the Section Probability and Statistics)
Mathematical Models, Optimization and Control in Dynamical Systems
edited by Cristiano Marcos Agulhari
submission deadline 20 Mar 2025 | Viewed by 61 | Submission Open
Keywords: dynamical systems; mathematical modeling; optimization and control; simulation; stochastic processes and uncertainty; classical analysis and ODEs; computational mathematics; engineering mathematics; artificial intelligence and mathematics; fuzzy sets and systems; decision theory and decision analysis; general mathematics; interdisciplinary mathematics; mathematical physics
(This special issue belongs to the Section Dynamical Systems)
Fractional Differential Equations, Inclusions and Inequalities with Applications II
edited by
submission deadline 25 Mar 2025 | 13 articles | Viewed by 17397 | Submission Open
Keywords: fractional differential equations; fractional differential inclusions; fractional inequalities; boundary value problem; existence
(This special issue belongs to the Section Difference and Differential Equations)
Progress in Computational and Applied Mechanics
edited by Bingbing Xu and Jian Meng
submission deadline 25 Mar 2025 | Viewed by 752 | Submission Open
Keywords: computational mechanics; numerical methods; finite elements; meshless methods; solid mechanics; dynamics; fluid mechanics; computer simulation
(This special issue belongs to the Section Computational and Applied Mathematics)
Advances in Perception, Control and Optimization Methods in Intelligent Transportation Systems
edited by Haifeng Song, Min Zhou and Xiaoqing Zeng
submission deadline 26 Mar 2025 | 2 articles | Viewed by 2150 | Submission Open
Keywords: intelligent transportation systems (ITS); control theory in transportation; traffic flow optimization; model predictive control (MPC); intelligent perception technologies; machine learning for ITS; advanced routing algorithms; optimization methods in transportation; autonomous vehicle technologies; sustainable urban transport
(This special issue belongs to the Section Engineering Mathematics)
Mathematical Models and Methods for Supply Chain and Operations Research
edited by and Aghelinejad Mohammadmohsen
submission deadline 26 Mar 2025 | 1 articles | Viewed by 1256 | Submission Open
Keywords: mathematical programming (linear; non-linear; multi-objective); supply chain optimization; simulation; statistical; and sensitivity analysis; strategic; tactical; and operational planning; operational routing and scheduling problem; inventory control; sustainability; CO2 emissions; and energy consumption; reverse logistics; financial aspects; resilience
Mathematical Modeling for Fluid Mechanics
edited by
submission deadline 28 Mar 2025 | 2 articles | Viewed by 1795 | Submission Open
Keywords: energy formulation of fluids; variational approaches theory and numerics; biofluids modeling; flows in porous media; combustion theory; flame propagation modeling; perturbation approaches; travelling waves and soliton solutions; regularity; uniqueness and smoothness of fluid solutions; higher order parabolic operators in fluid modeling; p-Laplacian; poly-Laplacian and other bizarre operators in fluid modeling; Navier– Stokes equations; laminar and turbulent flow modeling; finite element analysis; finite difference method; and finite volume method; boundary layer theory; vortex methods; large eddy simulation; particle image velocimetry in fluid modeling; smoothed particle hydrodynamics; scaling laws and dimensional analysis; wind tunnel testing and fluid modeling; wavelet methods for turbulence
(This special issue belongs to the Section Dynamical Systems)
Application of Artificial Intelligence, Machine Learning and Data Science in Industrial and Medical Domains submission deadline 29 Mar 2025 | 4 articles | Viewed by 5290 | Submission Open
Keywords: applied artificial intelligence; applied machine learning; data science; engineering applications of AI; generative AI; intelligent decision support systems; computer vision
(This special issue belongs to the Section Mathematics and Computer Science)
Parallel, Distributed Computing and Computational Mathematics
edited by
submission deadline 30 Mar 2025 | Viewed by 72 | Submission Open
Keywords: parallel computing; distributed computing; computational mathematics; high-performance computing; parallel numerical algorithms; performance optimization; algorithmic complexity; applied mathematics; algorithm design and analysis
(This special issue belongs to the Section Computational and Applied Mathematics)
Chaos Theory and Its Applications to Economic Dynamics
edited by
submission deadline 31 Mar 2025 | 6 articles | Viewed by 15768 | Submission Open
Keywords: chaos theory in economics; chaos theory in financial markets; nonlinear economic dynamics; complex economics dynamics; detection of chaotic behaviour in economics and financial markets; Lyapunov exponents; fractal dimension; nonlinear economic and financial time series analysis; chaos control in economics; forecasting economic and financial time series
(This special issue belongs to the Section Financial Mathematics)
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