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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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Mathematics Applications of Artificial Intelligence and Computer Vision
edited by Dimitrios Tsourounis
submission deadline 30 Apr 2027 | 2 articles | Viewed by 9302 | Submission Open
Keywords: computer vision; artificial intelligence; mathematical modeling; image processing; deep learning; pattern recognition; geometric methods; knowledge distillation; optimization techniques; computational intelligence
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Modeling and Data Analysis of Complex Networks
edited by Hongbin Pei
submission deadline 30 Apr 2027 | 5 articles | Viewed by 8611 | Submission Open
Keywords: complex networks; graph machine learning; graph neural networks; graph representation learning; graph mining; geometric deep learning; social networks; network science; network structure; network dynamics; graph-structured data; deep learning; machine learning; graph data mining; data-driven complex system modeling
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advanced Research on Information System Security and Privacy, 2nd Edition
edited by Zhaoquan Gu and
submission deadline 30 Apr 2027 | 5 articles | Viewed by 8351 | Submission Open
Keywords: information systems security; privacy-preserving technologies for information systems; secure communication for information systems; cryptography and security; situational 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 E: Applied Mathematics)
New Advances in Control Theory and Its Applications
edited by Cong Wang
submission deadline 30 Apr 2027 | 2 articles | Viewed by 6160 | Submission Open
Keywords: intelligent control; control algorithm; dynamic system; optimal control
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Securing the Future: Computational Innovations in IoT Network Resilience and Security
edited by Hu Yuan and
submission deadline 30 Apr 2027 | 2 articles | Viewed by 6012 | Submission Open
Keywords: IoT network; communication and networking; secure computing; cyber-physical systems; cyber security; privacy and security
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Applications of Intelligent Game and Reinforcement Learning
edited by
submission deadline 30 Apr 2027 | 4 articles | Viewed by 5901 | Submission Open
Keywords: intelligent game theory; multi-agent reinforcement learning; decision-making systems; human–AI collaboration; large language models; behavioral simulation; Nash equilibrium; deep reinforcement learning; multi-agent systems; human–computer interaction
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Modeling, Control, and Optimization for Transportation Systems submission deadline 30 Apr 2027 | 4 articles | Viewed by 5290 | Submission Open
Keywords: traffic flow modeling; vehicle dynamics modeling; car-following models; multi-modal transportation modeling; route choice behavior; microsimulation; simulation-based optimization; demand forecasting; adaptive traffic control systems; autonomous vehicle control; cooperative control systems; vehicle-to-infrastructure (V2I) communication; control theory in transportation; optimal routing; energy-efficient routing; parking management optimization; traffic assignment problem
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Portfolio Optimization and Risk Management In Financial Markets 
edited by , , Kuangxi Su and
submission deadline 30 Apr 2027 | 5 articles | Viewed by 4905 | Submission Open
Keywords: portfolio optimization; risk management; AI in finance; reinforcement learning and robust optimization; market sentiment modeling; automated trading systems; high-frequency finance; ESG and sustainable investing; financial uncertainty modeling; crypto assets and digital finance
(This special issue belongs to the Section E5: Financial Mathematics)
Statistical Analysis and Modeling in Medical Research
edited by Xingwu Zhou
submission deadline 30 Apr 2027 | 2 articles | Viewed by 4403 | Submission Open
Keywords: statistical analysis in medical research; mathematical modeling in medicine; biostatistics; computational medicine; medical data analytics
(This special issue belongs to the Section E: Applied Mathematics)
Modeling and Simulation in Engineering, 4th Edition submission deadline 30 Apr 2027 | 5 articles | Viewed by 4237 | Submission Open
Keywords: simulation software; numerical solutions of multi-physics problems; advanced designing methods; models and analysis of electromagnetic devices; design of experiments and measurement techniques
(This special issue belongs to the Section E: Applied Mathematics)
Advances in Mathematics for Quantum Mechanics
edited by
submission deadline 30 Apr 2027 | 3 articles | Viewed by 3997 | Submission Open
Keywords: mathematical foundations of quantum information and computation; operator algebras and spectral theory in quantum systems; stochastic methods and open quantum systems; foundations of quantum mechanics; new advances in quantum mechanics; formal developments in quantum mechanics; philosophical developments in quantum mechanics
(This special issue belongs to the Section E4: Mathematical Physics)
Advances in Numerical Computation and Mathematical Modelling for Mechanics and Dynamics in Geotechnical Engineering
edited by Jiadong Qiu, and He Liu
submission deadline 30 Apr 2027 | 6 articles | Viewed by 3627 | Submission Open
Keywords: dynamic/static responses of rock-soil system; dynamic and static constitutive models; advanced numerical methods for dynamic and static analyses; nonlinear dynamics; multi-physical field numerical simulation; AI-driven rock dynamic/ static analysis; structural stability analysis; development and improvement of FEM/DEM
(This special issue belongs to the Section C2: Dynamical Systems)
Physics-Informed Machine Learning: Methodologies and Applications
edited by Kuangdai Leng and Lu Lu
submission deadline 30 Apr 2027 | 1 articles | Viewed by 3513 | Submission Open
Keywords: physics-informed machine learning; neural networks; partial differential equations; scientific computing; operator learning; physics-based modeling; inverse problems; computational science; uncertainty quantification; data-driven simulations
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Parametric and Nonparametric Statistics: From Theory to Applications, 2nd Edition submission deadline 30 Apr 2027 | 4 articles | Viewed by 3476 | Submission Open
Keywords: empirical processes; high-dimensional data; data-mining; extremes; records; time series; regression; econometrics; signal processing; parametric methods; nonparametric methods; semiparametric methods; rank statistics; order statistics; robustness; renewal processes; functional estimation
(This special issue belongs to the Section D1: Probability and Statistics)
Advances in Mathematical Modeling of Biological Systems: Deterministic, Stochastic, and Complex Dynamics
edited by , and Hsiu-Chuan Wei
submission deadline 30 Apr 2027 | 3 articles | Viewed by 3406 | Submission Open
Keywords: population dynamics; epidemiology; mathematical oncology; tumor–immune interactions; biological regulation; dynamical stability and bifurcations; ecological heterogeneity; data-driven validation; reaction–diffusion models; spatial ecology; resource competition
(This special issue belongs to the Section E3: Mathematical Biology)
Finite Element Method and Applications in Mathematical Modeling and Engineering: Modeling, Analysis, and Simulations
edited by and
submission deadline 30 Apr 2027 | 2 articles | Viewed by 2986 | Submission Open
Keywords: finite element method; topology optimization; wave propagation; acoustic metamaterials; numerical PDEs; high-performance computing; inverse problems; engineering applications
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Edge Computing: Optimization and Applications
edited by Fasheng Zhou and Jing Qiu
submission deadline 30 Apr 2027 | 4 articles | Viewed by 2901 | Submission Open
Keywords: edge computing; optimization techniques; artificial intelligence; computational efficiency; resource management; latency reduction; Internet of Things (IoT); smart cities; industrial automation; autonomous systems
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advanced Theoretical and Numerical Methods for Fractional Differential and Difference Equations
edited by
submission deadline 30 Apr 2027 | 4 articles | Viewed by 2880 | Submission Open
Keywords: fractional; stability; numerical solutions; dynamical systems
(This special issue belongs to the Section C1: Difference and Differential Equations)
Mathematics and Machine Learning for Intelligent Perception, Decision-Making, and Control
edited by Changdong Yu, and
submission deadline 30 Apr 2027 | 5 articles | Viewed by 2528 | Submission Open
Keywords: mathematical modeling; deep learning; reinforcement learning; intelligent perception; computer vision; decision-making; control systems; optimization; multi-agent systems; autonomous systems
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Recent Advances in Mathematical Epidemiology and Applications
edited by
submission deadline 30 Apr 2027 | 2 articles | Viewed by 2488 | Submission Open
Keywords: mathematical epidemiology; infectious disease modeling; SEIR/SIR models; machine learning in epidemiology; LSTM/transformer models; epidemic forecasting; AI-augmented mathematical models; global mobility and disease spread; signal analysis; kinetic equation; deep learning
(This special issue belongs to the Section E3: Mathematical Biology)
Multi-Objective Optimization: Mathematical Methods, Algorithms, and Applications submission deadline 30 Apr 2027 | 5 articles | Viewed by 2205 | Submission Open
Keywords: multi-objective optimization; multi-criteria decision making; artificial intelligence; machine learning; mathematical modeling; logistics and supply chain management; industrial engineering; market and economic analysis; case study; decision support
(This special issue belongs to the Section D: Statistics and Operational Research)
Advances in Optimal Decision Making Under Risk and Uncertainty
edited by
submission deadline 30 Apr 2027 | 3 articles | Viewed by 2193 | Submission Open
Keywords: uncertainty optimization; network optimization; portfolio optimization; financial risk; stochastic analysis; fuzzy mathematics; robust optimization; mathematical modeling
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Advances in Functional Differential Equations and Their Stochastic Versions: Theory, Numerics, and Applications
edited by Genghong Lin, Wenjuan Guo and Zhisu Liu
submission deadline 30 Apr 2027 | 3 articles | Viewed by 2179 | Submission Open
Keywords: functional differential equations; (delay) differential equations; difference equations; stochastic differential equations; stability analysis; stochastic optimal control
(This special issue belongs to the Section C1: Difference and Differential Equations)
Advances in Neural Networks and Their Applications
edited by
submission deadline 30 Apr 2027 | 1 articles | Viewed by 2088 | Submission Open
Keywords: multimodal learning; explainable AI; mathematical modeling; robustness and generalization; large language models (LLMs); deep learning architectures; reinforcement learning; transfer learning
(This special issue belongs to the Section E: Applied Mathematics)
Recent Advances in Time Series Analysis, 2nd Edition
edited by Alejandro Ramírez-Rojas and José Rubén Luevano Enríquez
submission deadline 30 Apr 2027 | 2 articles | Viewed by 2055 | Submission Open
Keywords: complex time series; fractality/multifractality; visibility graph; natural time domain; non-extensivity; forcasting; newcasting; complexity measures; dynamical systems; chaos; point processes; Allan factor
(This special issue belongs to the Section D1: Probability and Statistics)
Deep Learning Algorithms for Computer Vision and Image Processing
edited by
submission deadline 30 Apr 2027 | 2 articles | Viewed by 2042 | Submission Open
Keywords: deep learning; transfer learning; self-supervised learning; medical image analysis; 3D image processing; convolutional neural networks; transformer; multimodal large language models
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Operations Research, Logistics, and Supply Chain Analysis
edited by and
submission deadline 30 Apr 2027 | 3 articles | Viewed by 1893 | Submission Open
Keywords: demand forecasting; production planning; supply chain optimization; operations management; inventory control; distribution network design; decision making; game theory; stochastic optimization; robust optimization; data-driven approach; machine learning; optimization algorithm; application research
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Data-Driven Artificial Intelligence and Optimization for Real-World Applications
edited by
submission deadline 30 Apr 2027 | 1 articles | Viewed by 1745 | Submission Open
Keywords: data-driven artificial intelligence; predictive control; anomaly detection; optimization strategies; graph neural networks (GNNs); multimodal sensor fusion; moving horizon estimation; self-organizing maps (SOMs); attention mechanisms; spatiotemporal modeling
New Advances of Optimization and Data Envelopment Analysis
edited by Nuria Ramón
submission deadline 30 Apr 2027 | 2 articles | Viewed by 1634 | Submission Open
Keywords: data envelopment analysis; target setting; benchmarking; closest targets; improvement plans
(This special issue belongs to the Section D: Statistics and Operational Research)
Bifurcation Theory and Qualitative Analysis of Dynamical Systems
edited by
submission deadline 30 Apr 2027 | 2 articles | Viewed by 1602 | Submission Open
Keywords: local and global bifurcation; Hilbert’s 16th problem; qualitative analysis; applications to physics (theorical mechanics, celestial mechanics, and fluid mechanics) and artificial intelligence; ecosystems and biomathematics
(This special issue belongs to the Section C2: Dynamical Systems)
Advances in Image Processing and Analysis
edited by Xiaofei Yang
submission deadline 30 Apr 2027 | 5 articles | Viewed by 1579 | Submission Open
Keywords: image processing; image analysis; computer vision; deep learning; multimodal image fusion; image restoration; object detection; semantic segmentation; remote sensing; explainable AI
(This special issue belongs to the Section E: Applied Mathematics)
Advanced Algorithms in Multimodal Affective Computing
edited by
submission deadline 30 Apr 2027 | 2 articles | Viewed by 1542 | Submission Open
Keywords: emotion recognition; multimodal learning; affective computing; deep learning for affect analysis; sentiment analysis across modalities; machine learning in human–computer interaction; emotion understanding systems; data fusion in affective computing; real-time emotion inference; ethical ai in emotional intelligence
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Current Topics in Optimization, Inequalities and Convex Function Theory, 2nd Edition
edited by Sorin Rǎdulescu and
submission deadline 30 Apr 2027 | 3 articles | Viewed by 1528 | Submission Open
Keywords: convex functions; biconvex functions; generalized convexity; subharmonic functions; absolute monotone functions; majorization theory; schur convex functions; jensen inequality; hermite–hadamard inequality; weighted inequalities; control theory; mathematical programming; differential inequalities; variational inequalities; equilibrium problems
(This special issue belongs to the Section E: Applied Mathematics)
Artificial and Computational Intelligence Innovations in Symbolic and Soft Computing for Theoretical and Applied Science submission deadline 30 Apr 2027 | 2 articles | Viewed by 1502 | Submission Open
Keywords: symbolic and soft computations; computational intelligence; uncertain data; mathematical methods; algorithms; mathematical modeling; inverse problems; numerical methods; optimization; large language models; generative AI
(This special issue belongs to the Section E: Applied Mathematics)
Mathematical Modeling for Dynamics, Simulation and Control of Robotic and Industrial Systems submission deadline 30 Apr 2027 | 1 articles | Viewed by 1412 | Submission Open
Keywords: robotics; nonlinear dynamics; adaptive control; optimal control; distributed control; artificial intelligence; machine learning; design of physical systems; mechanical and electrical interactions of system components; mathematical modeling; dynamic behavior; system response analysis; numerical simulation; pattern recognition; computer vision
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Computational Methods for Drug Discovery and Biological Big Data Analysis
edited by Chunchun Wang
submission deadline 30 Apr 2027 | 2 articles | Viewed by 1359 | Submission Open
Keywords: drug target prediction; drug response prediction; drug combination prediction; drug repurposing research; disease biomarker discovery; non-coding RNA research; applications of artificial intelligence; applications of mathematical algorithms
(This special issue belongs to the Section E3: Mathematical Biology)
Advances in Machine Learning and Mathematical Modelling for Data-Driven Discovery
edited by
submission deadline 30 Apr 2027 | 1 articles | Viewed by 1342 | Submission Open
Keywords: machine learning; mathematical modelling; predictive modelling; explainable artificial intelligence (XAI); uncertainty quantification; data visualization; interpretability; health, social media, engineering and biological data; data-driven discovery; deep-learning; large language models
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Distributed Systems: Algorithms, Methods, and Applications
edited by Pier Luca Montessoro and
submission deadline 30 Apr 2027 | 1 articles | Viewed by 1271 | Submission Open
Keywords: applied cryptography; cloud computing; computer networks; distributed algorithms; distributed control systems; distributed systems; distributed system security; information security; Internet of Things (IoT); networking algorithms; optimization techniques; performance evaluation; privacy-enhancing technologies; privacy-preserving data sharing and exchange
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematics-Driven Computer Vision and Multi-Modal Learning
edited by
submission deadline 30 Apr 2027 | 1 articles | Viewed by 1049 | Submission Open
Keywords: mathematics; computer vision; multi-modal learning; remote sensing; low-altitude scene analysis; mathematical modeling; data fusion; scene understanding; optimization theory; statistical learning
(This special issue belongs to the Section E: Applied Mathematics)
Evolutionary Algorithms in Artificial Intelligence
edited by Mir Md Jahangir Kabir
submission deadline 30 Apr 2027 | 1 articles | Viewed by 1043 | Submission Open
Keywords: evolutionary algorithms; artificial intelligence; optimization; genetic algorithms; differential evolution; swarm intelligence; reinforcement learning; machine learning; multi-objective optimization; intelligent systems
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Quantitative Methods in Digital Finance submission deadline 30 Apr 2027 | 1 articles | Viewed by 984 | Submission Open
Keywords: digital finance; fintech; quantitative methods; cryptocurrency modeling; blockchain technology; decentralized finance; machine learning; automated market makers; portfolio optimization
(This special issue belongs to the Section E5: Financial Mathematics)
Advanced Algorithms in Natural Language Processing and Information Extraction
edited by Tianyong Hao, Guangyou Zhou, Xinyu He and
submission deadline 30 Apr 2027 | 1 articles | Viewed by 944 | Submission Open
Keywords: natural language processing; information extraction; text mining and knowledge discovery; large language models; named entity recognition and relation extraction; knowledge graph construction and reasoning; explainable AI; AI-driven scientific research
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advances in Mathematical Models for Renewable Resources and Population Dynamics
edited by
submission deadline 30 Apr 2027 | 1 articles | Viewed by 894 | Submission Open
Keywords: mathematical modeling; sustainable development; renewable resources; fisheries management; population dynamics; epidemic modeling; control theory; optimization; numerical methods; applied mathematics
(This special issue belongs to the Section E: Applied Mathematics)
Optimization, Modeling and Data Analytic Approaches in Network Coding submission deadline 30 Apr 2027 | Viewed by 801 | Submission Open
Keywords: network coding; network communication; network computation and optimization; distributed storage information theory and numerical analysis; machine learning algorithms modeling in network coding; the application of network coding for smart city development; the enhancement of data transmission efficiency via models
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advanced Research in Image Processing and Optimization Methods, 2nd Edition submission deadline 30 Apr 2027 | 1 articles | Viewed by 764 | Submission Open
Keywords: digital image processing; optimization methods; mathematical modelling; pattern recognition; machine and deep learning
(This special issue belongs to the Section E: Applied Mathematics)
Computational Approaches to Control Systems: Methods and Applications
edited by Yuan Zhang and
submission deadline 30 Apr 2027 | 1 articles | Viewed by 754 | Submission Open
Keywords: computational methods; control systems; optimization algorithms; data-driven control; machine learning (ML); model predictive control (MPC); distributed optimization; graph theory; reinforcement learning; system complexity
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Mathematical Programming, Optimization and Applications
edited by
submission deadline 30 Apr 2027 | 1 articles | Viewed by 731 | Submission Open
Keywords: mathematical programming; optimization algorithms; large-scale optimization; stochastic programming; robust optimization; integer programming; multi-objective optimization; operations research; machine learning optimization; applied optimization
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Time Series Analysis and Data Analytics: Methods and Applications
edited by
submission deadline 30 Apr 2027 | 1 articles | Viewed by 580 | Submission Open
Keywords: time series analysis; data analytics; machine learning; data-driven methods
(This special issue belongs to the Section E: Applied Mathematics)
New Advances in Control Theory and Applications
edited by Zetao Li, and Aiping Pang
submission deadline 30 Apr 2027 | Viewed by 543 | Submission Open
Keywords: control theory; system modelling and estimation; robust control; adaptive control; intelligent systems; nonlinear control; networked control
(This special issue belongs to the Section C2: Dynamical Systems)
Image Processing and Computer Vision
edited by and Henghui Ding
submission deadline 30 Apr 2027 | Viewed by 538 | Submission Open
Keywords: computer vision; image processing; low-level vision; high-level vision; representation learning; multimodal large language models (MLLMs); 3D vision; lightweight deep learning
(This special issue belongs to the Section E: Applied Mathematics)
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