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 Numerical Modelling and Simulation Techniques in Computational Mechanics
edited by Yousef Ghaffari Motlagh
submission deadline 20 Apr 2025 | Viewed by 103 | Submission Open
Keywords: isogeometric analysis; phase-field; material point method; physics-informed neural networks; machine learning; variational multi-scale method; finite cell method; virtual element method.
(This special issue belongs to the Section Computational and Applied Mathematics)
Probability Modeling and Statistical Inferences in Medical Research
edited by Dongfeng Wu
submission deadline 20 Apr 2025 | Viewed by 95 | Submission Open
Keywords: probability modeling; statistical modeling; Bayesian analysis; cancer screening; medical applications; survival analysis; epidemiological modeling; genomic data analysis; health economics; machine learning in medicine.
(This special issue belongs to the Section Mathematical Biology)
Applied Mathematical Modeling in Oncology
edited by , Souvik Roy and Hristo V. Kojouharov
submission deadline 20 Apr 2025 | Viewed by 72 | Submission Open
Keywords: mathematical modeling; pharmacokinetics; pharmacodynamics; stochastic; differential equations
(This special issue belongs to the Section Mathematical Biology)
Advances in Computational Structural Dynamics
edited by
submission deadline 20 Apr 2025 | Viewed by 65 | Submission Open
Keywords: computational structural dynamics; mathematical modelling; finite element modelling; dynamic behaviour; dynamic structural analysis; complex structural systems; structural health monitoring; vibration control; structural mechanics; multiphysics problems; multiscale modeling; smart materials and structures
(This special issue belongs to the Section Engineering Mathematics)
Advances in Machine Learning and Graph Neural Networks
edited by , and Sebastián Salazar-Colores
submission deadline 20 Apr 2025 | Viewed by 56 | Submission Open
Keywords: machine learning (ML); graph neural networks (GNNs); engineering solutions; optimization; biomedical applications; decision-making processes; visual analysis; pattern detection; electrical systems; energy system efficiencies
(This special issue belongs to the Section Network Science)
Advances in Machine Learning Applied to Financial Economics
edited by Saejoon Kim
submission deadline 20 Apr 2025 | Viewed by 50 | Submission Open
Keywords: machine learning; deep learning; generative artificial intelligence; representation learning; asset pricing models and asset price dynamics; arbitrage pricing; option pricing; equilibrium-based pricing; high-frequency trading; optimal asset allocation and portfolios; factor models; latent factors; time series prediction; risk management; value at risk; volatility estimation; cross section of returns
(This special issue belongs to the Section Financial Mathematics)
Modern Trends in Mathematics, Probability and Statistics for Finance
edited by Nguyet Nguyen
submission deadline 20 Apr 2025 | Viewed by 48 | Submission Open
Keywords: pricing models; portfolio optimization; risk management; financial time series analysis; high-frequency trading strategies; optimal stopping; stochastic games; machine learning
(This special issue belongs to the Section Financial Mathematics)
Mathematical Modeling in Epidemiology and Dynamical Systems Theory
edited by Rossella Della Marca
submission deadline 20 Apr 2025 | Viewed by 33 | Submission Open
Keywords: epidemic models; qualitative analysis; social phenomena; human behaviour
(This special issue belongs to the Section Mathematical Biology)
Nonparametric and Semiparametric Approaches in Statistical Inference and Data Science: Theory, Methods and Applications
edited by
submission deadline 20 Apr 2025 | Viewed by 29 | Submission Open
Keywords: nonparametric statistics; semiparametric statistical methods; curve estimation; multivariate analysis; statistical algorithms and machine learning; resampling methods; distribution-free techniques
(This special issue belongs to the Section Probability and Statistics)
Algebraic Combinatorics and Spectral Graph Theory
edited by Irene Sciriha and John Gauci
submission deadline 20 Apr 2025 | Viewed by 12 | Submission Open
Keywords: eigenvalues of a graph/digraph; spectral graph theory; sum of the k largest eigenvalues/singular values; energy of a graph/digraph; distance; distance energy; topological indices; extremal graphs/digraphs; spectral determination; complex networks; complex systems
(This special issue belongs to the Section Algebra, Geometry and Topology)
Mathematical Models for Fault Detection and Diagnosis
edited by Jinsong Yang
submission deadline 20 Apr 2025 | Viewed by 6 | Submission Open
Keywords: mathematical models; fault detection; diagnosis; computational methods; system reliability; failure analysis; structural health monitoring; damage detection
(This special issue belongs to the Section Engineering Mathematics)
Machine Learning in Bioinformatics and Biostatistics submission deadline 21 Apr 2025 | 3 articles | Viewed by 6045 | Submission Open
Keywords: mathematical algorithms; biomedical data; medical images; artificial intelligence methods; machine learning; deep learning; bioinformatics; biostatistics
(This special issue belongs to the Section Mathematical Biology)
Variational Problems and Applications, 3rd Edition
edited by
submission deadline 21 Apr 2025 | Viewed by 39 | Submission Open
Keywords: optimization problems; optimal control; variational problems; well-posedness; partial differential equations; generalized convexity; dynamical systems
(This special issue belongs to the Section Dynamical Systems)
Advances in Algebraic Structures: Representation Theory and Lie Groups
edited by Guy Biyogmam
submission deadline 21 Apr 2025 | Viewed by 13 | Submission Open
Keywords: algebraic structures; algebraic groups; lie groups; lie algebras; representation theory; root systems; coxeter groups; characteristic classes; flag varieties; quantum groups; holonomy; variational methods
Stochastic Processes and Queuing Models in Operations Research, Logistics, and Inventory
edited by
submission deadline 28 Apr 2025 | Viewed by 139 | Submission Open
Keywords: inventory; logistics; applied probability; stochastic processes; queueing systems
(This special issue belongs to the Section Engineering Mathematics)
New Trends in Computational Methods and Stochastic Modelling in Scientific Machine Learning
edited by Xiang Zhou
submission deadline 29 Apr 2025 | Viewed by 264 | Submission Open
Keywords: stochastic continuous models; Monte Carlo method; scientific machine learning; deep learning
Current Developments in Theoretical and Applied Statistics submission deadline 30 Apr 2025 | 13 articles | Viewed by 23201 | Submission Open
Keywords: applied probability; applied statistics; basic and advanced statistics; bayesian methods; change-point analysis; clustering; computer simulation; data analysis; data warehousing and mining; decision support systems; decision theory; machine learning; mathematical programming; neural networks; nonparametric statistics; parametric and semi-parametric statistics; quality control; queuing theory; regression models; statistical tests; support vector machines; theoretical statistics
(This special issue belongs to the Section Probability and Statistics)
Optimization and Simulation in Mechanical Engineering and Computer Aided Design submission deadline 30 Apr 2025 | 5 articles | Viewed by 10831 | Submission Open
Keywords: topology optimization; simulation and optimization; applied mathematics; parametric modelling; complex curves and surfaces; mechanical engineering processes; computer aided design and applications; artificial intelligence algorithms
(This special issue belongs to the Section Engineering Mathematics)
Computational and Mathematical Methods in Information Science and Engineering, 2nd Edition submission deadline 30 Apr 2025 | 8 articles | Viewed by 10684 | Submission Open
Keywords: computational intelligence; mathematical modeling; data mining; text/document analysis; optimization; big data analysis; deep learning; complex networks; software defects detection; e-commerce; social network; information systems; recommendation systems; intelligent logistics; intelligent energy management; intelligent education; intelligent tourism
(This special issue belongs to the Section Engineering Mathematics)
Computational Methods and Applications for Numerical Analysis, 2nd Edition
edited by and
submission deadline 30 Apr 2025 | 7 articles | Viewed by 6241 | Submission Open
(This special issue belongs to the Section Computational and Applied Mathematics)
Mathematical Techniques and New ITs for Smart Manufacturing Systems
edited by Kai Ding and
submission deadline 30 Apr 2025 | 3 articles | Viewed by 4107 | Submission Open
Keywords: smart manufacturing system; cyber-physical production system; smart production management; 3D printing and additive manufacturing; low carbon manufacturing; mathematical planning; statistical learning; industrial internet of things; cloud-edge interplay; digital twins; deep learning; blockchain
(This special issue belongs to the Section Mathematics and Computer Science)
Applied Mathematical Modelling and Dynamical Systems, 2nd Edition submission deadline 30 Apr 2025 | 5 articles | Viewed by 3714 | Submission Open
Keywords: mathematical modeling; dynamical systems; nonlinear systems; theory of singularities; fixed point theory; bifurcation theory; complex systems; iteration theory; topological dynamics; ergodic theory; symbolic dynamics; population dynamics; embedding problems; networks; synchronization; simulation; chaos; functional equations
(This special issue belongs to the Section Dynamical Systems)
Graph Theory and Network Theory submission deadline 30 Apr 2025 | 3 articles | Viewed by 3203 | Submission Open
Keywords: network optimization; network reliability; binary state flow networks; multistate flow networks; exact and approximation approaches; and algorithms.
(This special issue belongs to the Section Mathematics and Computer Science)
Financial Mathematics III
edited by
submission deadline 30 Apr 2025 | 2 articles | Viewed by 2588 | Submission Open
Keywords: financial mathematics; bonds and interest rates dynamics; asset allocation and portfolio theory; derivatives and option pricing; credit and sovereign risks; socially responsible investments; performance evaluation of mutual funds; data envelopment analysis; machine learning algorithms; neural networks
(This special issue belongs to the Section Financial Mathematics)
Research on Dynamical Systems and Differential Equations
edited by Ahmadjan Muhammadhaji and Maimaiti Yimamu
submission deadline 30 Apr 2025 | 4 articles | Viewed by 2531 | 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)
Computational Mechanics and Dynamics: Latest Advances and Prospects submission deadline 30 Apr 2025 | 1 articles | Viewed by 2115 | Submission Open
Keywords: computational mechanics; computational dynamics; finite element analysis; multi-body dynamics; computational fluid dynamics; computational solid mechanics; nonlinear dynamics; numerical algorithms; simulation techniques; emerging trends
(This special issue belongs to the Section Computational and Applied Mathematics)
Mathematics, Computer Programming, and Artificial Intelligence in 2D and 3D Software submission deadline 30 Apr 2025 | 1 articles | Viewed by 2011 | Submission Open
Keywords: mathematics; programming; artificial intelligence; coding; industry 5.0; 2D and 3D software; open-source; digital; addons
(This special issue belongs to the Section Mathematics and Computer Science)
New Trends in Nonlinear Dynamics and Nonautonomous Solitons
edited by Tatyana L. Belyaeva, Vladimir Serkin and Lubomir Kovachev
submission deadline 30 Apr 2025 | 1 articles | Viewed by 1850 | Submission Open
Keywords: mathematical physics; nonlinear wave theory; optics and Photonics; nonlinear dynamics and solitary waves; autonomous and nonautonomous dynamical systems; nonlinear evolution equations and modulational instability; completely integrable and nonintegrable novel mathematical models; inverse scattering transform with varying spectral parameters; nonautonomous solitons; hidden symmetry reductions; mathematics of soliton supercontinuum; mathematical modeling and numerical methods for solving new evolution equations; mathematical modeling using machine learning algorithms; approaches; and architectures of neural networks
(This special issue belongs to the Section Dynamical Systems)
Advances in Statistical Methods with Applications
edited by Mohamed T. Madi and Mohammad Z. Raqab
submission deadline 30 Apr 2025 | 2 articles | Viewed by 1688 | Submission Open
Keywords: big data and analysis; machine learning; mathematical modelling; stochastic modeling; Monte Carlo simulations; measures of divergence and entropy; optimization models; Bayesian analysis; biostatistical applications; entropy and information measures
(This special issue belongs to the Section Probability and Statistics)
Application of Mathematical Analysis and Theory to Robotics
edited by and L. A. Alcaraz-Caracheo
submission deadline 30 Apr 2025 | 1 articles | Viewed by 829 | Submission Open
Keywords: higher-order kinematics; Lie algebra; screw theory; Euclidean group; polynomial equation reduction; elimination methods in kinematics; path planning trajectory; symbolic computation; closed-form solutions; topology optimization; software development; robot stability; computational geometry in robotics; robot singularities; parametrization; synthesis; Monte Carlo methods
(This special issue belongs to the Section Mathematics and Computer Science)
Advances in Image-Based Decision Support Systems for Personalized Healthcare and Computational Biology submission deadline 30 Apr 2025 | 1 articles | Viewed by 822 | Submission Open
Keywords: biomedical imaging; radiology and optical imaging; multimodal imaging; multi-omics data fusion; tomographic reconstruction; image analysis for personalised medicine; image analysis for computer aided diagnosis; image segmentation; image registration; image reconstruction and super-resolution; image retrieval; machine learning; foundation modelling; model uncertainty and interpretability
(This special issue belongs to the Section Fuzzy Sets, Systems and Decision Making)
Numerical Methods for Scientific Computing
edited by Ching-Sung Liu and
submission deadline 30 Apr 2025 | 1 articles | Viewed by 807 | Submission Open
Keywords: numerical methods; numerical differential equations; numerical optimization; numerical linear algebra; numerical multilinear algebra; eigenvalue problems; nonlinear eigenvalue problems; matrix approximation; tensor approximation
(This special issue belongs to the Section Computational and Applied Mathematics)
Coding Theory and the Impact of AI
edited by Yansheng Wu and Shangdong Yang
submission deadline 30 Apr 2025 | 1 articles | Viewed by 675 | Submission Open
Keywords: coding theory; sequences; artificial intelligence; machine learning; cryptography; information security; data transmission
(This special issue belongs to the Section Mathematics and Computer Science)
Approximation and Computation for Numerical Analysis: Latest Advances and Prospects
edited by Abdelouahed Kouibia and
submission deadline 30 Apr 2025 | 1 articles | Viewed by 530 | Submission Open
Keywords: numerical analysis; approximation and computation; spline functions; radial functions; polynomial functions; partial differential equation
(This special issue belongs to the Section Computational and Applied Mathematics)
Theoretical Modeling and Computational Aspects on Sustainability: Financial and Socio-Economic Implications
edited by and Pesenti Raffaele
submission deadline 30 Apr 2025 | Viewed by 309 | Submission Open
Keywords: sustainability; risk management; optimization; complex systems modeling
Condensed Matter Physics and Statistical Mechanics in Applied Mathematics
edited by Jonas R.F. Lima
submission deadline 30 Apr 2025 | Viewed by 302 | Submission Open
Keywords: disorder; phase transitions; transport properties; topology; magnetism; nonequilibrium statistics; many-body physics
(This special issue belongs to the Section Mathematical Physics)
Big Data Analytics for Social Good
edited by Jiaxing Shen, Yu-An Huang and Yunfei Long
submission deadline 30 Apr 2025 | Viewed by 293 | Submission Open
Keywords: big data; social good; IoT; NLP; bioinformatics; public health; smart cities; environmental sustainability; education; community resilience
(This special issue belongs to the Section Mathematics and Computer Science)
Application of Neural Networks and Deep Learning
edited by Yundi Chu and
submission deadline 30 Apr 2025 | 1 articles | Viewed by 262 | Submission Open
Keywords: fuzzy neural network control; intelligent control; reinforcement learning; deep learning
(This special issue belongs to the Section Mathematics and Computer Science)
Artificial Intelligence: Deep Learning and Computer Vision
edited by , and Stéphane Marchand-Maillet
submission deadline 30 Apr 2025 | Viewed by 242 | Submission Open
Keywords: artificial intelligence; deep learning; computer vision; image classification; image segmentation; image restoration; robot or vehicle autonomous navigation; image-based deep reinforcement learning; generative deep models; computational methods for computer vision; intelligent systems; optimization algorithms for computer vision
(This special issue belongs to the Section Mathematics and Computer Science)
Intelligent Computing with Applications in Computer Vision
edited by , and Fangyuan Li
submission deadline 30 Apr 2025 | Viewed by 167 | Submission Open
Keywords: image processing; computer vision; neural networks; machine learning; deep learning; artificial intelligence; computational intelligence
(This special issue belongs to the Section Mathematics and Computer Science)
Advances in Modern Supply Chain Management and Information Technology
edited by Meichuan Cheng and Alexis P.I. Goh
submission deadline 30 Apr 2025 | Viewed by 167 | Submission Open
Keywords: inventory management; green supply chain and information technology integration; reverse logistics and sustainability; subscription economy; Internet of Things in supply chain management; sustainability assessment and resilience analysis of critical infrastructures; computer graphics and visualization; network theory and optimization; information retrieval and natural language processing; optimization algorithm; operations research and optimization
(This special issue belongs to the Section Computational and Applied Mathematics)
Artificial Intelligence and Optimization in Engineering Applications
edited by , Xiaolu Liu, Lining Xing and
submission deadline 30 Apr 2025 | Viewed by 152 | Submission Open
Keywords: artificial intelligence; engineering applications; optimization techniques; manufacturing; energy management; transportation; supply chain management; space research; real-time decision making; data processing; automated systems
(This special issue belongs to the Section Mathematics and Computer Science)
Mathematical Optimization in Machine Learning, Computer Vision, and Data Mining, 2nd Edition
edited by
submission deadline 30 Apr 2025 | Viewed by 136 | Submission Open
Keywords: mathematical optimization; machine learning; computer vision; image restoration; image enhancement; pattern recognition; data mining; convergence rate; theoretical bounds; time complexity; execution time; memory consumption; algorithm performance; domain-specific problems
(This special issue belongs to the Section Engineering Mathematics)
Advances in Numerical Methods for Optimal Control Problems
edited by Kening Wang and Cheng-Hung Huang
submission deadline 30 Apr 2025 | Viewed by 129 | Submission Open
Keywords: optimal control; dynamical systems; differential equations; numerical analysis; computational implementation
(This special issue belongs to the Section Computational and Applied Mathematics)
Advances in Numerical Modeling Based on Graph Theory
edited by Sara Grundel
submission deadline 30 Apr 2025 | Viewed by 111 | Submission Open
Keywords: numerical modeling; graph theory; numerical methods; simulation; optimization
(This special issue belongs to the Section Computational and Applied Mathematics)
Chaos Theory and Complexity
edited by Efthymia Meletlidou
submission deadline 30 Apr 2025 | Viewed by 110 | Submission Open
Keywords: chaos; dynamical system; complexity; nonlinear dynamics
(This special issue belongs to the Section Mathematical Physics)
Synergies between Artificial Intelligence and Pure Mathematics
edited by Francesco Giannini and Stefano Fioravanti
submission deadline 30 Apr 2025 | Viewed by 109 | Submission Open
Keywords: AI for Mathematics; theorem proving; neural conjecturing; human in the loop; AI for algebra; geometry; and topology; category theory and learning processes; mathematical foundations in AI
(This special issue belongs to the Section Mathematics and Computer Science)
Numerical Methods in Multiphase Flow with Heat and Mass Transfer
edited by Lin Zheng
submission deadline 30 Apr 2025 | Viewed by 83 | Submission Open
Keywords: computational fluid dynamics; microscopic/mesoscopic method; multiscale modeling; droplet dynamics; gas– liquid/liquid– liquid flows; fluid– solid interactions; miscible and immiscible multicomponent flows; thermo/thermosolutal capillary convection; boiling heat transfer; melting heat transfer
(This special issue belongs to the Section Mathematical Physics)
New Insights in Machine Learning (ML) and Deep Neural Networks
edited by Yanming Guo, Yu Liu, Tianyuan Yu and Mingrui Lao
submission deadline 30 Apr 2025 | Viewed by 81 | Submission Open
Keywords: machine learning; multi-modal models; embodied intelligence; artificial intelligence; deep neural networks (DNNs)
(This special issue belongs to the Section Mathematics and Computer Science)
Artificial Intelligence and Artificial Neural Networks
edited by and Dobrojevic Milos
submission deadline 30 Apr 2025 | Viewed by 65 | Submission Open
Keywords: artificial intelligence; neural networks; deep learning; predictive modeling; transformers; machine learning; metaheuristic optimization; hyperparameter tuning
(This special issue belongs to the Section Network Science)
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