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 Theories and Novel Methods for Nonlinear Analysis, Optimization and Applications
edited by and Yousuke Araya
submission deadline 31 Dec 2024 | 3 articles | Viewed by 2575 | Submission Open
Keywords: fixed point theory; best proximity point theory; fractional integro-differential equation; finite element method; algorithms; vector optimization problems; set-valued optimization problems; dynamical system; computational intelligence; image and signal processing; inverse and ill-posed problems; convex and nonconvex optimization problems; machine learning; data analytics
(This special issue belongs to the Section Computational and Applied Mathematics)
Analytical Simulation of Structural Dynamics and Vibration
edited by , Pingchao Yu and
submission deadline 31 Dec 2024 | 2 articles | Viewed by 2566 | Submission Open
Keywords: structural dynamics; vibration analysis; nonlinear dynamics; wave propagation; noise reduction; active and passive vibration control; mechanical metamaterials; Hamilton's principle
(This special issue belongs to the Section Engineering Mathematics)
Advances in Dynamical Systems, Differential Equations, and Their Applications
edited by and
submission deadline 31 Dec 2024 | 1 articles | Viewed by 2566 | Submission Open
Keywords: iterative dynamics; ordinary differential equations; (evolutionary) partial differential equations; applications to physics (cosmology; quantum physics; matter theory; thermodynamics) and other sciences
(This special issue belongs to the Section Difference and Differential Equations)
Deep Learning Methods for Biomedical and Medical Images submission deadline 31 Dec 2024 | 2 articles | Viewed by 2563 | Submission Open
Keywords: supervised learning; self-supervised learning; unsupervised learning; reinforcement learning; transfer learning; interpretable models; robust methods
(This special issue belongs to the Section Mathematical Biology)
New Results in Matrix Analysis and Applications
edited by Trung-Hoa Dinh
submission deadline 31 Dec 2024 | 1 articles | Viewed by 2410 | Submission Open
Keywords: matrix means; operator monotone functions; quantum divergences; matrix inequalities; trace inequalities; matrix equations; matrix optimizations; quantum information; convexity and majorization
(This special issue belongs to the Section Mathematics and Computer Science)
Applied Statistics in Management Sciences
edited by Chia-Ding Hou and Rung-Hung Su
submission deadline 31 Dec 2024 | 3 articles | Viewed by 2394 | Submission Open
Keywords: applied statistics; management sciences; decision-making; data analysis; deep learning
(This special issue belongs to the Section Probability and Statistics)
Current Topics in Optimization, Inequalities and Convex Function Theory
edited by Sorin Rǎdulescu and
submission deadline 31 Dec 2024 | 2 articles | Viewed by 2344 | Submission Open
Keywords: convex functions; biconvex functions; generalized convexity; subharmonic functions; absolute monotone functions; majorization theory; Schur convex functions; Jensen inequality; Hermite– Hadamard inequality; weighted inequalities; control theory; mathematical programming; differential inequalities; variational inequalities; equilibrium problems
(This special issue belongs to the Section Computational and Applied Mathematics)
Mathematics of Games Theory
edited by and Flávio Ferreira
submission deadline 31 Dec 2024 | 2 articles | Viewed by 2342 | Submission Open
Keywords: non-cooperatives games and their applications; cooperatives games and their applications; repeated games; airport games; game theory applied to artificial intelligence; industrial organization; tourism; etc; Bayesian games; mathematical game theory
(This special issue belongs to the Section Financial Mathematics)
Statistical Methods in Bioinformatics and Health Informatics
edited by Cheng Zheng
submission deadline 31 Dec 2024 | 2 articles | Viewed by 2337 | Submission Open
Keywords: bioinformatics; precision medicine; health informatics; big data; electronic health records; artificial intelligence; highly dimensional data; machine learning; distributed learning; federated learning; online learning; genomics; transcriptomics; proteomics; metabolomics; radiomics; microbiomics; computational biology
(This special issue belongs to the Section Probability and Statistics)
Advanced Research in Functional Analysis and Operator Theory
edited by Claudio H. Morales
submission deadline 31 Dec 2024 | 2 articles | Viewed by 2331 | Submission Open
Keywords: geometric fixed-point theory in Banach spaces; nonlinear operator theory; differential and integral equations; functional analysis
(This special issue belongs to the Section Difference and Differential Equations)
Advanced Research in Mathematical Physics Models with Painlevé Property and Affine Weyl Group Symmetry
edited by
submission deadline 31 Dec 2024 | 2 articles | Viewed by 2302 | Submission Open
Keywords: mathematical Physics; integrable models; Painlevé equations; applications of symmetry
(This special issue belongs to the Section Mathematical Physics)
Numerical and Computational Methods in Engineering
edited by Qinghe Yao
submission deadline 31 Dec 2024 | 2 articles | Viewed by 2276 | Submission Open
Keywords: applied mathematics; numerical methods for partial differential equations; computational mechanics; optimization algorithms; structural analysis; heat and mass transfer simulation; computational electromagnetics; multi-physics simulations; computational materials science; high-performance computing; data-driven algorithms; big data analysis; machine learning in engineering
(This special issue belongs to the Section Engineering Mathematics)
Applied Mathematics in Disease Control and Dynamics
edited by Vasiliy Leonenko and Olga Krivorotko
submission deadline 31 Dec 2024 | 4 articles | Viewed by 2251 | Submission Open
Keywords: epidemiology; mathematical modeling; statistics; forecasting; disease control
(This special issue belongs to the Section Mathematical Biology)
Mathematical Techniques and Artificial Intelligence in Image Processing
edited by Juncheng Li, Longguang Wang and Yingqian Wang
submission deadline 31 Dec 2024 | 3 articles | Viewed by 2243 | Submission Open
Keywords: artificial intelligence; image processing; computer vision; pattern recognition; deep learning; image recognition; image enhancement; image generation; image security
(This special issue belongs to the Section Mathematics and Computer Science)
Modeling and Numerical Analysis with Neural Networks
edited by , and Rosa María Valdovinos-Rosas
submission deadline 31 Dec 2024 | 2 articles | Viewed by 2227 | Submission Open
Keywords: neural networks; prediction; optimization; engineering applications; scientific areas
(This special issue belongs to the Section Mathematics and Computer Science)
Mathematical Innovations and Contributions within Communication and Information Processing
edited by Li Guo, , Jesus Requena-Carrión and
submission deadline 31 Dec 2024 | 2 articles | Viewed by 2225 | Submission Open
Keywords: block chain and cryptography; cloud computing and scheduling optimization; computational intelligence and grid computing; computer crime prevention and detection; computer security; data mining and big data analysis; data stream processing in mobile/sensor networks; distributed and parallel applications; evolutionary learning and optimization; fuzzy and neural network systems; image processing and signal processing; information and data management; information and network security; mobile and social network programming; multimedia computing; mathematical optimization and swarm intelligence; software engineering; ubiquitous computing; services and applications; web services modeling and web composition; wireless communications optimization
(This special issue belongs to the Section Mathematics and Computer Science)
Advanced Numerical Methods for Differential Equations: Recent Developments, Analysis and Applications
edited by Baccouch Mahboub
submission deadline 31 Dec 2024 | 3 articles | Viewed by 2170 | Submission Open
Keywords: numerical methods; numerical analysis; scientific computing; computational mathematics; applied mathematics; differential equations; finite element methods; applications
(This special issue belongs to the Section Computational and Applied Mathematics)
Advances in Statistical AI and Casual Inference submission deadline 31 Dec 2024 | 3 articles | Viewed by 2128 | Submission Open
Keywords: deep neural networks; causal inference; precision medicine; non-asymptotic theory; treatment effect; statistical machine learning
(This special issue belongs to the Section Probability and Statistics)
Data Mining, Machine Learning and Network Analysis in Biomedical Informatics submission deadline 31 Dec 2024 | 2 articles | Viewed by 2033 | Submission Open
Keywords: artificial intelligence; automated screening systems; big data analysis; clinical decision support; computational systems; data mining; databases and datasets; deep learning; health informatics; imaging; image; and signal processing; machine learning; modeling and simulation; natural language processing; network analysis; optimization; sensors and wearable systems
(This special issue belongs to the Section Mathematical Biology)
Mathematical Modelling, Nonlinear Optimization, Nondimensionalization and Engineering Applications, 2nd Edition submission deadline 31 Dec 2024 | 3 articles | Viewed by 2027 | Submission Open
Keywords: mathematical modeling for science and engineering applications; numerical analysis; mathematical and computational engineering; numerical methods for science and engineering applications; optimization and control in engineering applications; dynamical systems; mathematical physics; analysis of PDEs; classical analysis and ODEs; mathematics in engineering and sciences studie; teaching and assessment methodologies in science and engineering; STEM and mathematics education
(This special issue belongs to the Section Engineering Mathematics)
Models and Algorithms for Vehicle Routing Problems with Synchronized Constraints submission deadline 31 Dec 2024 | 1 articles | Viewed by 1864 | Submission Open
Keywords: metaheuristics; vehicle routing; logistics; vehicle routing with syncronization constraints
(This special issue belongs to the Section Engineering Mathematics)
Computational and Analytical Methods for Inverse Problems
edited by Mohsen Tadi
submission deadline 31 Dec 2024 | 2 articles | Viewed by 1840 | Submission Open
Keywords: inverse problem; Cauchy problem; regularization; land/sea mine detection; impedance tomography; inverse wave scattering in elastic/electromagnetic domains
(This special issue belongs to the Section Computational and Applied Mathematics)
Intelligent Robots Control and Navigation and Their Mathematical Methods and Insights submission deadline 31 Dec 2024 | 2 articles | Viewed by 1840 | Submission Open
Keywords: mathematics problems in robot motion and grasp; robot control; robot optimal control; robot stability and analysis of the dynamics; robot motion planning and navigation
(This special issue belongs to the Section Engineering Mathematics)
Computational Methods and Application in Machine Learning, 2nd Edition submission deadline 31 Dec 2024 | 2 articles | Viewed by 1792 | Submission Open
Keywords: artificial intelligence; big data and analysis; machine learning; deep learning; natural language understanding; pattern recognition; computer vision; information retrieval; data mining; bioinformatics and biomedical applications; reinforcement learning; multimedia analysis and retrievalmultimodal representation learning; feature selection; clustering
Recent Developments of Function Spaces and Their Applications II
edited by and
submission deadline 31 Dec 2024 | 2 articles | Viewed by 1760 | Submission Open
Keywords: (weighted) Lebesgue space; Morrey space; Bourgain-Morrey space; Orlicz space; Lorentz space; Sobolev space; Hardy space; Herz space; BMO; John-Nirenberg space; Besov space; Triebel-Lizorkin space; Campanato space; (ball) quasi-Banach function space; Hilbert transform; Riesz transform; Calderó n-Zygmund operator; multiplier; trace; interpolation; embedding; extension; dual; decomposition via atoms; molecules; or wavelets; frame; Muckenhoupt (matrix) weight; domain; space of homogeneous type; metric measure space
Mathematical Optimization and Control: Methods and Applications submission deadline 31 Dec 2024 | 3 articles | Viewed by 1724 | Submission Open
Keywords: genetic optimization; bat optimization; butterfly optimization; grey wolf optimization; particle swarm optimization; ant colony optimization; bee colony optimization; bayesian optimization; adaptive control; neural network control; fuzzy control; backstepping control; feedback control; sliding mode control; robust control; observer-based control; other alternative optimization or control
(This special issue belongs to the Section Mathematics and Computer Science)
Recent Advances in Security, Privacy, and Applied Cryptography, 2nd Edition
edited by and Liqun Chen
submission deadline 31 Dec 2024 | 1 articles | Viewed by 1667 | Submission Open
Keywords: anonymity; application security; applied cryptography; attacks and defences; attestation; authentication; blockchains and distributed ledger security; cloud security; cyber physical systems security; distributed systems security; economics of security and privacy; embedded systems security; forensics; hardware security; intrusion detection and prevention; mobile and web security and privacy; machine learning and AI security; network and systems security; privacy technologies and mechanisms; privacy formalisms; protocol security; secure information flow; security and privacy for the Internet of Things; security and privacy metrics; security and privacy policies; security architectures; usable security and privacy; trustworthy computing; web security
(This special issue belongs to the Section Mathematics and Computer Science)
Applications and Analysis of Statistics and Data Science
edited by and Fang Wang
submission deadline 31 Dec 2024 | 2 articles | Viewed by 1634 | Submission Open
Keywords: statistical learning; machine learning; deep learning; artificial intelligence-based methods; big data; causality inference; data fusion; forecasting; optimisation; anomaly detection
(This special issue belongs to the Section Probability and Statistics)
Mathematical Modelling and Statistical Methods of Quality Engineering
edited by Changyun Lin
submission deadline 31 Dec 2024 | 1 articles | Viewed by 1481 | Submission Open
Keywords: machine learning; statistical process control; design of experiments; reliability analysis; data analysis; computer science
(This special issue belongs to the Section Probability and Statistics)
Application of Multivariate Modeling in the Social and Health Sciences
edited by
submission deadline 31 Dec 2024 | 1 articles | Viewed by 1447 | Submission Open
Keywords: longitudinal data; interpretability; sample size issue; practical significance; data reduction
(This special issue belongs to the Section Mathematical Biology)
Numerical Methods for Partial Differential Equation
edited by Qingguang Guan
submission deadline 31 Dec 2024 | 1 articles | Viewed by 1323 | Submission Open
Keywords: polygonal/polyhedral meshes; weak Galerkin method; hybrid discontinuous method; virtual element method; hybrid high-order method; numerical analysis; partial differential equations (PDEs); mesh generation
(This special issue belongs to the Section Difference and Differential Equations)
Statistical Methods for Forecasting and Risk Analysis
edited by , Marcella Niglio and Emanuela Raffinetti
submission deadline 31 Dec 2024 | 1 articles | Viewed by 1206 | Submission Open
Keywords: risk analysis; forecasting and accuracy; statistical modeling; model selection; applied statistics; machine learning; artificial intelligence; massive dataset; high (and ultra-high)-dimensional dataset; variable selection
(This special issue belongs to the Section Probability and Statistics)
Advances in Time Series Analysis and Forecasting
edited by Luiz Koodi Hotta and Pedro Luiz Valls Pereira
submission deadline 31 Dec 2024 | 1 articles | Viewed by 1200 | Submission Open
Keywords: econometrical and technical applications; forecasting and assessment of forecasts; multiple time series and cointegration; time series with changes in regime; stationarity of time series and long-term memory; state– space models and Kalman filters; filtering of stochastic processes; forecasting; risk analysis; high dimensional; outliers and robust methods; complex data; computational methods
(This special issue belongs to the Section Financial Mathematics)
Advances in High-Dimensional Data Analysis
edited by , Liang Shen and Xuewei Cheng
submission deadline 31 Dec 2024 | 1 articles | Viewed by 1145 | Submission Open
Keywords: high-dimensional inference; feature screening; variable selection; dimension reduction; high-dimensional statistical learning; machine learning for high-dimensional data; various applications of high-dimensional analysis approaches
(This special issue belongs to the Section Probability and Statistics)
Advances in Combinatorics, Discrete Mathematics and Graph Theory
edited by Jonnathan Rodriguez and
submission deadline 31 Dec 2024 | 1 articles | Viewed by 938 | Submission Open
Keywords: algebraic graph theory; spectral graph theory; structural graph theory; combinatorics and graph theory; matrix theory; topological indices of graphs; extremal problems in graphs; inverse eigenvalue problems; graph coloring; chemical graph theory
(This special issue belongs to the Section Algebra, Geometry and Topology)
Numerical Simulation and Computational Methods in Engineering and Sciences, 2nd Edition
edited by , and
submission deadline 31 Dec 2024 | 1 articles | Viewed by 849 | Submission Open
Keywords: science and engineering problems; multi-physics problems; numerical simulation; computational methods; multiscale methods; advanced finite element methods; boundary element method; scaled boundary finite element method; meshless and particle methods; discrete element methods
(This special issue belongs to the Section Engineering Mathematics)
Mathematical Modelling for Operations and Supply Chains
edited by Atidel Aboubaker Hadj-Alouane, and
submission deadline 31 Dec 2024 | Viewed by 821 | Submission Open
Keywords: optimization; mathematical modelling; decision making; supply chain design and operations; green logistics; supply chain management; renewable energy integration; circular economy; sustainable supply chains
(This special issue belongs to the Section Engineering Mathematics)
Mathematical Method and Application of Machine Learning, 2nd Edition
edited by and
submission deadline 31 Dec 2024 | 1 articles | Viewed by 816 | Submission Open
Keywords: machine learning  ; artificial intelligence  ; applied mathematics; machine learning applications
(This special issue belongs to the Section Mathematics and Computer Science)
Advanced Applications Based on Nonlinear Optimal and Robust Control submission deadline 31 Dec 2024 | 1 articles | Viewed by 747 | Submission Open
Keywords: nonlinear optimal control; robust control; control applications; aerospace systems; robotics; industrial processes; autonomous systems; dynamic systems; real-world scenarios; performance enhancement; uncertain environments; case studies; applications in aeronautics; control methodologies; system dynamics; innovative control strategies; complex systems; nonlinear control techniques; practical impact; versatility in control applications
(This special issue belongs to the Section Engineering Mathematics)
Computational Fluid Dynamics of Heat Transfer and Applications
edited by
submission deadline 31 Dec 2024 | 1 articles | Viewed by 731 | Submission Open
Keywords: melting heat transfer; boiling heat transfer; natural convection; double-diffusive convection; conjugate heat transfer; heat transfer in porous media; electro-thermo-convective flow; machine learning-based methods for heat transfer
(This special issue belongs to the Section Engineering Mathematics)
Advances in Spectral Graph Theory and Its Applications
edited by
submission deadline 31 Dec 2024 | Viewed by 716 | Submission Open
Keywords: spectral methods; graph signal processing; topological data analysis; spectral shape learning; graph neural networks
(This special issue belongs to the Section Algebra, Geometry and Topology)
Nonlinear Analysis and Application
edited by Pablo G. Padilla-Longoria
submission deadline 31 Dec 2024 | 1 articles | Viewed by 683 | Submission Open
Keywords: topological methods; bifurcation theory; geometric approaches; variational methods; algebraic techniques; numerical methods; applications
(This special issue belongs to the Section Difference and Differential Equations)
Innovations in High-Performance Computing
edited by and
submission deadline 31 Dec 2024 | Viewed by 637 | Submission Open
Keywords: high-performance computing; computing paradigms; algorithm; exascale computing; digital twinning; neuromorphic computing; edge computing
(This special issue belongs to the Section Computational and Applied Mathematics)
Artificial Intelligence and Mathematical Models in Robotics and Automation
edited by Biao Lu and Minnan Piao
submission deadline 31 Dec 2024 | 1 articles | Viewed by 619 | Submission Open
Keywords: artificial intelligence; mathematical models; robotics; automation; machine learning; control theory; perception and sensing; decision making; human– robot interaction; autonomous systems
(This special issue belongs to the Section Mathematics and Computer Science)
Mathematical Modeling and Numerical Simulation of Marine Engineering submission deadline 31 Dec 2024 | Viewed by 445 | Submission Open
Keywords: mathematical modeling; computational mathematics; numerical analysis; marine engineering; ship maneuvering simulations; ship stability simulations; wave and hydrodynamic simulations; computational fluid dynamics
(This special issue belongs to the Section Engineering Mathematics)
Recent Research in Queuing Theory and Stochastic Models, 2nd Edition submission deadline 31 Dec 2024 | Viewed by 396 | Submission Open
Keywords: Markov chains; stochastic process; sojourn times; busy periods; heavy traffic regime; multichannel stochastic network
(This special issue belongs to the Section Mathematics and Computer Science)
Recent Advances in Statistical Analysis and Applications
edited by Wangli Xu
submission deadline 31 Dec 2024 | Viewed by 319 | Submission Open
Keywords: regression analysis; hypothesis testing; big data analysis; machine learning applications; large-scale data analysis; multi-variable statistical models
(This special issue belongs to the Section Probability and Statistics)
Spatio-Temporal Statistics and Its Applications
edited by Tatiyana Apanasovich
submission deadline 31 Dec 2024 | Viewed by 303 | Submission Open
(This special issue belongs to the Section Probability and Statistics)
Applied Probability, Statistics and Operational Research
edited by Tiandong Wang, and Zifeng Zhao
submission deadline 31 Dec 2024 | Viewed by 296 | Submission Open
Keywords: applied probability; statistical inference; stochastic processes and applications; stochastic control; optimization; statistical learning; fuzzy methods
(This special issue belongs to the Section Probability and Statistics)
Advanced Optimization Algorithms in the Era of Machine Learning
edited by Francesco Alesiani
submission deadline 31 Dec 2024 | Viewed by 296 | Submission Open
Keywords: optimization for machine learning; gradient estimation for continuous– discrete programming; efficient algorithms for optimal transport optimization; diffusion models and normalizing flows; optimization algorithms for discrete and combinatorial optimization; optimization algorithms for bilevel optimization; optimization algorithms of Bayesian learning; physic inspired optimization and learning methods
(This special issue belongs to the Section Mathematics and Computer Science)
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