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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Statistical Methods and Applications in Genetics and Genomics
edited by Zilin Li and Xihao Li
submission deadline 1 Aug 2024 | 1 articles | Viewed by 673 | Submission Open
Keywords: statistical genetics and genomics; multi-omics; biostatistics; bioinformatics; computational biology
(This special issue belongs to the Section Probability and Statistics)
Intelligent Detection and Application
edited by and Yuejun Liu
submission deadline 10 Aug 2024 | Viewed by 264 | Submission Open
Keywords: anomaly detection; detection-based on medical image; prediction theory and application; data pre-processing; deep learning; data classification; feature extraction and data fusion; disease prediction and diagnosis
Combinatorial Optimization: Trends and Applications submission deadline 15 Aug 2024 | 4 articles | Viewed by 5631 | Submission Open
Keywords: combinatorial optimization; operations research; exact approaches; approximate approaches; metaheuristics; hyperheuristics; machine learning-empowered search; applications
(This special issue belongs to the Section Engineering Mathematics)
Numerical and Computing Methods in Sustainable Energy System for Built Environment
edited by , and Bukunmi Ogunsanya
submission deadline 15 Aug 2024 | 3 articles | Viewed by 4696 | Submission Open
Keywords: numerical modelling in sustainable energy systems; renewable energy harvesting; energy storage using renewables; thermal engineering; sustainable built environment; indoor environmental quality (IEQ); energy efficiency in buildings; system simulation and statistical analysis
(This special issue belongs to the Section Engineering Mathematics)
Mathematical Model and Numerical Method in Advanced Geotechnical Engineering and Geomechanics
edited by and
submission deadline 15 Aug 2024 | 3 articles | Viewed by 4069 | Submission Open
Keywords: mathematical methods; analysis and simulation; soil– structure interaction; applied mechanics; quantitative models; numerical simulations
(This special issue belongs to the Section Engineering Mathematics)
Mathematical Analysis and Its Application in Astrophysics
edited by Zhoujian Cao
submission deadline 15 Aug 2024 | 1 articles | Viewed by 938 | Submission Open
Keywords: Einstein equation; partial differential equation; numerical relativity; geodesic; gravitational wave; shadow of black hole; self-force; effective one body
(This special issue belongs to the Section Mathematical Physics)
Intelligent Signal Processing and Intelligent Communication
edited by Yulong Gao and Ruoyu Zhang
submission deadline 20 Aug 2024 | 1 articles | Viewed by 880 | Submission Open
Keywords: intelligent management and control of the spectrum; intelligent communication resource allocation; intelligent network management and optimization; intelligent physical layer technology; intelligent estimation of signal parameters; intelligent multi-source information fusion; intelligent multiple signal separation
(This special issue belongs to the Section Engineering Mathematics)
New Advances of Operations Research and Analysis
edited by
submission deadline 20 Aug 2024 | Viewed by 365 | Submission Open
Keywords: mathematical programming; meta-heuristic algorithms; agent-based modelling; simulation-based optimization; location analysis; logistics and supply chain; transportation; network optimization; big data analytics; production planning and scheduling; stochastic optimization; robust optimization
(This special issue belongs to the Section Financial Mathematics)
Mathematical, Statistical and Inverse Problems in Geophysics
edited by E. Leticia Flores-Márquez
submission deadline 28 Aug 2024 | Viewed by 205 | Submission Open
Keywords: geophysics; uncertainty; complex geological structures; unpredictable natural events; inverse problems; statistics and inverse tools
(This special issue belongs to the Section Engineering Mathematics)
Advanced Applications of Tensor Neural Network for High-Dimension Data Processing and Analysis
edited by Hu Zhu, Xiongjun Zhang and
submission deadline 28 Aug 2024 | Viewed by 140 | Submission Open
Keywords: high dimension; neural network; tensor; data analysis
(This special issue belongs to the Section Computational and Applied Mathematics)
Stochastic Processes, Models and Methods in Resilience Management and Reliability Optimization submission deadline 30 Aug 2024 | 13 articles | Viewed by 16843 | Submission Open
Keywords: complex systems; resilience management; reliability models; transportation system; environmental energy; carbon emissions; electric vehicle; statistics forecasting models; hybrid models; equipment support; infrastructure; nuclear power plants; markov and semi-markov models
(This special issue belongs to the Section Probability and Statistics)
Advances in Artificial Intelligence and Metaheuristics Methods for Planning and Scheduling submission deadline 30 Aug 2024 | 7 articles | Viewed by 13763 | Submission Open
Keywords: Artificial intelligence; Metaheuristics; Nature-inspired optimization techniques; Swarm intelligence; Evolutionary computation; Hybrid approaches; Self-parametrization; Machine learning; Intelligent systems for planning and scheduling; Dynamic scheduling
(This special issue belongs to the Section Mathematics and Computer Science)
Fuzzy Decision Making and Soft Computing Applications: Future Perspectives submission deadline 30 Aug 2024 | 7 articles | Viewed by 11384 | Submission Open
(This special issue belongs to the Section Fuzzy Sets, Systems and Decision Making)
AI-Augmented Software Engineering
edited by
submission deadline 30 Aug 2024 | 3 articles | Viewed by 2875 | Submission Open
Multiscale Modeling of Infectious Disease Dynamics
edited by Winston Garira and
submission deadline 30 Aug 2024 | 1 articles | Viewed by 1288 | Submission Open
Keywords: multiscale modeling; infectious disease dynamics; epidemic modeling and control; numerical analysis
(This special issue belongs to the Section Mathematical Biology)
Bayesian Statistical Analysis of Big Data and Complex Data
edited by
submission deadline 30 Aug 2024 | 1 articles | Viewed by 1233 | Submission Open
Keywords: Bayesian approximation; Bayesian big data analysis; Bayesian dimension reduction; Bayesian model for complex data; efficient Bayesian computing
(This special issue belongs to the Section Probability and Statistics)
New Trends in Computer Vision, Pattern Recognition and Machine Learning
edited by and Gaurav Bhatnagar
submission deadline 30 Aug 2024 | Viewed by 980 | Submission Open
(This special issue belongs to the Section Mathematics and Computer Science)
Nonlinear and Evolutionary Optimization in Materials and Engineering
edited by Amit Banerjee
submission deadline 30 Aug 2024 | 1 articles | Viewed by 846 | Submission Open
Keywords: evolutionary algorithms; evolutionary optimization; nonlinear optimization; artificial intelligence; machine learning; evolutionary computation; deep learning; material science; computational materials design; smart materials; additive manufacturing; smart manufacturing processes
(This special issue belongs to the Section Engineering Mathematics)
The Application of Optimization Algorithm in Mathematical Model
edited by Li-Ning Xing
submission deadline 30 Aug 2024 | Viewed by 211 | Submission Open
Keywords: optimization algorithm; mathematical model; genetic algorithm; ant colony optimization; particle swarm optimization; tabu search; simulated annealing
(This special issue belongs to the Section Computational and Applied Mathematics)
Recent Advances in Kinetic Theory and Numerical Computations
edited by Liu Liu
submission deadline 30 Aug 2024 | Viewed by 160 | Submission Open
Keywords: kinetic modeling; deep learning; multi-scale problems; uncertainty quantification; data-driven methods; high-dimensional kinetic problems
(This special issue belongs to the Section Computational and Applied Mathematics)
Explainable and Trustworthy AI Models for Data Analytics
edited by Rajaraman Kanagasabai
submission deadline 30 Aug 2024 | Viewed by 155 | Submission Open
Keywords: explainable AI; trustworthy AI; data analytics; machine learning; explainable models; model trustworthiness; mathematical optimization
(This special issue belongs to the Section Mathematics and Computer Science)
Advanced Research in Mathematical Economics and Financial Modelling submission deadline 31 Aug 2024 | 8 articles | Viewed by 17950 | Submission Open
Keywords: mathematical economics; financial modelling; financial engineering; structural equation modelling; spatial statistics and econometrics; stochastic optimization; measurement; network analysis and sampling techniques
(This special issue belongs to the Section Financial Mathematics)
From Edge Devices to Cloud Computing and Datacenters: Emerging Machine Learning Applications, Algorithms, and Optimizations
edited by
submission deadline 31 Aug 2024 | 8 articles | Viewed by 17366 | Submission Open
Keywords: machine learning; deep neural network; deep compression; machine learning optimizations; machine learning under constrained resources
(This special issue belongs to the Section Mathematics and Computer Science)
Mathematical Modeling and Analysis of Problems in Ecology, Epidemiology and Oncology
edited by and Jui-Ling Yu
submission deadline 31 Aug 2024 | 10 articles | Viewed by 15707 | Submission Open
Keywords: population dynamics; deterministic and stochastic modeling; stability and bifurcations; disease invasion; biological control; cancer therapy; clinical or experimental data
(This special issue belongs to the Section Mathematical Biology)
Complex Biological Systems and Mathematical Biology
edited by and
submission deadline 31 Aug 2024 | 9 articles | Viewed by 13527 | Submission Open
Keywords: infectious disease modelling; epidemiological dynamics; piecewise dynamic systems; optimal control in COVID-19; human behaviours evolution dynamics; data-driven modelling; modelling non-communicable diseases; machine learning approaches
(This special issue belongs to the Section Mathematical Biology)
Big Data Mining and Analytics with Applications
edited by and
submission deadline 31 Aug 2024 | 8 articles | Viewed by 12239 | Submission Open
Keywords: big data; data analytics; statistical techniques; data fusion; data classification; data extraction; cluster analysis; data mining; machine learning; time series; social network analysis; big data applications
(This special issue belongs to the Section Mathematics and Computer Science)
Advances in Mathematical Methods, Machine Learning and Deep Learning Based Applications, 2nd Edition
edited by , , and
submission deadline 31 Aug 2024 | 7 articles | Viewed by 11249 | Submission Open
Keywords: artificial intelligence; natural language processing; data mining and learning analytics; recommender systems; cybersecurity; blockchain; artificial neural networks; machine learning; statistical and optimization methods; evaluation of artificial intelligence; adaptive; or personalized systems intelligent tutoring systems; virtual reality and dialog systems model applications in several domains like education; finance etc.
(This special issue belongs to the Section Mathematics and Computer Science)
Differential and Integro–Differential Equations: Theory and Applications submission deadline 31 Aug 2024 | 9 articles | Viewed by 10934 | Submission Open
Keywords: ordinary differential equations; partial differential equation; fractional differential equations; delay differential equations; integro-differential equations; applications of differential equations
(This special issue belongs to the Section Difference and Differential Equations)
Advances of Computer Algorithms and Data Structures submission deadline 31 Aug 2024 | 10 articles | Viewed by 10076 | Submission Open
Keywords: combinatorial optimization; computation theory; data structure for massive dataset; graph algorithms; interconnection networks; network optimization; parallel and distributed algorithms; social networks
(This special issue belongs to the Section Mathematics and Computer Science)
Advances in Communication Systems, IoT and Blockchain submission deadline 31 Aug 2024 | 7 articles | Viewed by 9088 | Submission Open
Keywords: blockchain; IoT; machine learning; healthcare systems; medical data
(This special issue belongs to the Section Computational and Applied Mathematics)
Mathematical Methods Applied in Explainable Fake Multimedia Detection
edited by , Zhenjun Tang and Guorui Feng
submission deadline 31 Aug 2024 | 5 articles | Viewed by 8913 | Submission Open
Keywords: deep learning; machine learning; multimedia security; fake multimedia detection; multimedia forensics
(This special issue belongs to the Section Mathematics and Computer Science)
Advances in Differential Geometry and Its Applications submission deadline 31 Aug 2024 | 10 articles | Viewed by 8676 | Submission Open
Keywords: Riemannian geometry; symplectic geometry; contact geometry; information geometry; gauge theory; lie groups and lie algebras; applications to machine learning; applications to data analysis
(This special issue belongs to the Section Algebra, Geometry and Topology)
Advanced Research on Information System Security and Privacy
edited by Zhaoquan Gu and
submission deadline 31 Aug 2024 | 11 articles | Viewed by 8557 | Submission Open
Keywords: information systems security; privacy-preserving technologies of information systems; secure communication for information systems; cryptography and security; situation awareness analysis of information systems; threat detection and access control; digital forensics; artificial intelligence security for information systems; adversarial attacks and defenses in deep-learning-based information systems; adversarial explainable AI; security evaluation of information systems
(This special issue belongs to the Section Mathematics and Computer Science)
Probability, Statistics and Random Processes
edited by
submission deadline 31 Aug 2024 | 8 articles | Viewed by 8007 | Submission Open
Keywords: mathematics; statistics; probability; algorithms; computation; stochastics; simulation; random variables; random processes; networks; methodology
(This special issue belongs to the Section Probability and Statistics)
Fuzzy Sets and Fuzzy Systems submission deadline 31 Aug 2024 | 6 articles | Viewed by 7560 | Submission Open
Keywords: fuzzy set; type two fuzzy; optimization; computational economics; soft computing; fuzzy expert systems; ANN; RSM
(This special issue belongs to the Section Fuzzy Sets, Systems and Decision Making)
Modelling and Analysis in Time Series and Econometrics
edited by and Pierre Ngnepieba
submission deadline 31 Aug 2024 | 4 articles | Viewed by 7536 | Submission Open
Keywords: mathematical modeling; time series analysis; antithetic time series; time series forecasting; cointegration; antithetic variables in computer simulation; sequences of random variables; stochastic processes; bias reduction; dynamics; mathematical statistics; econometrics; economic theory; optimization
(This special issue belongs to the Section Financial Mathematics)
Fractional-Order Systems: Control, Modeling and Applications
edited by , , and Yanqiao Wei
submission deadline 31 Aug 2024 | 4 articles | Viewed by 7093 | Submission Open
Keywords: fractional differential equations; numerical methods; fractional order dynamical system; fractional order control; fractional viscoelastic material modeling; fractional order system identification; fractional order robot system
(This special issue belongs to the Section Computational and Applied Mathematics)
Numerical and Computational Methods in Structural Engineering and Mechanics submission deadline 31 Aug 2024 | 6 articles | Viewed by 6062 | Submission Open
Keywords: structural engineering; mechanical problems; fluid-structure interactions; soil-structure interactions; structural reliability; mathematical modeling; numerical schemes; optimization; control methods; ordinary differential equations; partial differential equations
(This special issue belongs to the Section Engineering Mathematics)
Statistical Methods for High-Dimensional and Massive Datasets
edited by
submission deadline 31 Aug 2024 | 4 articles | Viewed by 6036 | Submission Open
Keywords: high-dimensional data; feature extraction; feature selection; real-time (online) algorithms; classification; clustering; discrimination; dimension reduction; supervised and unsupervised methods; statistical/machine learning
(This special issue belongs to the Section Probability and Statistics)
Probabilistic Models in Insurance and Finance
edited by
submission deadline 31 Aug 2024 | 5 articles | Viewed by 5875 | Submission Open
Keywords: stochastic models for insurance; stochastic models for finance; survival functions; long memory; financial time series; risk measures; ruin probabilities; heavy-tailed distributions; transformation of distributions; asymptotic estimates
(This special issue belongs to the Section Probability and Statistics)
Machine Learning in Bioinformatics and Biostatistics submission deadline 31 Aug 2024 | 3 articles | Viewed by 5417 | 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)
Nonlinear Systems: Dynamics, Control, Optimization and Applications in Science and Engineering, 3rd Edition
edited by
submission deadline 31 Aug 2024 | 8 articles | Viewed by 5252 | Submission Open
(This special issue belongs to the Section Engineering Mathematics)
Quantum Cryptography and Applications submission deadline 31 Aug 2024 | 4 articles | Viewed by 5242 | Submission Open
Keywords: quantum key distribution; quantum key agreement; quantum secret sharing; quantum private comparison; quantum summation; quantum network; quantum direct communication; deterministic quantum communication; quantum dialogue; quantum digital signatures; quantum security analysis; semi-quantum communications
(This special issue belongs to the Section Mathematics and Computer Science)
Mathematical Models for Supply Chain Management
edited by and
submission deadline 31 Aug 2024 | 4 articles | Viewed by 5150 | Submission Open
Keywords: supply chain; inventory; vendor-managed inventory; supply chain performance; sustainable supply chain; logistics; forecasting; circular economy
(This special issue belongs to the Section Financial Mathematics)
Advances in Differential Analysis and Functional Analysis submission deadline 31 Aug 2024 | 5 articles | Viewed by 4985 | Submission Open
Keywords: new developments in Functional Analysis; significant applications of Functional Analysis; including in other areas of mathematics (including the analysis of PDEs; differential equations; boundary value problems; differential topology and geometry; symplectic topology; quantum mechanics; probability theory; geometric group theory; and dynamical systems and approximation theory); contributions to important problems and challenges in Functional Analysis; best approximation problems in Banach spaces; iterative procedures for fixed points or best proximity points; nonlinear optimization and applications; representation theory; theory of abstract and functional spaces; theory of operators; spectral theory; theory of operator equations; solvability of fixed-point equations of nonlinear operators; differential analysis and in its applications to physics and other areas of natural science (including statistics; computing; electrical circuit analysis; dynamical systems; economics and biology)
(This special issue belongs to the Section Difference and Differential Equations)
Signal Processing, Machine Learning, and Scientific Computing: Algorithms and Applications submission deadline 31 Aug 2024 | 4 articles | Viewed by 4945 | Submission Open
Keywords: signal processing; artificial intelligence; machine learning; deep learning; scientific computing; adaptive filtering; operational research; optimization algorithms; decision support systems; analytical methods; numerical methods; stochastic methods
(This special issue belongs to the Section Computational and Applied Mathematics)
Advances in Computer Vision and Machine Learning, 2nd Edition submission deadline 31 Aug 2024 | 6 articles | Viewed by 4860 | Submission Open
Keywords: artificial intelligence; computer vision; pattern recognition; statistical learning; data mining; deep learning
(This special issue belongs to the Section Mathematics and Computer Science)
Advances in Applied Mathematics in Computer Vision
edited by
submission deadline 31 Aug 2024 | 3 articles | Viewed by 4686 | Submission Open
Keywords: clustering; deep learning; GNN; complexity; computer vision; machine learning
(This special issue belongs to the Section Mathematics and Computer Science)
Data Hiding, Steganography and Its Application
edited by and
submission deadline 31 Aug 2024 | 5 articles | Viewed by 4349 | Submission Open
Keywords: steganography; steganalysis; watermarking; data hiding; multimedia; social nnetwork; image processing
(This special issue belongs to the Section Computational and Applied Mathematics)
Mathematical Modeling, Analysis, and Applications of Complex Dynamics in Electrical Engineering
edited by
submission deadline 31 Aug 2024 | 2 articles | Viewed by 4278 | Submission Open
Keywords: analog and digital networks; applications of chaos in electronics; complex behavior; computer-aided analysis of circuits; deterministic dynamical system; fractal dimension; chaos and hyperchaos; mathematical modeling; nonlinear dynamics; signal processing; strange attractors
(This special issue belongs to the Section Engineering Mathematics)
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