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 policies 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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Machine Learning in Bioinformatics and Biostatistics submission deadline 21 Apr 2025 | 3 articles | Viewed by 8053
Keywords: mathematical algorithms; biomedical data; medical images; artificial intelligence methods; machine learning; deep learning; bioinformatics; biostatistics
(This special issue belongs to the Section E3: Mathematical Biology)
Mathematical Modeling and Applying Recent Signal Processing Methodologies
edited by
submission deadline 21 Apr 2025 | 1 articles | Viewed by 1029
Keywords: mathematical modeling; signal processing; data-driven method; optimization technology; artificial intelligence; application scenarios; algorithm innovation
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Stochastic Processes and Queuing Models in Operations Research, Logistics, and Inventory
edited by
submission deadline 28 Apr 2025 | Viewed by 413 | Submission Open
Keywords: inventory; logistics; applied probability; stochastic processes; queueing systems
(This special issue belongs to the Section E2: Control Theory and Mechanics)
New Trends in Computational Methods and Stochastic Modelling in Scientific Machine Learning
edited by Xiang Zhou
submission deadline 29 Apr 2025 | Viewed by 418 | Submission Open
Keywords: stochastic continuous models; Monte Carlo method; scientific machine learning; deep learning
Current Developments in Theoretical and Applied Statistics submission deadline 30 Apr 2025 | 14 articles | Viewed by 31901 | Submission Open
Keywords: applied probability; applied statistics; basic and advanced statistics; bayesian methods; change-point analysis; clustering; computer simulation; data analysis; data warehousing and mining; decision support systems; decision theory; machine learning; mathematical programming; neural networks; nonparametric statistics; parametric and semi-parametric statistics; quality control; queuing theory; regression models; statistical tests; support vector machines; theoretical statistics
(This special issue belongs to the Section D1: Probability and Statistics)
Computational and Mathematical Methods in Information Science and Engineering, 2nd Edition submission deadline 30 Apr 2025 | 10 articles | Viewed by 17435 | Submission Open
Keywords: computational intelligence; mathematical modeling; data mining; text/document analysis; optimization; big data analysis; deep learning; complex networks; software defects detection; e-commerce; social network; information systems; recommendation systems; intelligent logistics; intelligent energy management; intelligent education; intelligent tourism
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Optimization and Simulation in Mechanical Engineering and Computer Aided Design submission deadline 30 Apr 2025 | 5 articles | Viewed by 14414 | Submission Open
Keywords: topology optimization; simulation and optimization; applied mathematics; parametric modelling; complex curves and surfaces; mechanical engineering processes; computer aided design and applications; artificial intelligence algorithms
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Computational Methods and Applications for Numerical Analysis, 2nd Edition
edited by and
submission deadline 30 Apr 2025 | 13 articles | Viewed by 12705 | Submission Open
(This special issue belongs to the Section E: Applied Mathematics)
Quantum Cryptography and Applications submission deadline 30 Apr 2025 | 9 articles | Viewed by 12125 | 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 E1: Mathematics and Computer Science)
Advances in Study of Time-Delay Systems and Their Applications, 2nd Edition
edited by
submission deadline 30 Apr 2025 | 7 articles | Viewed by 9914 | Submission Open
Keywords: time-invariant and time-variant delayed systems; delay-varying models and their stability; linear and nonlinear delayed systems; dynamics and stability of systems with retarded and neutral delays; delayed systems described by algebraic-differential equations; exponential; asymptotic; strong; BIBO; H2; H∞ stability of time-delay systems; Hopf; fold; and pitchfork bifurcation; stability switching; and eigenvalue analysis; delay-dependent and delay-independent stability; finite dimension approximations; filtering and estimation of time-delay systems; switched systems with time delay and event-triggered control; Krasovskii-type and Lyapunov– Razumikhin-type stability and control approaches; new results in controllability and observability of time-delay systems; robust; algebraic; and adaptive control methods and their applications
(This special issue belongs to the Section C2: Dynamical Systems)
Advances in Data Analytics for Manufacturing Quality Assurance
edited by , and
submission deadline 30 Apr 2025 | 5 articles | Viewed by 9403 | Submission Open
Keywords: process monitoring/prognosis; anomaly/defect detection; uncertainty quantification; system/process optimization; reliability analysis; statistics; machine learning/deep learning; data fusion; measurements; quality evaluation
(This special issue belongs to the Section D1: Probability and Statistics)
Graph Theory and Network Theory submission deadline 30 Apr 2025 | 5 articles | Viewed by 7698 | Submission Open
Keywords: network optimization; network reliability; binary state flow networks; multistate flow networks; exact and approximation approaches; and algorithms.
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advances in Statistical Methods with Applications
edited by Mohamed T. Madi and Mohammad Z. Raqab
submission deadline 30 Apr 2025 | 5 articles | Viewed by 5602 | Submission Open
Keywords: big data and analysis; machine learning; mathematical modelling; stochastic modeling; Monte Carlo simulations; measures of divergence and entropy; optimization models; Bayesian analysis; biostatistical applications; entropy and information measures
(This special issue belongs to the Section D1: Probability and Statistics)
Research on Dynamical Systems and Differential Equations
edited by Ahmadjan Muhammadhaji and Maimaiti Yimamu
submission deadline 30 Apr 2025 | 5 articles | Viewed by 5216 | Submission Open
Keywords: differential equations; deterministic and stochastic differential equations; dynamical systems; modeling and dynamics in population dynamical systems; complex networks; neural networks; epidemic models
(This special issue belongs to the Section C1: Difference and Differential Equations)
Financial Mathematics, 3rd Edition
edited by
submission deadline 30 Apr 2025 | 2 articles | Viewed by 4612 | Submission Open
Keywords: financial mathematics; bonds and interest rates dynamics; asset allocation and portfolio theory; derivatives and option pricing; credit and sovereign risks; socially responsible investments; performance evaluation of mutual funds; data envelopment analysis; machine learning algorithms; neural networks
(This special issue belongs to the Section E5: Financial Mathematics)
Mathematical Modeling and Simulation in Automatic Control submission deadline 30 Apr 2025 | 2 articles | Viewed by 4012 | Submission Open
Keywords: linear control; nonlinear control; fault diagnosis and tolerant control; control in power electronics; control in electromechanical and mechatronics systems; process control; embedded systems in control; modeling and simulation of mechanical structures; neural networks and artificial intelligence; fractional order modeling and control
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Finite-Time/Fixed-Time Stability and Control of Dynamical Systems
edited by and
submission deadline 30 Apr 2025 | 5 articles | Viewed by 3863 | Submission Open
Keywords: finite-time stability; fixed-time stability; finite-time synchronization; fixed-time synchronization; neural networks; complex networks; multi-agent systems; time-delay systems; control theory; control engineering
(This special issue belongs to the Section C2: Dynamical Systems)
Mathematics, Computer Programming, and Artificial Intelligence in 2D and 3D Software submission deadline 30 Apr 2025 | 1 articles | Viewed by 3347 | Submission Open
Keywords: mathematics; programming; artificial intelligence; coding; industry 5.0; 2D and 3D software; open-source; digital; addons
(This special issue belongs to the Section E1: Mathematics and Computer Science)
New Insights in Machine Learning (ML) and Deep Neural Networks
edited by Yanming Guo, Yu Liu, Tianyuan Yu and Mingrui Lao
submission deadline 30 Apr 2025 | 2 articles | Viewed by 3022 | Submission Open
Keywords: machine learning; multi-modal models; embodied intelligence; artificial intelligence; deep neural networks (DNNs)
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Computational Mechanics and Dynamics: Latest Advances and Prospects submission deadline 30 Apr 2025 | 1 articles | Viewed by 2998 | Submission Open
Keywords: computational mechanics; computational dynamics; finite element analysis; multi-body dynamics; computational fluid dynamics; computational solid mechanics; nonlinear dynamics; numerical algorithms; simulation techniques; emerging trends
(This special issue belongs to the Section E: Applied Mathematics)
Application of Neural Networks and Deep Learning
edited by Yundi Chu and
submission deadline 30 Apr 2025 | 3 articles | Viewed by 2542 | Submission Open
Keywords: fuzzy neural network control; intelligent control; reinforcement learning; deep learning
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Computational Intelligence in Communication Networks
edited by Georgi Iliev
submission deadline 30 Apr 2025 | 2 articles | Viewed by 2321 | Submission Open
Keywords: intelligent algorithms for data collection and processing; intelligent methods for data analytics and security; intelligent algorithms for physical layer security; intelligent information transmission techniques; ML and AI for network monitoring and control; intelligent network protocols
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advances in Image-Based Decision Support Systems for Personalized Healthcare and Computational Biology submission deadline 30 Apr 2025 | 1 articles | Viewed by 1707 | Submission Open
Keywords: biomedical imaging; radiology and optical imaging; multimodal imaging; multi-omics data fusion; tomographic reconstruction; image analysis for personalised medicine; image analysis for computer aided diagnosis; image segmentation; image registration; image reconstruction and super-resolution; image retrieval; machine learning; foundation modelling; model uncertainty and interpretability
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Artificial Intelligence: Deep Learning and Computer Vision submission deadline 30 Apr 2025 | 3 articles | Viewed by 1681 | Submission Open
Keywords: artificial intelligence; deep learning; computer vision; image classification; image segmentation; image restoration; robot or vehicle autonomous navigation; image-based deep reinforcement learning; generative deep models; computational methods for computer vision; intelligent systems; optimization algorithms for computer vision
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Coding Theory and the Impact of AI
edited by Yansheng Wu and Shangdong Yang
submission deadline 30 Apr 2025 | 1 articles | Viewed by 1389 | Submission Open
Keywords: coding theory; sequences; artificial intelligence; machine learning; cryptography; information security; data transmission
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Intelligent Computing with Applications in Computer Vision
edited by , and Fangyuan Li
submission deadline 30 Apr 2025 | 1 articles | Viewed by 1343 | Submission Open
Keywords: image processing; computer vision; neural networks; machine learning; deep learning; artificial intelligence; computational intelligence
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematical Optimization in Machine Learning, Computer Vision, and Data Mining, 2nd Edition
edited by
submission deadline 30 Apr 2025 | 1 articles | Viewed by 1216 | Submission Open
Keywords: mathematical optimization; machine learning; computer vision; image restoration; image enhancement; pattern recognition; data mining; convergence rate; theoretical bounds; time complexity; execution time; memory consumption; algorithm performance; domain-specific problems
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Stochastic Control and Optimal Stopping with Applications in Economics and Finance
edited by
submission deadline 30 Apr 2025 | 1 articles | Viewed by 1065 | Submission Open
Keywords: stochastic control; optimal stopping times; funding for high-tech startups; venture capital; financial contracting; asset pricing; real options; corporate finance; machine learning for finance; mathematical finance; finance theory
(This special issue belongs to the Section E5: Financial Mathematics)
Mathematical Optimization in Transportation Engineering: 2nd Edition
edited by Qun Chen, Haibo Chen and Lianbo Deng
submission deadline 30 Apr 2025 | 2 articles | Viewed by 973 | Submission Open
Keywords: transportation; planning; design; operation; transportation facilities; optimization; roads; railway; network; bus; intersection; signal control; station; parking facilities; travel behavior modeling; traffic demand analysis; passenger flow organization; traffic flow; intelligent transportation; autonomous driving; vehicle networking; shared transportation; mobility as a service; multimodal transport; logistics; planning; scheduling; path planning; facility allocation; navigation; aviation
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Artificial Intelligence and Optimization in Engineering Applications
edited by , Xiaolu Liu, Lining Xing and
submission deadline 30 Apr 2025 | 1 articles | Viewed by 957 | Submission Open
Keywords: artificial intelligence; engineering applications; optimization techniques; manufacturing; energy management; transportation; supply chain management; space research; real-time decision making; data processing; automated systems
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Chaos Theory and Complexity
edited by Efthymia Meletlidou
submission deadline 30 Apr 2025 | 1 articles | Viewed by 909 | Submission Open
Keywords: chaos; dynamical system; complexity; nonlinear dynamics
(This special issue belongs to the Section E4: Mathematical Physics)
Artificial Intelligence and Artificial Neural Networks
edited by and Dobrojevic Milos
submission deadline 30 Apr 2025 | 1 articles | Viewed by 897 | Submission Open
Keywords: artificial intelligence; neural networks; deep learning; predictive modeling; transformers; machine learning; metaheuristic optimization; hyperparameter tuning
(This special issue belongs to the Section E: Applied Mathematics)
Big Data Analytics for Social Good
edited by Jiaxing Shen, Yu-An Huang and Yunfei Long
submission deadline 30 Apr 2025 | Viewed by 680 | Submission Open
Keywords: big data; social good; IoT; NLP; bioinformatics; public health; smart cities; environmental sustainability; education; community resilience
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Current Progress in Biostatistics and Its Applications in Public Health submission deadline 30 Apr 2025 | Viewed by 614 | Submission Open
Keywords: biostatistical methods; epidemiological applications; evidence-based public health research and evaluation; computational biostatistics; big-data analytics; machine learning methods; health data harmonization and Bayesian methods; randomized clinical trials; health intervention studies; precision health
(This special issue belongs to the Section D1: Probability and Statistics)
Condensed Matter Physics and Statistical Mechanics in Applied Mathematics
edited by Jonas R.F. Lima
submission deadline 30 Apr 2025 | Viewed by 525 | Submission Open
Keywords: disorder; phase transitions; transport properties; topology; magnetism; nonequilibrium statistics; many-body physics
(This special issue belongs to the Section E4: Mathematical Physics)
Fuzzy Sets and Fuzzy Algebras
edited by Jean Bernard Nganou
submission deadline 30 Apr 2025 | 1 articles | Viewed by 443 | Submission Open
Keywords: Boolean algebras; MV-algebras; BL-algebras; MTL-algebras; Gö del algebras; residuated lattices; circuit switching
(This special issue belongs to the Section A: Algebra and Logic)
Theoretical Modeling and Computational Aspects on Sustainability: Financial and Socio-Economic Implications
edited by and Pesenti Raffaele
submission deadline 30 Apr 2025 | Viewed by 436 | Submission Open
Keywords: sustainability; risk management; optimization; complex systems modeling
Synergies Between Artificial Intelligence and Pure Mathematics
edited by Francesco Giannini and Stefano Fioravanti
submission deadline 30 Apr 2025 | Viewed by 424 | Submission Open
Keywords: AI for Mathematics; theorem proving; neural conjecturing; human in the loop; AI for algebra; geometry; and topology; category theory and learning processes; mathematical foundations in AI; logic programming
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematical Programming and Optimization Algorithms submission deadline 30 Apr 2025 | Viewed by 411 | Submission Open
Keywords: applied mathematics; mathematical optimization; integer programming; branch and bound; applications of operations research; multi-criteria methods; stochastic programming; approximation algorithms
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Analysis and Control of Dynamical Systems, 2nd Edition submission deadline 30 Apr 2025 | 1 articles | Viewed by 312 | Submission Open
Keywords: stability analysis; control design; intelligent control; networked control; fuzzy control; robust control; security control; dynamical systems; nonlinear systems; hybrid systems; networked control systems
(This special issue belongs to the Section C2: Dynamical Systems)
Recent Research in Functional Analysis and Complex Analysis
edited by Sudan Xing
submission deadline 30 Apr 2025 | Viewed by 218 | Submission Open
Keywords: functional analysis; complex analysis; Banach spaces; Hilbert spaces; analytic functions
(This special issue belongs to the Section E6: Functional Interpolation)
Mathematical Problems in Biomechanics and Medicine
edited by Haopeng Song
submission deadline 30 Apr 2025 | Viewed by 196 | Submission Open
Keywords: the mechanical properties of biological tissues; coupling models of cellular electrical and mechanical properties; the mechanisms and quantitative models of pain; linear regression models for disease evolution; survival analysis models; statistical evaluations of drugs or treatment methods; correlations and regression analyses of high-risk factors; mathematical methods in bioinformatics; mathematical methods in medical image processing; pharmacokinetic models; mathematical methods in drug clinical trial design and analysis; personalized treatment methods
(This special issue belongs to the Section E3: Mathematical Biology)
Optimal Control with Applications and Generalized Derivatives
edited by Nick Wintz
submission deadline 30 Apr 2025 | Viewed by 181 | Submission Open
Keywords: optimal control; optimal estimation; state feedback; generalized derivatives; numerical methods; dynamic equations on time scales; fractional derivatives
(This special issue belongs to the Section C1: Difference and Differential Equations)
Significant Applications in Economics, Business, Management and Industrial Statistics submission deadline 1 May 2025 | 4 articles | Viewed by 4386 | Submission Open
Keywords: supply chain; logistics; Bayesian estimation; machine learning; reliability analysis; quality control; preventive maintenance; nowcasting; dynamic factor models
(This special issue belongs to the Section D1: Probability and Statistics)
Advanced Research in Numerical Analysis of Partial Differential Equations
edited by Zhen Chao and Xiang-Sheng Wang
submission deadline 1 May 2025 | 4 articles | Viewed by 4364 | Submission Open
Keywords: finite element method; boundary element method; finite difference method; parallel computing techniques; spectral method; inverse problem; numerical optimization; computational fluid dynamics; multiscale methods; fractional differential equations
(This special issue belongs to the Section E: Applied Mathematics)
Advances in Mathematics: Equations, Algebra, and Discrete Mathematics
edited by
submission deadline 1 May 2025 | 3 articles | Viewed by 4267 | Submission Open
Keywords: primes; conjecture; analytic number theory; discrete mathematics; Diophantine equations; finite fields; approximation of constants; continued fractions; Ramanujan theories; algebraic equations; additive number theory; algebraic combinatorics; algebraic topology
(This special issue belongs to the Section C1: Difference and Differential Equations)
Artificial Intelligence Security and Machine Learning
edited by Xuemei Xu
submission deadline 1 May 2025 | 1 articles | Viewed by 1473 | Submission Open
Keywords: artificial intelligence; machine learning; AI security; cryptography; adversarial machine learning; network security; fuzzy logic; risk analysis; bio-inspired algorithms; chaos theory
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Theoretical and Computational Fluid Mechanics and Heat Transfer
edited by Pedro Vayssiere Brandão
submission deadline 1 May 2025 | Viewed by 207 | Submission Open
Keywords: computational fluid mechanics; computational heat transfer; numerical analysis
(This special issue belongs to the Section C1: Difference and Differential Equations)
Mathematical Methods and Applications in Signal Analysis, Machine Learning, and Artificial Intelligence
edited by Ikhlas M. Abdel-Qader
submission deadline 7 May 2025 | Viewed by 384 | Submission Open
Keywords: mathematical methods; signal analysis; machine learning; artificial intelligence; time-frequency analysis; deep learning; image processing; feature extraction; pattern recognition; quantum signal processing
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematical Modeling and Analysis in Pattern Recognition and Computer Vision submission deadline 8 May 2025 | Viewed by 333 | Submission Open
Keywords: mathematical modeling; pattern recognition; machine learning; feature extraction; graphical models; computer vision; image processing; object detection; image segmentation
(This special issue belongs to the Section E1: Mathematics and Computer Science)
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