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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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The Delay Differential Equations and Their Applications
edited by Hebatallah J. Alsakaji and
submission deadline 31 Aug 2024 | 2 articles | Viewed by 3011 | Submission Open
Keywords: bifurcation; fractional-order; epidemic models; Lyapunov functionals; predator– prey model; sensitivity; stability; stationary distribution; stochastic perturbations; time delays
(This special issue belongs to the Section Difference and Differential Equations)
Systems Engineering, Control, and Automation, 2nd Edition
edited by and Kamel Barkaoui
submission deadline 31 Aug 2024 | 3 articles | Viewed by 2956 | Submission Open
Keywords: systems control and automation; scheduling and planning; automated production system; intelligent system systems science and engineering
(This special issue belongs to the Section Engineering Mathematics)
Parallel and Distributed Computing: Theory and Applications submission deadline 31 Aug 2024 | 2 articles | Viewed by 2912 | Submission Open
Keywords: parallel and distributed computing; high-performance computing; artificial intelligence; machine learning; data mining; evolutionary algorithm; novel algorithms and applications
(This special issue belongs to the Section Computational and Applied Mathematics)
Set-Valued Analysis, 3rd Edition submission deadline 31 Aug 2024 | 3 articles | Viewed by 2771 | Submission Open
Keywords: general set-valued functions; set-valued integrals; set-valued measures; analysis of differential inclusions; set-valued aggregation functions; inequalities in set-valued frame; convergence theorems in set-valued frame; related topics
Advances in Complex Systems and Their Control Principles
edited by and
submission deadline 31 Aug 2024 | 2 articles | Viewed by 2708 | Submission Open
Keywords: finite and infinite dimensional dynamics; dynamical systems and environment; large-scale systems; control principles; systems in interaction for health; systems in interaction for production; systems in interaction for rescue
(This special issue belongs to the Section Dynamical Systems)
Diffusion Equations and Models with Applications submission deadline 31 Aug 2024 | 2 articles | Viewed by 2493 | Submission Open
Keywords: diffusion-related models; time-dependent partial differential equations; initial value problems; initial boundary value problems; applications in the life sciences; engineering; and environmental sciences
(This special issue belongs to the Section Difference and Differential Equations)
Machine-Learning-Based Process and Analysis of Medical Images
edited by
submission deadline 31 Aug 2024 | 2 articles | Viewed by 2419 | Submission Open
Keywords: deep learning (architecture; generative models; real-time algorithms; lightweight network design; etc.); medical image segmentation/classification with limited training datasets; trustworthy machine learning (privacy; fairness; transparency; safety; ethics; AI safety; etc.); computer-aided diagnosis; image segmentation; weakly/semi/unsupervised/self-supervised learning methods; resource-efficient learning; out-of-distribution detection; early cancer detection and diagnosis; single-shot/one-shot/few-shot learning methods; imaging informatics; domain adaptation; biomedical applications (endoscopy; colonoscopy; Alzheimer's disease; laparoscopy; head and neck; organs at risk; prostate; lung cancer; liver; breast; etc.); rare disease diagnosis with limited training datasets; surgical data science
(This special issue belongs to the Section Mathematics and Computer Science)
Recent Advances in Swarm Intelligence Algorithms and Their Applications, 2nd Edition
edited by
submission deadline 31 Aug 2024 | 1 articles | Viewed by 2239 | Submission Open
Keywords: swarm intelligence; evolutionary algorithms; optimization; metaheuristics; surrogate modeling; differential evolution; real-world applications; machine learning; optimal design; benchmark functions
(This special issue belongs to the Section Mathematics and Computer Science)
Research on Dynamical Systems and Differential Equations
edited by Ahmadjan Muhammadhaji and Maimaiti Yimamu
submission deadline 31 Aug 2024 | 3 articles | Viewed by 2199 | Submission Open
Keywords: differential equations; deterministic and stochastic differential equations; dynamical systems; modeling and dynamics in population dynamical systems; complex networks; neural networks; epidemic models
(This special issue belongs to the Section Difference and Differential Equations)
Advances and Applications of Artificial Intelligence Technologies
edited by Xiaofeng Liao and
submission deadline 31 Aug 2024 | 2 articles | Viewed by 1881 | Submission Open
Keywords: artificial intelligence; mathematical optimization; computational intelligence; deep learning; signal processing; big data and data mining; information security; control theory and applications; neural networks; natural language processing
(This special issue belongs to the Section Mathematics and Computer Science)
Chaotic Systems and Their Applications, 2nd Edition
edited by and
submission deadline 31 Aug 2024 | 2 articles | Viewed by 1668 | Submission Open
(This special issue belongs to the Section Dynamical Systems)
Stochastic Models in Mathematical Biology, 2nd Edition
edited by
submission deadline 31 Aug 2024 | 2 articles | Viewed by 1645 | Submission Open
Keywords: population dynamics; mathematical physiology; biophysics; signalling; Markov models; Markov decision processes; stochastic differential equations; branching processes; parametrisation of stochastic models; Bayesian analysis
(This special issue belongs to the Section Mathematical Biology)
High-Dimensional Statistics and Network Data Analysis
edited by and Shirshendu Chatterjee
submission deadline 31 Aug 2024 | 1 articles | Viewed by 1583 | Submission Open
Keywords: high-dimensional data; network data; penalized estimation; multiple hypothesis testing; spectral methods; change-point detection; community detection; conformal inference
(This special issue belongs to the Section Probability and Statistics)
Data-Driven Decision Making: Models, Methods and Applications, 2nd Edition
edited by , and Tao Wen
submission deadline 31 Aug 2024 | 2 articles | Viewed by 1341 | Submission Open
Keywords: decision making; decision support; data-driven modelling; group decision making; preference relations; knowledge representation; evidential reasoning; rule-based system; interpretable artificial intelligence; social network
(This special issue belongs to the Section Engineering Mathematics)
Advanced Research in Fuzzy System and Neural Networks
edited by Fernando Gaxiola
submission deadline 31 Aug 2024 | 1 articles | Viewed by 1304 | Submission Open
Keywords: fuzzy logic; fuzzy systems; feed forward neural network; multilayer perception; convolutional neural network; recurrent neural network; LSTM— long short-term memory network; sequence to sequence models; modular neural network; neuro-fuzzy networks; application of soft computing models
(This special issue belongs to the Section Network Science)
Functional Analysis and Mathematical Optimization
edited by , Qiang Wu and
submission deadline 31 Aug 2024 | 1 articles | Viewed by 1233 | Submission Open
Keywords: functional analysis; number theory; operator theory; theories of measure; integration; and probability in infinite dimensional spaces; applications of functional analysis; discrete optimization; continuous optimization; stochastic optimization; optimization algorithms; calculus of variations; optimization techniques and applications
(This special issue belongs to the Section Computational and Applied Mathematics)
Computational Intelligence in Addressing Data Heterogeneity
edited by
submission deadline 31 Aug 2024 | 1 articles | Viewed by 956 | Submission Open
Keywords: robust machine learning; robust optimization; curse of dimensionality; uncertainty quantification
(This special issue belongs to the Section Computational and Applied Mathematics)
Mathematical Methods for Image Processing and Understanding
edited by , Ivan Gerace and
submission deadline 31 Aug 2024 | 1 articles | Viewed by 936 | 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 Mathematics and Computer Science)
Recent Advances and Applications of Mathematical and Reliability Models submission deadline 31 Aug 2024 | 1 articles | Viewed by 791 | Submission Open
(This special issue belongs to the Section Mathematics and Computer Science)
Mathematical Modeling and Numerical Simulation in Fluids
edited by Yaoxin Zhang
submission deadline 31 Aug 2024 | 1 articles | Viewed by 707 | Submission Open
Keywords: fluid flows; numerical/mathematical models; numerical simulations; transport
(This special issue belongs to the Section Computational and Applied Mathematics)
Discrete Event and Agent-Based Simulation Systems submission deadline 31 Aug 2024 | Viewed by 632 | Submission Open
Keywords: discrete-event simulation; agent-based simulation; simulation; modeling; model
(This special issue belongs to the Section Mathematics and Computer Science)
Advances in Functional Differential Equations and Neural Network Models
edited by José Joaquim Oliveira and Chaouki Aouiti
submission deadline 31 Aug 2024 | Viewed by 544 | Submission Open
Keywords: delay difference equations; delay differential equations; neural network models; neural-type neural networks models; impulsive models; periodic models; almost periodic models; global stability
(This special issue belongs to the Section Computational and Applied Mathematics)
Advances in Computational Statistics, Causal Inference and Data Science—Interface and Applications—Theory and Applications submission deadline 31 Aug 2024 | Viewed by 482 | Submission Open
Keywords: statistical/causal inferences; data science; explainability; surveys; digital health; RCTs
(This special issue belongs to the Section Mathematics and Computer Science)
Computational Intelligence Algorithms in Economics and Finance submission deadline 31 Aug 2024 | Viewed by 435 | Submission Open
Keywords: computational intelligence; machine learning; deep learning; data analytics; business analytics; risk analysis; ML applications in economics and finance
(This special issue belongs to the Section Financial Mathematics)
New Advances in Vibration Control and Nonlinear Dynamics
edited by and
submission deadline 31 Aug 2024 | Viewed by 396 | Submission Open
Keywords: vibration control; nonlinear dynamics; nonlinear vibration control; active systems; instrument
(This special issue belongs to the Section Dynamical Systems)
Performance Modelling and Optimization in Future Networks submission deadline 31 Aug 2024 | Viewed by 342 | Submission Open
Keywords: performance evaluation; QoS modelling; service level agreement; future networks; ML/AI; resource management and optimisation
(This special issue belongs to the Section Network Science)
Aggregation Functions and Indistinguishability Operators: Theory and Applications submission deadline 31 Aug 2024 | Viewed by 301 | Submission Open
Keywords: aggregation functions; nonadditive integrals; construction of aggregation functions; means and averages; decision making; implication operators; indistinguishability operators; similarities; approximate reasoning
(This special issue belongs to the Section Fuzzy Sets, Systems and Decision Making)
Optimization and Models in Logistics
edited by
submission deadline 31 Aug 2024 | Viewed by 296 | Submission Open
Keywords: routing; assignment; scheduling; inventory optimization; facility location; mathematical programming; heuristics; simulation
(This special issue belongs to the Section Computational and Applied Mathematics)
Recent Advancement in Mathematics of Soft Computing Strategies and Applications
edited by and A Arun Kumar
submission deadline 31 Aug 2024 | Viewed by 271 | Submission Open
Keywords: machine learning; bioinformatics; artificial intelligence; medical image analysis
(This special issue belongs to the Section Mathematics and Computer Science)
Applied Mathematics in Quantum Computing, Solid-State Physics and Quantum Optics
edited by Vasilios N. Stavrou
submission deadline 31 Aug 2024 | Viewed by 256 | Submission Open
Keywords: quantum bits; quantum gates; dephasing & decoherence; quantum entanglement; quantum computing algorithms; collective excitations; hybrid quantum structures; quantum cavities; waveguides time-dependent Schrö dinger equation; optical cavities; Maxwel– Bloch equations; quantum theory of light
(This special issue belongs to the Section Mathematical Physics)
Combinatorial Optimization Problems in Applied Sciences
edited by Santiago Omar Caballero-Morales
submission deadline 31 Aug 2024 | Viewed by 253 | Submission Open
Keywords: mathematical modelling; combinatorial optimization; algorithms
(This special issue belongs to the Section Mathematics and Computer Science)
Optimization Management and Scheduling Problems submission deadline 31 Aug 2024 | Viewed by 197 | Submission Open
Keywords: scheduling problems; project scheduling; machine scheduling; optimization management; heuristic approaches; metaheuristic approaches; population-based methods; tabu search; greedy search; evolutionary algorithms; simulated annealing; ant colony optimization
(This special issue belongs to the Section Mathematics and Computer Science)
Mathematical Analysis of Infectious Disease
edited by Xiaodan Sun and Xi Huo
submission deadline 31 Aug 2024 | Viewed by 160 | Submission Open
Keywords: infectious disease modelling; epidemic dynamics; data analysis; agent-based simulation
(This special issue belongs to the Section Mathematical Biology)
Advances in Low-Dimensional Topology and Related Topics
edited by Takefumi Nosaka
submission deadline 31 Aug 2024 | Viewed by 156 | Submission Open
Keywords: knot; Blanchfield pairing; twisted cohomology; Yang-Baxter equation
(This special issue belongs to the Section Algebra, Geometry and Topology)
Mathematical Modeling and Applications in Industrial Organization submission deadline 1 Sep 2024 | 7 articles | Viewed by 13376 | Submission Open
Keywords: Economic modeling; Industrial organization; Imperfect competition; Monopolistic competition; Applied econometrics; Econometric issues; Time series; Investments; R& D (research and development) models; Energy markets; Electricity markets
(This special issue belongs to the Section Financial Mathematics)
Mathematical Methods and Operation Research in Logistics, Project Planning, and Scheduling, 2nd Edition submission deadline 1 Sep 2024 | 8 articles | Viewed by 9242 | Submission Open
Keywords: resilience and flexibility in planning and scheduling; multi-objective decision making; risk evaluation and analysis; control and coordination of supply chains and networks
(This special issue belongs to the Section Mathematics and Computer Science)
Mathematical Economics and Spatial Econometrics
edited by and
submission deadline 1 Sep 2024 | 5 articles | Viewed by 6856 | Submission Open
Keywords: spatial models and social network effects; spatial weight matrix; testing on spatial dependence; factor loading model; interactive fixed effects in panel data; time series correlation in the spatial model; static and dynamic spatial panel data model; Bayesian spatial econometric models; computational and software issues relevant to spatial econometrics
(This special issue belongs to the Section Financial Mathematics)
Artificial Intelligence Solutions in Healthcare submission deadline 2 Sep 2024 | 3 articles | Viewed by 3564 | Submission Open
Keywords: artificial intelligence; data sets; healthcare; machine learning; medicine
(This special issue belongs to the Section Mathematical Biology)
Stochastic Processes and Their Applications: In Honor of Prof. Sally McClean submission deadline 14 Sep 2024 | 11 articles | Viewed by 11164 | Submission Open
Keywords: anomaly detection and Markov processes; applications of artificial intelligence in medical diagnosis processes; business processes and Markov chains; conditional phase-type distributions; discrete q-distributions; epidemic models; hidden Markov chains and applications; inference in Markov; semi-Markov and diffusion processes; machine learning lingo for a stochastic environment; Markov and semi-Markov chains and processes; ; Markov chains in computing science; Markov decision processes and Markov processes in reinforcement learning; Markov models and applications in biology; epidemiology and healthcare; Markov models and efficiency evaluation; Markov Populations; Markov renewal processes; Markovian Arrival Processes (MAP); martingales; mathematical finance; matrix analysis; migration process in credit risk; modeling and applications in supervised and unsupervised machine learning; nonhomogeneous Markov and semi-Markov systems; optimization techniques and efficiency evaluation; perturbation and sensitivity analysis in Markov processes; phase type survival trees; point process; process mining techniques; queuing networks and Markov chains; random walks; reversible Markov chains; stochastic analysis; stochastic biological models; stochastic environments; stochastic processes in finance and social sciences; stochastic stability and asymptotic analysis
(This special issue belongs to the Section Probability and Statistics)
Mathematical Modeling and Optimization of Energy Systems
edited by
submission deadline 15 Sep 2024 | 9 articles | Viewed by 13805 | Submission Open
Keywords: mathematical modeling; control methods; optimization algorithms; fault diagnosis; differential equations; stochastical methods; numerical analysis; operations research; energy systems; renewable resources; PV systems; wind energy systems; power converters; switching losses; maximum power point tracking techniques; modulation techniques
(This special issue belongs to the Section Engineering Mathematics)
Recent Advances in Finite Element Methods with Applications
edited by
submission deadline 15 Sep 2024 | 6 articles | Viewed by 9724 | Submission Open
Keywords: Finite element methods; Mixed finite element methods; Spectral element method; Discontinuous Galerkin methods; Grid methods; Meshfree methods; Loubignac iteration; Virtual element method; Hpk-FEM; Navier– Stokes equations; Magnetohydrodynamic equations; Boussinesq equations; Large deformation elasticity; Algorithms of FEM; Applications of FEM; Machine learning; Implementation techniques of  FEM; Computational physics; chemistry and mechanics; Computational biomechanics and biomathematics; Material modeling; Computational applied sciences
(This special issue belongs to the Section Engineering Mathematics)
Numerical and Machine Learning Methods for Applied Sciences submission deadline 15 Sep 2024 | 4 articles | Viewed by 6361 | Submission Open
Keywords: Artificial neural networks; Machine learning; Artificial intelligence; Learning-based models; Control and optimization; Numerical computing; Nonlinear dynamics; Time series; Mathematical  optics; Computational particle physics; Computational imaging; Computational biomechanics; Science applications
(This special issue belongs to the Section Computational and Applied Mathematics)
Theory, Modeling and Applications of Fractional-Order Systems submission deadline 15 Sep 2024 | 1 articles | Viewed by 1193 | Submission Open
Keywords: fractional-order systems; fractional-order control; fractional-order identification; fractional-order calculus; fractional-order operators; fractional-order estimation
(This special issue belongs to the Section Dynamical Systems)
Game Theory and Social Networks in Mathematics and Economics
edited by and Alessio Muscillo
submission deadline 15 Sep 2024 | Viewed by 520 | Submission Open
Keywords: game theory; social networks; analysis of social; economic; and technological networks; experiments on social networks; complex networks
(This special issue belongs to the Section Financial Mathematics)
Analysis and Applications of Mathematical Fluid Dynamics, 2nd Edition submission deadline 15 Sep 2024 | Viewed by 323 | Submission Open
Keywords: applied; computational; and mathematical physics; combustion and decomposition theories; computational thermal engineering; heat and mass transfer; magnetohydrodynamics (MHD); mechanics of fluids
(This special issue belongs to the Section Mathematical Physics)
Emerging Trends in Computational Statistics and Data Analysis: Methods and Applications
edited by Natalya Pya Arnqvist and
submission deadline 15 Sep 2024 | Viewed by 279 | Submission Open
Keywords: computational statistics; machine learning; statistical inference; regression modeling; Bayesian methods
(This special issue belongs to the Section Probability and Statistics)
Probability, Statistics & Symmetry submission deadline 20 Sep 2024 | 12 articles | Viewed by 16292 | Submission Open
(This special issue belongs to the Section Probability and Statistics)
Practice and Application of Emergency Management in Social Systems: Mathematical Modeling and the Use of Information Technology
edited by and
submission deadline 20 Sep 2024 | 7 articles | Viewed by 11740 | Submission Open
Keywords: emergency management; multi-objective optimization; multi-criteria decision making; fuzzy uncertainty; linear and nonlinear programming; monte carlo method; big data; cloud computing; system simulation; machine learning
(This special issue belongs to the Section Fuzzy Sets, Systems and Decision Making)
Applied Stochastic Solutions, Dynamic Analysis, and Mathematical Models for Issues in Demography, Epidemiology, and Environmetrics submission deadline 20 Sep 2024 | 3 articles | Viewed by 2520 | Submission Open
Keywords: stochasticity; demography; epidemiology; biometrics; econometrics; applied mathematics; statistics; orecasting; extrapolation; interpolation; imputation; error assessment; bias estimation; multicollinearity
(This special issue belongs to the Section Probability and Statistics)
Mathematical Optimization & Evolutionary Computing
edited by Xin-She Yang
submission deadline 20 Sep 2024 | 1 articles | Viewed by 858 | Submission Open
Keywords: mathematical optimization; evolutionary computing; numerical experiments
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