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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Advanced Computational Intelligence in Cloud/Edge Computing
edited by , Zhengxin Yu and
submission deadline 1 Mar 2025 | 2 articles | Viewed by 1680 | 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 805 | 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 135 | 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 97 | 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 1293 | 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)
Advanced Applications of Deep Learning Methods: Interdisciplinary Perspectives
edited by and
submission deadline 10 Mar 2025 | 1 articles | Viewed by 1385 | 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)
Application of Regression Models, Analysis and Bayesian Statistics
edited by Fernando Ferraz do Nascimento and
submission deadline 10 Mar 2025 | Viewed by 226 | 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)
Computational Methods in Fluid Dynamics: Advances and Prospects
edited by Jorge Balbas
submission deadline 10 Mar 2025 | Viewed by 98 | 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 | 1 articles | Viewed by 860 | 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 89 | 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 7482 | 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 7415 | 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 2141 | 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 856 | 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 458 | 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 250 | 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 141 | 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)
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 133 | 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)
Markov Chain Models and Applications: Latest Advances and Prospects
edited by Ben Swallow
submission deadline 20 Mar 2025 | Viewed by 110 | 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)
Spatial Statistics Methods and Modeling
edited by
submission deadline 20 Mar 2025 | Viewed by 73 | 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 41 | 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 16649 | 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 711 | 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 1824 | 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 1071 | 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 1663 | 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 4618 | 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 56 | 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 | 5 articles | Viewed by 14282 | 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)
Multiple Criteria Decision Making, 2nd Edition submission deadline 31 Mar 2025 | 5 articles | Viewed by 11352 | Submission Open
Keywords: decent work and economic growth; industry; innovation; and infrastructure; sustainable development; responsible resource consumption and production; climate action; applications of MCDM; modeling of MCDM; decision analysis for sustainable production and consumption; decision support systems; discrete and continuous MCDM; economic diagnosis and forecasting; fuzziness in MCDM; granular computing-based multiobjective or multiattribute optimization; group decision making; integrated approaches for modeling decision making; intuitiveness in MCDM; MCDM methodologies; MCDM theories; MCDM in strategic management; MCDM design issues; multigoal decisions; MODM intelligence problem; multistage multiobjective or multiattribute problems; MCDM negotiation and group decisions; neural-network-based multiobjective or multiattribute optimization; risk management; soft-computing techniques for MCDM; survey and theoretical articles; as well as application papers; the development of MCDM Methods capable of capturing sustainability; the development of MCDM methods capable of capturing sustainability and fuzziness (uncertainty; imprecision and inaccurate definition) of the decision problem; tools for multicriteria decisions
(This special issue belongs to the Section Fuzzy Sets, Systems and Decision Making)
Artificial Intelligence and Algorithms in Intelligent Systems for Augmented Human submission deadline 31 Mar 2025 | 3 articles | Viewed by 9709 | Submission Open
Keywords: augmented human; machine learning; knowledge representation and reasoning; agent based modeling; decision support systems; recommendation systems; optimization algorithms; predictive models; augmented/virtual/mixed realities; digital twin; data science— multivariate analysis; situational awareness; presence; collaborative systems; (cyber) security; defence systems; law enforcement; education; health— rehabilitation
(This special issue belongs to the Section Network Science)
Combinatorial Optimization and Applications
edited by
submission deadline 31 Mar 2025 | 9 articles | Viewed by 8687 | Submission Open
Keywords: optimization; mixed-integer linear programming; large-size models; Boolean problems; heuristics
(This special issue belongs to the Section Computational and Applied Mathematics)
Fractional Calculus and Mathematical Applications, 2nd Edition submission deadline 31 Mar 2025 | 10 articles | Viewed by 7887 | Submission Open
Keywords: fractional calculus; q-calculus; fractional integral and differential operators; fractional differential equation; fractional integral equation; integral inequalities
(This special issue belongs to the Section Computational and Applied Mathematics)
Fuzzy Applications in Industrial Engineering II submission deadline 31 Mar 2025 | 5 articles | Viewed by 7869 | Submission Open
Keywords: fuzzy applications; fuzzy control and reliability; fuzzy manufacturing systems; fuzzy optimization techniques; fuzzy service performance evaluation; fuzzy process capability analysis; fuzzy statistical decision-making
(This special issue belongs to the Section Fuzzy Sets, Systems and Decision Making)
Operations Research and Optimization: Mathematical Methods and Applications
edited by and
submission deadline 31 Mar 2025 | 6 articles | Viewed by 7556 | Submission Open
Keywords: integer programming and combinatorial optimization; exact optimization methods; approximated optimization methods; OR applications
(This special issue belongs to the Section Mathematics and Computer Science)
Mathematical Modeling in Geophysics: Concepts and Practices
edited by
submission deadline 31 Mar 2025 | 5 articles | Viewed by 6770 | Submission Open
Keywords: geophysics; mathematical modeling; time-series analysis; complex systems; nonlinear models; wave propagation; statistical models; fluid mechanics; solid mechanics
(This special issue belongs to the Section Mathematical Physics)
Computational Intelligence in Management Science and Finance
edited by
submission deadline 31 Mar 2025 | 3 articles | Viewed by 6553 | Submission Open
(This special issue belongs to the Section Financial Mathematics)
Graph Theory and Applications, 2nd Edition
edited by
submission deadline 31 Mar 2025 | 7 articles | Viewed by 5964 | Submission Open
Keywords: graph theory; biology; computer science; complex and social networks; engineering
(This special issue belongs to the Section Mathematics and Computer Science)
Parametric and Nonparametric Statistics: From Theory to Applications submission deadline 31 Mar 2025 | 6 articles | Viewed by 5546 | Submission Open
Keywords: empirical processes; high-dimensional data; data mining; extremes; records; time series; regression; econometrics; signal processing; parametric methods; nonparametric methods; semiparametric methods; rank statistics; order statistics; robustness; renewal processes; functional estimation
(This special issue belongs to the Section Probability and Statistics)
Deep Neural Networks: Theory, Algorithms and Applications
edited by , Vianey Guadalupe Cruz Sánchez and
submission deadline 31 Mar 2025 | 4 articles | Viewed by 4669 | Submission Open
Keywords: deep learning; convolutional neural networks; deep believe networks; deep reinforcement learning; generative adversarial networks; recursive neural networks; transformers
(This special issue belongs to the Section Computational and Applied Mathematics)
Dynamic Programming
edited by
submission deadline 31 Mar 2025 | 3 articles | Viewed by 4112 | Submission Open
Keywords: algorithm; optimization; computational problem; mathematical programming; bottom-up approach; iterative method; table lookup
(This special issue belongs to the Section Mathematics and Computer Science)
Algorithms and Models for Bioinformatics and Biomedical Applications
edited by Filippo Geraci and Marco Fornili
submission deadline 31 Mar 2025 | 3 articles | Viewed by 4055 | Submission Open
(This special issue belongs to the Section Mathematical Biology)
Mathematics and Its Applications in Science and Engineering, 3rd Edition submission deadline 31 Mar 2025 | 4 articles | Viewed by 3603 | Submission Open
(This special issue belongs to the Section Engineering Mathematics)
Fractional Calculus: Advances and Applications submission deadline 31 Mar 2025 | 3 articles | Viewed by 3086 | Submission Open
Keywords: methods for solving fractional differential equations; new theory of capacitors; fractional electromagnetic theory; fractional bioengineering; fractional cosmology; non-ordinary mechanics; signal and image processing; fractional biomedical signals and images; fractional circuit theory
(This special issue belongs to the Section Computational and Applied Mathematics)
Differential Geometry, Geometric Analysis and Their Related Applications
edited by Mića S. Stanković
submission deadline 31 Mar 2025 | 5 articles | Viewed by 3059 | Submission Open
Keywords: differential geometry; geometric analysis; manifolds; Finsler geometry; symplectic geometry; contact geometry; complex and Kä hler geometry; geodesic mappings; Minkowski spaces; geometric inequalities; geometric models; infinitesimal deformations of curves and surfaces; tensor calculus; spaces with non symmetric affine connection; generalized Riemannian spaces
(This special issue belongs to the Section Algebra, Geometry and Topology)
Recent Investigations of Differential and Fractional Equations and Inclusions, 3rd Edition
edited by
submission deadline 31 Mar 2025 | 3 articles | Viewed by 2973 | Submission Open
Keywords: differential equations; differential inclusions; fuzzy differential and integral equations; fractional differential equations; difference equations; dynamical models
(This special issue belongs to the Section Difference and Differential Equations)
Computational Modelling and Simulation of Building Materials submission deadline 31 Mar 2025 | 2 articles | Viewed by 2964 | Submission Open
(This special issue belongs to the Section Computational and Applied Mathematics)
Intelligent and Fuzzy Systems in Engineering and Technology
edited by
submission deadline 31 Mar 2025 | 2 articles | Viewed by 2866 | Submission Open
Keywords: fuzzy sets; fuzzy system; semantic learning; granular computing; interpretability
(This special issue belongs to the Section Fuzzy Sets, Systems and Decision Making)
Advanced Methods and Applications in Medical Informatics
edited by Chengsheng Mao and
submission deadline 31 Mar 2025 | 2 articles | Viewed by 2402 | Submission Open
Keywords: medical informatics; electronic health records; medical data analysis; medical decision making
(This special issue belongs to the Section Computational and Applied Mathematics)
Computational Fluid Dynamics: Modeling and Industrial Applications
edited by , Ping-Chen Wu and
submission deadline 31 Mar 2025 | 2 articles | Viewed by 2301 | Submission Open
Keywords: fluid dynamics; computational methods; numerical analysis; industrial applications; modeling and simulation; engineering science
(This special issue belongs to the Section Dynamical Systems)
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