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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Algebraic Modal Logic and Proof Theory
edited by Minghui Ma
submission deadline 30 Jun 2025 | 2 articles | Viewed by 2678 | Submission Open
Keywords: modal algebra; modal logic; proof theory
(This special issue belongs to the Section Mathematics and Computer Science)
Stochastic Models in Mathematical Biology, 2nd Edition
edited by
submission deadline 30 Jun 2025 | 2 articles | Viewed by 1798 | 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)
Statistical Methods and Applications in Genetics and Genomics
edited by Zilin Li and Xihao Li
submission deadline 30 Jun 2025 | 2 articles | Viewed by 1483 | Submission Open
Keywords: statistical genetics and genomics; multi-omics; biostatistics; bioinformatics; computational biology
(This special issue belongs to the Section Probability and Statistics)
Quantitative Finance with Mathematical Modelling
edited by , , and Anthony Graham Bellotti
submission deadline 30 Jun 2025 | 1 articles | Viewed by 1355 | Submission Open
Keywords: quantitative finance; risk management; portfolio management; time series analysis; Bayesian analysis; quantitative trading; algorithm trading; financial risk; portfolio optimization; game theory in finance
Computational Mathematics and Artificial Intelligence
edited by , , and Geoffrey McLachlan
submission deadline 30 Jun 2025 | Viewed by 488 | Submission Open
Keywords: efficient numerical/approximation methods; algorithmic and computational complexity; large-scale optimization; stochastic methods; computational statistics; machine learning algorithms; computational methods for deep learning; fluid computational dynamics; bioinformatics; molecular modeling; computer vision; natural language processing
(This special issue belongs to the Section Computational and Applied Mathematics)
Recent Advances in Optimization Algorithms for Scheduling and Operations Research
edited by , María D. Gracia and Manuel Vargas
submission deadline 30 Jun 2025 | Viewed by 439 | Submission Open
Keywords: operations research; scheduling; logistics; manufacturing; artificial intelligence; metaheuristics algorithms; industrial applications
(This special issue belongs to the Section Mathematics and Computer Science)
Applications of Continuum Mechanics in Biomedicine and Fluid Dynamics
edited by Giulia Giantesio
submission deadline 30 Jun 2025 | Viewed by 427 | Submission Open
Keywords: fluid dynamics; biological flows; flows in porous media; fluid– structure interactions; medical devices; non-Newtonian flows; simulations and modeling
(This special issue belongs to the Section Engineering Mathematics)
Nonlinear Elliptic Partial Differential Equations: Theory, Computations, and Applications submission deadline 30 Jun 2025 | Viewed by 305 | Submission Open
Keywords: reaction diffusion equations; existence/multiplicity/uniqueness; regularity; stability; boundary value problems; nonlinear elliptic equations; numerical PDEs; convergence analysis
(This special issue belongs to the Section Computational and Applied Mathematics)
Advanced Information and Signal Processing: Models and Algorithms
edited by and
submission deadline 30 Jun 2025 | Viewed by 279 | Submission Open
Keywords: information processing; signal processing; wireless communications; pattern recognition; network security; computer security; cryptography; biometrics; data mining; knowledge discovery; parallel computing; neural networks; fuzzy logic; image processing; information propagation; opinion spread; multimedia computing; ubiquitous computing; edge computing
(This special issue belongs to the Section Mathematics and Computer Science)
Advances in Game Theory and Optimization with Applications
edited by Yaodong Yang
submission deadline 30 Jun 2025 | Viewed by 273 | Submission Open
Keywords: game theory; cooperative games; multiplayer games; contract theory; decision making; complex systems; learning algorithms; adaptive strategies; robust optimization; stochastic optimization; distributed optimization; algorithmic game theory; applications in engineering; cybersecurity; healthcare; etc.
(This special issue belongs to the Section Computational and Applied Mathematics)
Emerging Topics in Multi-objective Optimization and Its Applications
edited by Oren E. Nahum, Adham Salih and Amiram Moshaiov
submission deadline 30 Jun 2025 | Viewed by 217 | Submission Open
Keywords: optimization; multi-objective optimization; non-dominated solutions; Pareto front; exact algorithms; mathematical programming; heuristics; metaheuristics; evolutionary algorithms; population-based algorithms
(This special issue belongs to the Section Computational and Applied Mathematics)
Computational Intelligence Methods for Difficult Problems submission deadline 30 Jun 2025 | Viewed by 162 | Submission Open
Keywords: neural networks; fuzzy systems; evolutionary computation; swarm intelligence; hybrid systems; pattern recognition; data mining; knowledge discovery; heuristics
(This special issue belongs to the Section Mathematics and Computer Science)
Generalized/Extended Finite Element Methods, Meshless Methods and Related Developments in Machine Learning
edited by Qinghui Zhang
submission deadline 30 Jun 2025 | Viewed by 149 | Submission Open
Keywords: generalized finite element methods; extended finite element methods; meshless methods; unfitted mesh methods; machine learning; deep learning; neural networks; extreme learning machine; randomized neural networks; physics-informed neural networks; optimization; high dimension; high-performance computations; theories
(This special issue belongs to the Section Engineering Mathematics)
Physics-Informed AI and Deep Learning Algorithms for Smart Grid
edited by Xinze Li and
submission deadline 30 Jun 2025 | Viewed by 134 | Submission Open
Keywords: applications of physics-informed neural networks (PINNs) in smart grids; AI-based control for system stability and reliability; PINN and deep learning-based cyber security; AI-based anomaly detection; forecasting; and scheduling for renewable energy generation; PINN and deep learning-based distributed control for smart grid; PINN-based modeling; control; and fault detection of power electronics systems; AI-based fault detection and diagnostics in V2G system; intelligent motor condition monitoring and fault-tolerant control for V2G system
(This special issue belongs to the Section Engineering Mathematics)
Optimization, Modeling and Data Analytic Approaches in Network Coding submission deadline 30 Jun 2025 | Viewed by 85 | Submission Open
Keywords: network coding; network communication; network computation and optimization; distributed storage information theory and numerical analysis; machine learning algorithms modeling in network coding; the application of network coding for smart city development; the enhancement of data transmission efficiency via models
(This special issue belongs to the Section Mathematics and Computer Science)
New Advances in Nonlinear Waves, Solitons and Chaos
edited by Georgii A. Omel’yanov
submission deadline 30 Jun 2025 | Viewed by 68 | Submission Open
Keywords: partial differential equations; fractional functional differential equations; integrable equations; non-integrable equations; nonlinear waves; classical solutions; weak solutions; wave interaction; numerical simulation
(This special issue belongs to the Section Difference and Differential Equations)
Advances in Numerical Analysis and Approximation
edited by Federico Nudo and Maria Carmela De Bonis
submission deadline 30 Jun 2025 | Viewed by 65 | Submission Open
Keywords: polynomial approximation; orthogonal polynomials; integral equations; finite element methods (FEMs); enriched finite element methods; approximation theory; isogeometric analysis; numerical analysis; numerical integration
(This special issue belongs to the Section Difference and Differential Equations)
Formal Methods in Computer Science: Theory and Applications
edited by Asieh Salehi Fathabadi
submission deadline 30 Jun 2025 | Viewed by 26 | Submission Open
Keywords: formal software engineering; theorem proving; application of formal methods; formal verification; model checking; mathematical logic; formal specification/semantics; modeling languages; safety-critical systems
(This special issue belongs to the Section Mathematics and Computer Science)
Emerging Applications of Evolutionary Computing and Swarm Intelligence
edited by Abel Garcia-Najera, Karen Miranda, Saúl Zapotecas-Martínez and Adriana Menchaca-Méndez
submission deadline 30 Jun 2025 | Viewed by 23 | Submission Open
Keywords: genetic algorithms; evolution strategy; estimation of distribution algorithms; differential evolution; swarm intelligence; ant colony optimization; artificial bee colony algorithm; operations research; networks; artificial intelligence; big data
(This special issue belongs to the Section Mathematics and Computer Science)
Advances in Statistical Analysis for Health, Finance, Industry and Digital Economy
edited by Lei Qin
submission deadline 1 Jul 2025 | 1 articles | Viewed by 2188 | Submission Open
Keywords: application of data mining; machine learning and optimization; generative AI; artificial intelligence in healthcare; health economics; bioinformatics; digital driven diagnostics and prognostics; option pricing; market microstructure; cryptocurrency; blockchain; digital economy; data assets
(This special issue belongs to the Section Probability and Statistics)
Nonlinear Dynamics and Control: Challenges and Innovations
edited by
submission deadline 1 Jul 2025 | 2 articles | Viewed by 1532 | Submission Open
Keywords: complex dynamical system; nonlinear Dynamics; control theory; nonlinear systems
(This special issue belongs to the Section Dynamical Systems)
Privacy-Preserving Machine Learning in Large Language Models (LLMs)
edited by Zuobin Ying and
submission deadline 1 Jul 2025 | Viewed by 65 | Submission Open
Keywords: privacy preserving; large language models; machine unlearning
(This special issue belongs to the Section Mathematics and Computer Science)
Advances in Mobile Network and Intelligent Communication
edited by , , and Fan Wu
submission deadline 10 Jul 2025 | 7 articles | Viewed by 7935 | Submission Open
Keywords: 5G/6G networks; mobile networks; intelligent communications; Internet of Things; edge computing and intelligence; AI for wireless networks
(This special issue belongs to the Section Mathematics and Computer Science)
Recent Advances in Dynamic Equations on Time Scales
edited by Tom Cuchta
submission deadline 15 Jul 2025 | Viewed by 33 | Submission Open
Keywords: time scale calculus; dynamic equation; difference equation; q-calculus
(This special issue belongs to the Section Difference and Differential Equations)
Business Analytics and Decision-Making: Models, Algorithms and Applications
edited by Liping Liu
submission deadline 20 Jul 2025 | 3 articles | Viewed by 2854 | Submission Open
Keywords: business analytics; predictive analytics; machine learning; Bayesian learning; deep learning; fuzzy logic; Dempster– Shafer theory; generative AI
(This special issue belongs to the Section Mathematics and Computer Science)
Artificial Intelligence and Game Theory
edited by and
submission deadline 20 Jul 2025 | Viewed by 286 | Submission Open
Keywords: game theory; artificial intelligence; power system; sustainable and renewable energy; engineering optimization decision
(This special issue belongs to the Section Engineering Mathematics)
Computational Approaches in Computer Science: Methods, Algorithms, and Applications
edited by
submission deadline 20 Jul 2025 | Viewed by 17 | Submission Open
Keywords: artificial intelligence (AI); machine learning; computational complexity; optimization; data structures; computational mathematics; formal methods; testing methods; high-performance computing (HPC)
(This special issue belongs to the Section Mathematics and Computer Science)
Advances in Quantum Computing and Applications submission deadline 31 Jul 2025 | 10 articles | Viewed by 18553 | Submission Open
Keywords: advances in variational algorithms; applications of gate-based quantum computing; applications of photonic quantum computing; applications of quantum annealing; distributed quantum computing; error-correction algorithms; hybrid quantum computing; impact of quantum computing on business and society; implementation of quantum computing; new nisq algorithms and applications; performance evaluation of quantum algorithms; quantum algorithm structures and patterns; quantum algorithms and complexity; quantum hardware advances; Quantum machine learning (QML); secure cloud-based quantum computing; shallow (constant-depth) algorithms; simulation of quantum processes
(This special issue belongs to the Section Mathematics and Computer Science)
Applications of Cloud Computing, Big Data, and Data Dissemination in Information Engineering
edited by
submission deadline 31 Jul 2025 | 4 articles | Viewed by 5181 | Submission Open
Keywords: cloud computing; data dismission; artificial intelligence; information engineering; machine learning; mathematical models; scientific computing; big data
(This special issue belongs to the Section Engineering Mathematics)
Control Theory and Computational Intelligence submission deadline 31 Jul 2025 | 1 articles | Viewed by 1362 | Submission Open
Keywords: control systems; stability theory; nonlinear and linear estimation; fault-tolerant systems; diagnosis systems; artificial neural networks; fuzzy systems; evolutionary computation; applied mathematics; ordinary differential equations; fractional differential equations
(This special issue belongs to the Section Mathematics and Computer Science)
Recent Advances in Scientific Computing & Applications submission deadline 31 Jul 2025 | Viewed by 144 | Submission Open
Keywords: classical and quantum computing; classical and quantum computer interactions; application development technology; artificial intelligence; research methodology; dynamic control; evolutionary systems involved in dynamic systems; model finding; simulation and identification; algorithm synthesis; conceptual and theoretical frameworks
(This special issue belongs to the Section Computational and Applied Mathematics)
Advanced Mathematical Approaches to Engineering and Computational Problems, 2nd Edition
edited by
submission deadline 31 Jul 2025 | Viewed by 115 | Submission Open
Keywords: mathematics; statistics; advanced methodologies; meta-heuristics; artificial intelligence; deep learning; engineering problems; industrial problems; financial engineering problems; management problems; marketing problems; behavioral problems
(This special issue belongs to the Section Engineering Mathematics)
Biostatistics and Stochastic Process Analysis
edited by
submission deadline 31 Jul 2025 | Viewed by 109 | Submission Open
Keywords: biostatistics; stochastic analysis; epidemic modeling; statistical genomics; cellular dynamics; survival analysis
(This special issue belongs to the Section Probability and Statistics)
Gaussian Process and Machine Learning
edited by Omid Chatrabgoun and
submission deadline 31 Jul 2025 | Viewed by 85 | Submission Open
Keywords: advances in Gaussian process regression for analysing real-world complex data; Gaussian process for Baysiean optimization; Gaussian process for time series analysis; Gaussian process in reinforcement learning; Gaussian process in deep learning; physics-inform neural network (PINNs) versus Gaussian process; Gaussian process for solving stochastic diffrential equations
(This special issue belongs to the Section Probability and Statistics)
Statistical Modeling and Analysis in Medical Research
edited by Lazarus K. Mramba and Qihui Yang
submission deadline 31 Jul 2025 | Viewed by 81 | Submission Open
Keywords: statistics; biostatistics; biometrics
(This special issue belongs to the Section Probability and Statistics)
Advances in Optimization Algorithms and Its Applications
edited by Heming Jia
submission deadline 31 Jul 2025 | Viewed by 69 | Submission Open
Keywords: bio-inspired optimization algorithms; optimization algorithms; meta-heuristics; swarm intelligence; engineering applications; engineering design problems; real-world applications; feature selection; image segmentation; constraint handling; benchmarks; novel approaches; complicated optimization problems; industrial problems
(This special issue belongs to the Section Mathematics and Computer Science)
Applied Mathematics in Data Science and High-Performance Computing
edited by Xiaoping Lu, and Hua Zheng
submission deadline 31 Jul 2025 | Viewed by 25 | Submission Open
Keywords: data science; high performance computing; neural network; parallel; numerical analysis
(This special issue belongs to the Section Mathematics and Computer Science)
Recent Computational Analysis and Simulation for Mathematical Soft Computing Modelling and Nanoscience: Optimisation Techniques submission deadline 15 Aug 2025 | 1 articles | Viewed by 1569 | Submission Open
Keywords: soft computing techniques; mesoscopic/macroscopic formulations; physical nanomaterial models for experimental design and characterization; heat enhancement; nanoparticles; numerical simulations; thermal transferring in nanostructures; thermal measurement technologies; heat transfer; multi-scale computational approaches; artificial intelligence; machine learning; image processing; entropy analysis; hybrid models; combination of mathematical algorithms; discretization methods; particle physics
(This special issue belongs to the Section Computational and Applied Mathematics)
Advances in Nonlinear Analysis: Theory, Methods and Applications
edited by Ivan P. Jordanov
submission deadline 30 Aug 2025 | 1 articles | Viewed by 554 | Submission Open
Keywords: complex systems; mathematical modelling; agent models; nonlinear dynamics; nonlinear PDEs; nonlinear analysis; mathematical economics; financial mathematics
(This special issue belongs to the Section Computational and Applied Mathematics)
Control, Optimization and Intelligent Computing in Energy submission deadline 31 Aug 2025 | 10 articles | Viewed by 11645 | Submission Open
Keywords: dynamic system stability analysis; linear and non-linear systems; discrete time systems; feedback control systems; controllers for stabilization and linearization; industrial automation and instrumentation systems; power electronics systems and control; distributed energy resources; communication systems for electric power systems; smart grid applications; classical optimization methods; computational intelligence methods; modelling and simulation; sequential and parallel computing; realtime simulation systems
(This special issue belongs to the Section Dynamical Systems)
Advances on Complex Analysis, 2nd Edition submission deadline 31 Aug 2025 | 1 articles | Viewed by 1788 | Submission Open
Keywords: complex polynomials; analytic and harmonic univalent functions; meromorphic univalent functions; differential subordination and superordination; special functions and their applications in geometric function theory; quantum calculus and its applications in geometric function theory; operators on function spaces
Deep Learning in Image Processing and Scientific Computing
edited by Xuqing Wu and Siyu Huang
submission deadline 31 Aug 2025 | 1 articles | Viewed by 1511 | Submission Open
Keywords: machine learning; deep learning; neural networks; computer vision; image processing; AI-generated content; AI for science
(This special issue belongs to the Section Mathematics and Computer Science)
Mathematical Methods and N-body Problem in Celestial Mechanics
edited by Juan F. Navarro
submission deadline 31 Aug 2025 | Viewed by 143 | Submission Open
Keywords: N-body ring problem; N-body problem; three-body problem; hill problem; stability; periodic orbits; coorbital satellites; planetary rings; AI; numerical methods for the N-body problem; hybrid methods; neural networks
(This special issue belongs to the Section Mathematical Physics)
Mathematical Applications in Computer Graphics
edited by and
submission deadline 31 Aug 2025 | Viewed by 127 | Submission Open
Keywords: geometric and solid modeling; visual analytics; computational geometry; numerical methods in graphics; machine learning and AI in graphics; geometry-based machine learning models; deep learning for surface reconstruction and optimization; graph convolutional networks for graphics
(This special issue belongs to the Section Mathematics and Computer Science)
Recent Advances in Time Series Analysis: Methods, Theory, and Applications
edited by Mengyu Xu
submission deadline 31 Aug 2025 | Viewed by 44 | Submission Open
Keywords: time series analysis; statistics for time series analysis; forecasting; trend analysis; high-dimensional time series; change point; application of time series analysis; empirical analysis in economic; finance; engineering; healthcare; and neuroscience; hypothesis test; machine learning methods for time series analysis; time-varying network; causality; spatial time series; dynamic models; non-linear time series; heteroskedasticity; prediction; resampling; ARMA models; VAR models; factor models
(This special issue belongs to the Section Probability and Statistics)
Artificial Intelligence Techniques Applications on Power Systems submission deadline 30 Sep 2025 | 6 articles | Viewed by 9467 | Submission Open
Keywords: artificial intelligence techniques; power system engineering; power systems; neural network; fuzzy systems; expert systems
(This special issue belongs to the Section Engineering Mathematics)
Mathematical Modeling, Algorithms, and Inverse Problems in Imaging Sciences
edited by Wei Wang
submission deadline 30 Sep 2025 | Viewed by 177 | Submission Open
Keywords: image processing; inverse problem; modeling; algorithm; mathematical methods
(This special issue belongs to the Section Computational and Applied Mathematics)
Complex System Dynamics and Image Processing
edited by Hao Zhang
submission deadline 30 Sep 2025 | Viewed by 153 | Submission Open
Keywords: chaos; memristor; dynamics; nonlinear analysis; image encryption; image hiding; steganography; image compression; watermarking
(This special issue belongs to the Section Mathematics and Computer Science)
Artificial Intelligence and Internet of Things for Intelligent Systems
edited by and
submission deadline 15 Oct 2025 | 9 articles | Viewed by 19468 | Submission Open
Keywords: machine learning; deep learning; reinforcement learning; expert systems; big data and data mining; pattern recognition; computational intelligence; neural networks; computer vision; natural language processing; human activity recognition; optimization techniques; internet of things techniques and applications; machine learning and deep learning for the internet of things; cloud to edge computing for the internet of things; sensor-based intelligent systems; context-aware pervasive systems; cyber-physical systems; D2D and M2M communication systems; cognitive systems and applications; robotics systems
(This special issue belongs to the Section Mathematics and Computer Science)
Mathematical Computation for Pattern Recognition and Computer Vision
edited by and
submission deadline 1 Dec 2025 | Viewed by 192 | Submission Open
Keywords: artificial intelligence; pattern recognition; computer vision; feature extraction; feature matching; image processing; single-image 3d restoration; multiple view geometry; 3D point cloud; 3D object recognition; machine learning; neural network; deep learning
(This special issue belongs to the Section Mathematics and Computer Science)
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