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 Methods and Applications with Deep Learning in Object Recognition submission deadline 28 Feb 2025 | 6 articles | Viewed by 12033 | Submission Open
Keywords: object detection and classification; multi-object tracking; deep-learning architectures; model training and evaluation; loss functions in learning; evaluation metrics and datasets; class imbalance; applications of object detection and object tracking; aerial object identification; transformers for object detection; edge ai for object detection; multi-modal object detection
(This special issue belongs to the Section Mathematics and Computer Science)
Deep Learning for Natural Language Processing: Advances and Challenges
edited by , Alexander Gelbukh and
submission deadline 28 Feb 2025 | 3 articles | Viewed by 11111 | Submission Open
Keywords: DL-based techniques and tools for NLP; embeddings and language models; domain-specific resources; low-resource languages; transfer learning; early stopping and prevention of overfitting; reasoning with large contexts and multiple documents; graph-based DL; zero-shot and few-shot learning
(This special issue belongs to the Section Mathematics and Computer Science)
Recent Research on Fractional Calculus: Theory and Applications submission deadline 28 Feb 2025 | 8 articles | Viewed by 7325 | Submission Open
Keywords: fractional operators; differintegral operators; memory-dependent phenomena; optimal control; mathematical modeling; bio-mathematics
(This special issue belongs to the Section Difference and Differential Equations)
New Trends in Algebraic Geometry and Its Applications, 2nd Edition
edited by
submission deadline 28 Feb 2025 | 3 articles | Viewed by 6321 | Submission Open
Keywords: algebraic geometry; computer science; symbolic computation; geometric computation; geometry; algebra
(This special issue belongs to the Section Algebra, Geometry and Topology)
Mathematical Applications of Complex Evidence Theory in Engineering
edited by
submission deadline 28 Feb 2025 | 3 articles | Viewed by 6201 | Submission Open
Keywords: uncertain information modeling and decision making; multisource information fusion; intelligent information processing; complex evidence theory for medical diagnosis; complex evidence theory for quantum decision; complex evidence theory for multicriteria decision-making; complex evidence theory for fault diagnosis; complex evidence theory for pattern classification
(This special issue belongs to the Section Fuzzy Sets, Systems and Decision Making)
Applied Mathematics in Supply Chain and Logistics
edited by
submission deadline 28 Feb 2025 | 8 articles | Viewed by 5850 | Submission Open
(This special issue belongs to the Section Financial Mathematics)
Recent Advances in Numerical Methods for Scientific and Engineering Applications, 2nd Edition
edited by and
submission deadline 28 Feb 2025 | 5 articles | Viewed by 5785 | Submission Open
Keywords: advanced numerical methods; large-scale simulation; dynamic problem; wave propagation; fracture mechanics analysis; thin-wall structures
(This special issue belongs to the Section Engineering Mathematics)
Advanced Computational Biology and Bioinformatics submission deadline 28 Feb 2025 | 4 articles | Viewed by 5744 | Submission Open
Keywords: computational biology; bioinformatics; statistical genomics; omics data analysis; mathematical modeling; machine learning; health data science; biostatistics; applied mathematics
(This special issue belongs to the Section Mathematical Biology)
Mathematical Applications in Industrial Engineering submission deadline 28 Feb 2025 | 4 articles | Viewed by 4802 | Submission Open
(This special issue belongs to the Section Engineering Mathematics)
Analytical Methods in Wave Scattering and Diffraction, 2nd Edition submission deadline 28 Feb 2025 | 3 articles | Viewed by 4594 | Submission Open
Keywords: waves; scattering; diffraction; radiation; integral equation techniques; asymptotic analysis; metamaterials and periodic structures; electromagnetics; photonics; acoustic waves; elastic waves
(This special issue belongs to the Section Computational and Applied Mathematics)
Non-algorithmic Mathematical Models of Biological Organization
edited by
submission deadline 28 Feb 2025 | 1 articles | Viewed by 4462 | 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 4454 | 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 4003 | 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 | 4 articles | Viewed by 3588 | 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 2796 | Submission Open
Keywords: stability; convergence issues; analytical solutions; coefficient matrices; computational and algorithmic methods
(This special issue belongs to the Section Financial Mathematics)
Applications of Partial Differential Equations, 2nd Edition submission deadline 28 Feb 2025 | 4 articles | Viewed by 2565 | 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)
Mathematical Modelling and Numerical Analysis in Electrical Engineering, 2nd Edition submission deadline 28 Feb 2025 | 3 articles | Viewed by 2297 | 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)
Applied Computing and Artificial Intelligence, 2nd Edition submission deadline 28 Feb 2025 | 2 articles | Viewed by 2190 | 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)
Advances in Mathematical Biology and Applications
edited by Necibe Tuncer
submission deadline 28 Feb 2025 | 3 articles | Viewed by 2186 | 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)
Differential Games and Its Applications, 2nd Edition submission deadline 28 Feb 2025 | 2 articles | Viewed by 2048 | Submission Open
Keywords: differential games; pursuit– evasion games; dynamic games; Hamilton– Jacobi equations; numerical methods
(This special issue belongs to the Section Computational and Applied Mathematics)
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 1847 | 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)
Application of Mathematical Methods to Transportation: Modeling and Analysis
edited by and Qi Cao
submission deadline 28 Feb 2025 | 3 articles | Viewed by 1805 | 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)
Metaheuristic Algorithms, 2nd Edition
edited by
submission deadline 28 Feb 2025 | 3 articles | Viewed by 1737 | 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)
Applications of Fuzzy Optimization and Decision Making
edited by Maria Carmen Sánchez-Gil
submission deadline 28 Feb 2025 | 1 articles | Viewed by 1492 | 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)
Deep Learning and Adaptive Control, 3rd Edition
edited by and
submission deadline 28 Feb 2025 | 3 articles | Viewed by 1376 | 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)
Mathematical Modeling and Simulation of Oscillatory Phenomena, 2nd Edition submission deadline 28 Feb 2025 | 2 articles | Viewed by 1280 | 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 1250 | 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)
Data-Driven Visual Analytics
edited by Mohamed A. Sharaf and
submission deadline 28 Feb 2025 | 1 articles | Viewed by 1066 | 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)
Data-Driven Statistical Methods
edited by
submission deadline 28 Feb 2025 | 1 articles | Viewed by 1009 | 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 921 | 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 835 | 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 804 | Submission Open
Keywords: experimental designs; statistical modelling; factorial designs; optimal designs; computational methods
(This special issue belongs to the Section Probability and Statistics)
Statistical Research on Missing Data and Applications
edited by Soeun Kim
submission deadline 28 Feb 2025 | 1 articles | Viewed by 719 | Submission Open
(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 669 | 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 656 | 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)
Combinatorial Optimization for Constructing Covering Arrays and Sequence Covering Arrays
edited by Jose Torres-Jimenez
submission deadline 28 Feb 2025 | 1 articles | Viewed by 632 | Submission Open
Keywords: combinatorial optimization; covering array; optimization problems; constructing covering arrays; sequence covering arrays
(This special issue belongs to the Section Mathematics and Computer Science)
Advances in Complex Analysis and Application
edited by Mihaela Vajiac
submission deadline 28 Feb 2025 | 1 articles | Viewed by 510 | 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)
Data Modeling and Analysis in Epidemiology and Biostatistics
edited by , Ying C. MacNab and Helena Baptista
submission deadline 28 Feb 2025 | Viewed by 432 | 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)
New Advances in Bioinformatics and Mathematical Modelling submission deadline 28 Feb 2025 | Viewed by 414 | 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)
Soft Computing and Fuzzy Mathematics: New Advances and Applications
edited by Nebojša Ralević
submission deadline 28 Feb 2025 | 1 articles | Viewed by 399 | 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)
Numerical Simulation and Computational Fluid Dynamics
edited by and Carlos Ruiz Wills
submission deadline 28 Feb 2025 | Viewed by 308 | 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 286 | 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 276 | 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 221 | 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 218 | 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)
Functional Analysis, Topology and Quantum Mechanics, 3rd Edition
edited by , Rafael de la Rosa Silva and
submission deadline 28 Feb 2025 | Viewed by 199 | Submission Open
Keywords: banach spaces and algebras; Hilbert spaces; Selfadjoint operator; convexity and smoothness; algebras of continuous functions; measure spaces; non-associative algebras; Lie algebras; effect algebras; series and summability; poisson algebras; partial differential equations; quantum systems; probability density operator; unbounded observables
(This special issue belongs to the Section Mathematical Physics)
Computing in Image Processing for Remote Sensing and Biomedical Applications submission deadline 28 Feb 2025 | Viewed by 193 | 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 176 | 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)
Advances in Numerical Mathematics for High-Performance Computing in the Exascale Era
edited by Luisa Carracciuolo, and
submission deadline 28 Feb 2025 | Viewed by 172 | Submission Open
Keywords: mathematical models (particle-based versus continuum representations; scale-bridging models; etc.); discretization algorithms (high-order discretizations; parallel-in-time discretizations; etc.); solution algorithms (communication avoiding algorithms; multiple-precision algorithms; resilient algorithms; etc.); error analysis and uncertainty quantification; efficient and effective parallel numerical software for many cores and heterogeneous computing systems
(This special issue belongs to the Section Computational and Applied Mathematics)
Mathematical Computational Methods in Heat Transfer and Fluid Flow
edited by Whady F. Florez
submission deadline 28 Feb 2025 | Viewed by 168 | 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)
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