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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Mathematical Applications in Industrial Engineering submission deadline 28 Feb 2025 | 4 articles | Viewed by 4593 | Submission Open
(This special issue belongs to the Section Engineering Mathematics)
Non-algorithmic Mathematical Models of Biological Organization
edited by
submission deadline 28 Feb 2025 | 1 articles | Viewed by 4381 | Submission Open
Keywords: non-algorithmic mathematical models; causal organization; biological and non-biological systems; (M; R)-systems; autopoiesis; category theory; calculus of indications; algebraic biology; self-reference
(This special issue belongs to the Section Mathematical Biology)
Artificial Intelligence Applications in Complex Networks submission deadline 28 Feb 2025 | 3 articles | Viewed by 4299 | Submission Open
Keywords: artificial intelligence; complex networks; machine learning; graph neural networks; deep learning
(This special issue belongs to the Section Network Science)
Applied Probability and Statistical Inference in Reliability Engineering submission deadline 28 Feb 2025 | 5 articles | Viewed by 3702 | Submission Open
Keywords: reliability modelling; nonparametric statistics; probabilistic methods; statistical models and methods; reliability and risk analysis; stochastic models and methods; probabilistic models in reliability; nonparametric methods in reliability; software reliability; Markov and semi-Markov processes in reliability; stochastic problems in reliability; multi-state systems; maintenance policies in reliability; order statistics in reliability
(This special issue belongs to the Section Probability and Statistics)
Advanced Artificial Intelligence Models and Its Applications, 2nd Edition
edited by
submission deadline 28 Feb 2025 | 3 articles | Viewed by 2949 | Submission Open
Keywords: machine learning; deep learning; pattern recognition; computer vision; multimedia retrieval and analysis; multimodal representation learning; statistical learning; medical image analysis; security applications; big data and analysis; benchmark dataset
(This special issue belongs to the Section Mathematics and Computer Science)
Latest Advances in Mathematical Economics submission deadline 28 Feb 2025 | 2 articles | Viewed by 2689 | Submission Open
Keywords: stability; convergence issues; analytical solutions; coefficient matrices; computational and algorithmic methods
(This special issue belongs to the Section Financial Mathematics)
Applied Computing and Artificial Intelligence, 2nd Edition submission deadline 28 Feb 2025 | 2 articles | Viewed by 2088 | Submission Open
Keywords: applied computing; applied mathematics; neural networks; deep learning; parameter identification; dynamics; system optimization; machine learning; control engineering; intelligent maintenance; computational methods; fault diagnosis; signal processing; rotor dynamics; prognosis; remaining useful life prediction; data mining; fractional differential equation; complex network system; stochastic dynamics; structural health monitoring; non-linear dynamics and control; spacecraft dynamics
(This special issue belongs to the Section Computational and Applied Mathematics)
Mathematical Modelling and Numerical Analysis in Electrical Engineering, 2nd Edition submission deadline 28 Feb 2025 | 3 articles | Viewed by 2049 | Submission Open
Keywords: applied mathematics; finite element analysis; numerical modelling and analysis; analytical modelling; electrical power engineering; electrical machines; electrical networks; renewable energy devices; design optimisation; power systems; electromagnetic fields; mathematical modelling; computer-aided design and modelling; industrial design and prototyping
(This special issue belongs to the Section Computational and Applied Mathematics)
Advances in Mathematical Biology and Applications
edited by Necibe Tuncer
submission deadline 28 Feb 2025 | 3 articles | Viewed by 2035 | Submission Open
Keywords: mathematical modeling; differential equations; network analysis; systems biology; computational biology; biomathematics; population dynamics; epidemiology; bioinformatics; stochastic processes; nonlinear dynamics; optimization; data analysis
(This special issue belongs to the Section Mathematical Biology)
Applications of Partial Differential Equations, 2nd Edition submission deadline 28 Feb 2025 | 3 articles | Viewed by 1994 | Submission Open
Keywords: nonlinear partial differential equations; diffusion equations; wave-type equations; partial differential equations with delay; partial functional differential equations; fractional partial differential equations; numerical solution; analytical solution; modeling
(This special issue belongs to the Section Difference and Differential Equations)
The Recent Advances in Computational Intelligence
edited by Changjing Shang, , Neil Mac Parthaláin, Mahdi Mahfouf and
submission deadline 28 Feb 2025 | 2 articles | Viewed by 1648 | Submission Open
Keywords: fuzzy systems; neural networks; evolutionary computation; evolving systems; machine learning; data mining; cognitive computing; intelligent robotics; hybrid methods; deep learning; applications of computational intelligence
(This special issue belongs to the Section Mathematics and Computer Science)
Applications of Fuzzy Optimization and Decision Making
edited by Maria Carmen Sánchez-Gil
submission deadline 28 Feb 2025 | 1 articles | Viewed by 1403 | Submission Open
Keywords: mathematical modeling; decision-making; fuzzy optimization; fuzzy computing; optimization applications; fuzzy sets; hybrid fuzzy optimization; fuzzy ranking
(This special issue belongs to the Section Fuzzy Sets, Systems and Decision Making)
Mathematical Modeling and Simulation of Oscillatory Phenomena, 2nd Edition submission deadline 28 Feb 2025 | 2 articles | Viewed by 1143 | Submission Open
Keywords: mathematical model; oscillation; dynamical system; delay
(This special issue belongs to the Section Dynamical Systems)
Mathematical Modeling for Parallel and Distributed Processing, 2nd Edition submission deadline 28 Feb 2025 | 2 articles | Viewed by 1057 | Submission Open
Keywords: algebraic digital techniques; distributed computing; parallel processing; algorithm design; mathematical modeling; optimization
(This special issue belongs to the Section Mathematics and Computer Science)
Metaheuristic Algorithms, 2nd Edition
edited by
submission deadline 28 Feb 2025 | 3 articles | Viewed by 1040 | Submission Open
Keywords: swarm intelligence; bio-inspired algorithms; evolutionary algorithms; neighborhood search algorithms; hybridized algorithms; metaheuristics applied to combinatorial problems; metaheuristics applied to continuous problems; empirical and theoretical research on metaheuristics; high-impact applications of metaheuristics
(This special issue belongs to the Section Mathematics and Computer Science)
Data-Driven Visual Analytics
edited by Mohamed A. Sharaf and
submission deadline 28 Feb 2025 | 1 articles | Viewed by 989 | Submission Open
Keywords: visual data exploration; data analytics; human-in-the-loop data processing; scalable and interactive visualization; visualization recommendation; visual representation and summarization; storytelling with data; explanations via visualization; guidelines for data-driven visual analytics; visualization for stakeholders; benchmarks for data visualization; case and user studies; systems and tools; mathematical optimization; data compression and summarization; dimensionality reduction; feature selection; scientific visualization; topological methods in data visualization; visualization tools for simulation and modeling
(This special issue belongs to the Section Mathematics and Computer Science)
Application of Mathematical Methods to Transportation: Modeling and Analysis
edited by and Qi Cao
submission deadline 28 Feb 2025 | 1 articles | Viewed by 966 | Submission Open
Keywords: transportation modeling and analysis; traffic flow prediction and control; vehicle routing; public transportation scheduling; multimodal transportation system simulation; passenger demand fluctuations; travel time variability; network resilience
(This special issue belongs to the Section Engineering Mathematics)
Deep Learning and Adaptive Control, 3rd Edition
edited by and
submission deadline 28 Feb 2025 | 2 articles | Viewed by 951 | Submission Open
Keywords: deep learning; CNN; RNN; transformer model; optimization of deep learning; applications of deep learning; reinforcement-learning-based control; applications of reinforcement learning; adaptive iterative learning control; modeling of adaptive systems; design of adaptive controllers; application of adaptive control
(This special issue belongs to the Section Mathematics and Computer Science)
Data-Driven Statistical Methods
edited by
submission deadline 28 Feb 2025 | 1 articles | Viewed by 947 | Submission Open
Keywords: machine learning; statistical methods; Bayesian inference; high-dimensional data analysis; data-driven
(This special issue belongs to the Section Probability and Statistics)
Mathematical Methods and Analysis in Risk and Financial Management
edited by Ali Hirsa
submission deadline 28 Feb 2025 | 1 articles | Viewed by 836 | Submission Open
(This special issue belongs to the Section Financial Mathematics)
Computational Mechanics and Finite Element Method: Theory and Applications submission deadline 28 Feb 2025 | 1 articles | Viewed by 778 | Submission Open
Keywords: numerical analysis; structural mechanics; structures dynamics; mechanics of materials; fluid mechanics; thermal sciences; computer-aided engineering; optimization; discretization; mesh generation
(This special issue belongs to the Section Computational and Applied Mathematics)
Advances in Computational Statistics, Design of Experiments, and Its Applications
edited by Stella Stylianou
submission deadline 28 Feb 2025 | 1 articles | Viewed by 758 | Submission Open
Keywords: experimental designs; statistical modelling; factorial designs; optimal designs; computational methods
(This special issue belongs to the Section Probability and Statistics)
Mathematical Modeling of Disease Dynamics
edited by Glenn Ledder
submission deadline 28 Feb 2025 | 1 articles | Viewed by 576 | Submission Open
Keywords: mathematical biology; epidemiology; immunology; immuno-epidemiology; dynamical systems
(This special issue belongs to the Section Mathematical Biology)
Advances in Mathematical Behavioural Finance and Decision Analysis submission deadline 28 Feb 2025 | 1 articles | Viewed by 556 | Submission Open
Keywords: financial risk management; mathematical and statistical finance modelling; decision-making; optimisation; financial applications; financial computation and modelling; functional data analysis; behavioural finance
(This special issue belongs to the Section Computational and Applied Mathematics)
Advances in Complex Analysis and Application
edited by Mihaela Vajiac
submission deadline 28 Feb 2025 | 1 articles | Viewed by 418 | Submission Open
Keywords: complex analysis; complex variables; complex functions; mathematical physics; harmonic analysis; potential theory; several complex variables; geometric function theory; complex dynamics; Riemann surfaces; complex plane; advanced calculus
(This special issue belongs to the Section Computational and Applied Mathematics)
New Advances in Bioinformatics and Mathematical Modelling submission deadline 28 Feb 2025 | Viewed by 400 | Submission Open
Keywords: bioinformatics (genome or protein) databases; molecular cell biology; cell simulation; and modeling; experimental design; clustering; classification; and association rules; interactive data exploration and discovery; search-based data analytics; big data analytics; machine learning; hidden Markov models; global optimization; dynamic programming; evolutionary computation; meta-heuristics algorithms
(This special issue belongs to the Section Mathematical Biology)
Data Modeling and Analysis in Epidemiology and Biostatistics
edited by , Ying C. MacNab and Helena Baptista
submission deadline 28 Feb 2025 | Viewed by 392 | Submission Open
Keywords: epidemiology; environmental statistics in public health; biostatistics; data analysis; public health modeling; infectious disease modeling; health data analytics; statistical methods in medicine and public health; computational epidemiology; genetic epidemiology; disease surveillance systems; chronic disease modeling
(This special issue belongs to the Section Computational and Applied Mathematics)
Numerical Simulation and Computational Fluid Dynamics
edited by and Carlos Ruiz Wills
submission deadline 28 Feb 2025 | Viewed by 301 | Submission Open
Keywords: biomechanics; medical devices; structural heart disease; mechano-regulation; blood flow simulation; computational fluid dynamic; verification and validation strategies
(This special issue belongs to the Section Engineering Mathematics)
Advances in Algorithm Design and Machine Learning
edited by Zhen Liu, Xiaodong Feng and Wenbo Xie
submission deadline 28 Feb 2025 | Viewed by 267 | Submission Open
Keywords: algorithm design; machine learning and deep learning; optimization techniques for machine learning; large-scale data processing; recommendation systems; complex systems and network analysis; deep neural networks; statistical learning; natural language processing
(This special issue belongs to the Section Mathematics and Computer Science)
Computer-Aided Intelligent Design and Graphics
edited by Jituo Li, Long Chen and Jin Wang
submission deadline 28 Feb 2025 | Viewed by 254 | Submission Open
Keywords: computer-aided design; computer graphics; intelligent design; sketch-based modeling; image-based modeling; points-based modeling
(This special issue belongs to the Section Computational and Applied Mathematics)
Advances in Biological Systems with Mathematics
edited by and Carlos Borau Zamora
submission deadline 28 Feb 2025 | Viewed by 205 | Submission Open
Keywords: computational biomechanics; cell mechanics; numerical modeling of medical devices; patient-specific-based numerical models; finite element method; diffusion models in the tissue engineering; constitutive models; numerical methods in the biomedical engineering; numerical algorithms and imaging techniques; machine learning techniques
(This special issue belongs to the Section Mathematical Biology)
Mathematical Applications in Mechanical and Civil Engineering submission deadline 28 Feb 2025 | Viewed by 191 | Submission Open
Keywords: optimization; computational and numerical methods; signal processing; machine learning; mathematical modeling; control; engineering problems; dimensional analysis
(This special issue belongs to the Section Engineering Mathematics)
Computing in Image Processing for Remote Sensing and Biomedical Applications submission deadline 28 Feb 2025 | Viewed by 176 | Submission Open
Keywords: image registration; image/video reconstruction; image/video compression; image analysis; image processing; image segmentation and classification; image/video super-resolution in remote sensing; computer vision; 3D visualization; machine/deep learning in remote sensing and medical imaging; parallel computing in imaging; computational models; medical imaging and data analysis
(This special issue belongs to the Section Mathematics and Computer Science)
Boundary Element Methods in Engineering
edited by Jianming Zhang, Fenglin Zhou and Baotao Chi
submission deadline 28 Feb 2025 | Viewed by 165 | Submission Open
Keywords: boundary element methods; finite element methods; finite volume methods; computer graphics; difference and differential equations; mathematics and computer science; computational and applied mathematics; structured and unstructured mesh generation; fundamental solution and related methods; collocation methods of the radial basis function; other mesh reduction and meshless methods; particle methods; other emerging and non-traditional numerical methods; advanced engineering analyses and applications
(This special issue belongs to the Section Engineering Mathematics)
Mathematical Computational Methods in Heat Transfer and Fluid Flow
edited by Whady F. Florez
submission deadline 28 Feb 2025 | Viewed by 155 | Submission Open
Keywords: mathematical computational methods; heat transfer; fluid flow; finite elements; meshless methods; aerospace engineering; energy systems; biomedical engineering; thermal management; cooling systems; heat exchangers; multiscale simulations
(This special issue belongs to the Section Engineering Mathematics)
Advances in Statistical Methods for Time Series Analysis
edited by Paolo Pagnottoni
submission deadline 28 Feb 2025 | Viewed by 133 | Submission Open
Keywords: statistics for time series analysis; mathematical methods for time series analysis; time series analysis in economics; finance; engineering; healthcare; and medicine; econometric methods for time series; time series forecasting; multivariate methods for economics and finance; risk management; machine learning methods for time series analysis and forecasting; artificial intelligence methods for time series analysis and forecasting; network and neural network models; alternative time series data analysis and forecasting; financial time series analysis and digital finance; cryptocurrency data analysis and forecasting; time series methods of climate change impacts on population; economics; and finance
(This special issue belongs to the Section Probability and Statistics)
Recent Advances in Statistical Machine Learning
edited by Michelle Xia
submission deadline 28 Feb 2025 | Viewed by 125 | Submission Open
Keywords: artificial intelligence; deep learning; ensemble methods; machine learning; neural networks; probabilistic modeling; reinforcement learning; semi-supervised learning; statistical learning; sparse learning; supervised learning; unsupervised learning
(This special issue belongs to the Section Probability and Statistics)
Exploring Statistical Learning: Inference, Optimization, and Real-World Applications
edited by Carmela Iorio
submission deadline 28 Feb 2025 | Viewed by 110 | Submission Open
Keywords: statistical learning; inference; optimization; real-world applications; data analysis; predictive modeling; machine learning; supervised learning; unsupervised learning; deep learning; computational statistics; model evaluation; decision-making; data-driven solutions
(This special issue belongs to the Section Probability and Statistics)
Advances in Proportional-Integral-Derivative-Based Control of Dynamic Systems: Theory and Applications submission deadline 28 Feb 2025 | Viewed by 99 | Submission Open
Keywords: proportional-integral-derivative (PID) control; automatic reset; hyper reset; constrained control; controller tuning; optimal control; time-delay control; discrete control implementation
Computational Models for Medical Images
edited by Jiling Feng
submission deadline 28 Feb 2025 | Viewed by 96 | Submission Open
Keywords: numerical models; computational models; computational fluid dynamics; finite element (FE) model; multiphysics and multiscale models; CFD and FSI models
(This special issue belongs to the Section Mathematics and Computer Science)
Soft Computing and Fuzzy Mathematics: New Advances and Applications
edited by Nebojša Ralević
submission deadline 28 Feb 2025 | Viewed by 72 | Submission Open
Keywords: fuzzy metric and topological spaces; fixed point theory; image analysis and digital and computational geometry and topology; fuzzy and crisp shape recognition and analysis; uncertainty in geometries
(This special issue belongs to the Section Fuzzy Sets, Systems and Decision Making)
AI Advances in Edge Computing
edited by Qun Wang
submission deadline 28 Feb 2025 | Viewed by 61 | Submission Open
Keywords: edge AI; GenAI security; sparsity pruning; network compression; convolutional neural networks; edge computing; large language models; mixed sparsity
(This special issue belongs to the Section Mathematics and Computer Science)
Physics Contributions to Mathematical Developments
edited by Daniel Benjamin Berdichevsky
submission deadline 28 Feb 2025 | Viewed by 60 | Submission Open
Keywords: dynamical systems; as observed in classical and quantum mechanics; thermodynamics and ergodic theory; non-linear differential solutions and their boundary conditions; geometrical; vector; and tensor invariants and others; probabilities and number theory applied to many body systems; continuous and noncontinuous multidimensional structures
(This special issue belongs to the Section Mathematical Physics)
Recent Advances in Time Series Analysis
edited by Alejandro Ramírez-Rojas and José Rubén Luevano Enríquez
submission deadline 28 Feb 2025 | Viewed by 36 | Submission Open
Keywords: complex time series; fractality/multifractality; visibility graph; natural time domain; non-extensivity; forecasting; newcasting; complexity measures; dynamical systems; chaos; point processes; Allan factor
Applications of Fuzzy Set Theory and Decision-Making in Business, Finance, and Engineering Using Empirical Mathematical Models
edited by Fernando Castello-Sirvent and
submission deadline 28 Feb 2025 | Viewed by 33 | Submission Open
Keywords: multi-criteria decision-making (MCDM); fuzzy analytic hierarchy process (fuzzy-AHP); fuzzy control; fuzzy neural systems; fuzzy optimization techniques; risk management in business and finance; fuzzy set qualitative comparative analysis (fsQCA); financial forecasting and market analyses; crisis management and business resilience; engineering project management; circular economy and supply chain management
(This special issue belongs to the Section Fuzzy Sets, Systems and Decision Making)
Applications of Cryptography Theory in Network Security submission deadline 28 Feb 2025 | Viewed by 31 | Submission Open
Keywords: cryptographic secure protocols; quantum resistant cryptographic techniques; crypto-agility in network security; communication technology and protocol security; authentication protocols; key distribution and management; real-time cryptography applications; cryptography and cybersecurity; industrial network security; security and privacy for cloud and edge computing; machine learning and deep learning application to cybersecurity
(This special issue belongs to the Section Network Science)
Stochastic System Analysis and Control
edited by Tianliang Zhang, Xiangyun Lin and Xiushan Jiang
submission deadline 28 Feb 2025 | Viewed by 30 | Submission Open
Keywords: stochastic modeling; noise analysis; stochastic processes; control strategies; optimization; system analysis; engineering applications; statistical methods; stochastic reinforcement learning; stochastic partial differential equations; practical implementations
(This special issue belongs to the Section Engineering Mathematics)
Intelligent Computing and Mathematical Physics: Robots, Security Games, Quantum Algorithms and Symbolic Computing
edited by Runfa Zhang and
submission deadline 28 Feb 2025 | Viewed by 30 | Submission Open
Keywords: symbol calculation; neural network model; intelligent computing; partial differential equation; mathematical physics; robotics; dynamics; control; numercial simulation; artificial intelligence; transition of turbulence; security game; bi/tri-level programming; facility location; emergency management; meta-heuristic algorithm; quantum algorithm; quantum error correction; quantum machine learning
(This special issue belongs to the Section Mathematics and Computer Science)
Advanced Finite Elements: Theory, and Applications in Solid Mechanics and Structures
edited by Yan Shang
submission deadline 28 Feb 2025 | Viewed by 29 | Submission Open
Keywords: nonlinear finite element; smoothed finite element; hybrid/mixed finite element; unsymmetric finite element; non-conforming finite element; extended finite element; h-/p- finite element; discontinuous Galerkin finite element; FEM in multi-physical and multi-scale analysis; FEM in aerospace/marine/civil/geological/biological engineering
(This special issue belongs to the Section Engineering Mathematics)
Advances in Mathematical Analytics and Operations Research
edited by
submission deadline 28 Feb 2025 | Viewed by 24 | Submission Open
Keywords: mathematical analytics; operations research; optimization techniques; supply chain optimization; decision analysis; numerical methods; algorithm development; process optimization
(This special issue belongs to the Section Financial Mathematics)
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