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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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Mathematical Models and Algorithms for Cybersecurity
edited by , , and Dawen Huang
submission deadline 28 Feb 2027 | Viewed by 333 | Submission Open
Keywords: cybersecurity; network security; data security; mathematical modeling security; algorithm; intrusion detection; early risk warning; federated learning blockchain; secure decision-support models
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Differential-Algebraic Equations: Stability, Control and Applications submission deadline 28 Feb 2027 | Viewed by 318 | Submission Open
Keywords: differential-algebraic equations; descriptor systems; stability analysis; eigenvalue problems; matrix polynomials; model reduction; optimal control; stabilization; fractional derivatives; delays
Advanced Studies in Mathematical Methods of Cryptography and Computer Network Security
edited by and Abhishek Parakh
submission deadline 28 Feb 2027 | 1 articles | Viewed by 315 | Submission Open
Keywords: cryptography; computer network security; mathematical methods for cybersecurity; post-quantum cryptography; blockchain security; quantum-resistant cryptography; lattice-based cryptography; isogeny-based cryptography; MPC-in-the-head; multivariate-based cryptography
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Artificial Intelligence and Mathematical Methods in Finance
edited by Zhaoxian Zhou
submission deadline 28 Feb 2027 | Viewed by 269 | Submission Open
Keywords: machine learning; deep learning; large language models; foundation models; stock market prediction; financial time series; transformer models; generative models; probabilistic forecasting; causal inference; graph neural networks; reinforcement learning; online learning; concept drift; algorithmic trading; portfolio optimization; risk management; volatility forecasting; multimodal data; explainable models; alternative data
(This special issue belongs to the Section E5: Financial Mathematics)
Fractional and Classical Differential Equations: Theory, Stability, and Applications
edited by
submission deadline 28 Feb 2027 | Viewed by 267 | Submission Open
Keywords: fractional-order derivatives; fractional calculus; exact solutions; approximate methods; modelling
(This special issue belongs to the Section C1: Difference and Differential Equations)
Mathematical and Computational Methods for Large-Scale Optimization and Their Applications
edited by
submission deadline 28 Feb 2027 | Viewed by 264 | Submission Open
Keywords: large-scale optimization; numerical algorithms; machine learning; convex analysis; scientific computing
(This special issue belongs to the Section E: Applied Mathematics)
Mathematical Advances and Applications in Engineering: Numerical Methods, Machine Learning and Modeling
edited by Javier Bilbao
submission deadline 28 Feb 2027 | Viewed by 235 | Submission Open
Keywords: numerical methods; differential equations; machine learning; linear algebra applications; optimization; engineering modeling; computational thinking; STEM education
(This special issue belongs to the Section E: Applied Mathematics)
Numerical Simulations and Machine Learning Algorithms of Complex Systems
edited by Nopparat Pochai
submission deadline 28 Feb 2027 | Viewed by 234 | Submission Open
Keywords: numerical simulation; machine learning algorithms; complex systems modeling; computational biomechanics; data-driven decision making; predictive modeling; high-dimensional data analysis; hybrid modeling
(This special issue belongs to the Section E: Applied Mathematics)
Soft Computing Modeling and Optimisation of Intelligent Manufacturing, Production and Supply Chain Systems
edited by Tatjana Sibalija
submission deadline 28 Feb 2027 | Viewed by 218 | Submission Open
Keywords: soft computing; metaheuristics; evolutionary computing; neural networks; machine learning; generative AI; proba-bilistic reasoning; rough set theory; manufacturing; production system; supply chain system
(This special issue belongs to the Section E: Applied Mathematics)
Quantum Secure Multiparty Computation and Communication: From Mathematical Foundations to Modern Applications submission deadline 28 Feb 2027 | Viewed by 199 | Submission Open
Keywords: quantum key distribution protocols; quantum state distribution protocols; quantum communication networks; quantum information theory; quantum computing applications; hybrid quantum-classical security; post-quantum cryptography; privacy-preserving computation; secure distributed protocols
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Machine Learning and Mathematical Methods in Computer Vision and Imaging Technologies
edited by and
submission deadline 28 Feb 2027 | Viewed by 167 | Submission Open
Keywords: novel computer vision; machine learning; imaging technologies; self-supervised learning; foundation models for vision; computational imaging; multi-modal fusion; generative models; explainable AI for imaging; intelligent visual systems
(This special issue belongs to the Section E1: Mathematics and Computer Science)
High-Performance Computing in Computational Physics and Engineering
edited by Leon Kos
submission deadline 28 Feb 2027 | Viewed by 164 | Submission Open
Keywords: high-performance computing (HPC); parallel computing; numerical methods; computational physics; computational engineering; multiphysics simulation; scalable algorithms; scientific computing; multiscale modeling
(This special issue belongs to the Section E4: Mathematical Physics)
Forecasting, Modeling and Optimization in Mathematical Finance
edited by Zhifeng Dai
submission deadline 28 Feb 2027 | Viewed by 156 | Submission Open
Keywords: financial forecasting; deep learning; green finance; financial contagion; risk management; portfolio optimization; financial market modeling; mathematics and economics; complex network
(This special issue belongs to the Section E5: Financial Mathematics)
Mathematical Modeling and Dynamical Analysis of Biological Systems
edited by
submission deadline 28 Feb 2027 | Viewed by 154 | Submission Open
Keywords: predator–prey model; epidemic model; stability; bifurcation; basic reproduction number; complex networks
(This special issue belongs to the Section E3: Mathematical Biology)
Intelligent Data-Driven Computing: Advances in Machine Learning, Deep Learning, and Multimodal Models
edited by and Mingming Liu
submission deadline 28 Feb 2027 | Viewed by 153 | Submission Open
Keywords: machine learning; deep learning; multimodal large language models (MLLMs); generative AI; data mining; artificial intelligence; computer vision; foundation models; big data analytics
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Text Analytics, Natural Language Processing, and Large Language Models in Operations Research
edited by
submission deadline 28 Feb 2027 | Viewed by 141 | Submission Open
Keywords: text analytics; natural language processing (NLP); large language models (LLMs); operations research; optimization; decision support; text-to-optimization; knowledge graphs
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Data-Driven Methods in Financial Mathematics, Risk Analysis, and Insurance
edited by Nguyet Nguyen
submission deadline 28 Feb 2027 | Viewed by 125 | Submission Open
Keywords: financial mathematics; actuarial science; predictive analytics; machine learning; risk analysis; insurance pricing; stochastic modeling; Hidden Markov Models; time series forecasting; portfolio optimization
(This special issue belongs to the Section E5: Financial Mathematics)
Computational and Mathematical Methods for Information System Security
edited by
submission deadline 28 Feb 2027 | Viewed by 108 | Submission Open
Keywords: information system security; cryptography; formal methods; privacy preserving computation; mathematical modeling; computational algorithms; provable security; cybersecurity; protocol verification; game theory for security; machine learning for security; differential privacy; quantitative security evaluation; federated learning; authentication method; IoT network security; blockchain applications
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematical Innovations in Machine Learning, Signal Processing and Their Applications submission deadline 28 Feb 2027 | Viewed by 104 | Submission Open
Keywords: machine learning; signal processing; artificial intelligence; deep learning; fault detection; system monitoring
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Numerical Analysis and Mathematical Modeling with Applications in Biology
edited by and Maria C. A. Leite
submission deadline 28 Feb 2027 | Viewed by 103 | Submission Open
Keywords: deterministic models; stochastic models; continuous and discrete models; numerical solutions; parameter estimation; sensitivity analysis; stability; bifurcations; physics-informed neural networks; applications to specific situations; related topics
(This special issue belongs to the Section E3: Mathematical Biology)
Recent Advances in Optimization Algorithms for Scheduling and Operations Research, 2nd Edition
edited by , María D. Gracia and Manuel Vargas
submission deadline 28 Feb 2027 | Viewed by 101 | Submission Open
Keywords: operations research; scheduling; logistics; manufacturing; artificial intelligence; metaheuristics algorithms; industrial applications
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Stochastic Modeling and Optimization in Operations Management
edited by and
submission deadline 28 Feb 2027 | Viewed by 96 | Submission Open
Keywords: stochastic modeling; operations management; optimization; queueing theory; supply chain management; dynamic pricing; service operations; platform economy; robust optimization; data-driven decision making; artificial intelligence; system resilience; behavioral operations; intelligent manufacturing; sustainable operations
(This special issue belongs to the Section D1: Probability and Statistics)
Advancements in Nonlinear Dynamics and Numerical Simulation for Engineering Applications
edited by
submission deadline 28 Feb 2027 | Viewed by 94 | Submission Open
Keywords: nonlinear dynamics; numerical simulation; dynamic behavior; vibration control; engineering structures
(This special issue belongs to the Section E2: Control Theory and Mechanics)
New Advances in Network Security, Data Privacy, and Applied Cryptography
edited by Zhaoshun Wang, and
submission deadline 10 Mar 2027 | 1 articles | Viewed by 1768 | Submission Open
Keywords: network security; data privacy; applied cryptography; threat detection; security protocol design; blockchain applications; privacy enhancement techniques; fault diagnosis; artificial intelligence
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Applications of Algebra, Geometry, and Optimization to Control Theory, 2nd Edition
edited by
submission deadline 15 Mar 2027 | 1 articles | Viewed by 1301 | Submission Open
Keywords: geometric control; algebraic control; optimization; stability control theory; control system
Recent Advances in Differential Geometry
edited by David V. Svintradze
submission deadline 15 Mar 2027 | Viewed by 817 | Submission Open
Keywords: moving surfaces; differential geometry; variations on manifolds; calculus of variations; calculus; global and local geometry
(This special issue belongs to the Section B: Geometry and Topology)
Applied Mathematics and Artificial Intelligence for Robotics
edited by
submission deadline 15 Mar 2027 | 1 articles | Viewed by 481 | Submission Open
Keywords: mathematical modeling in robot mechanisms and design; intelligent perception and multi-sensor information fusion; motion planning and trajectory optimization; physics-informed AI and data-driven optimization
(This special issue belongs to the Section E: Applied Mathematics)
Machine Learning Techniques and Surrogate Models in Designing, Optimizing, and Analyzing Engineering Systems
edited by
submission deadline 15 Mar 2027 | Viewed by 480 | Submission Open
Keywords: machine learning; surrogate model; engineering system; sensitivity analysis; regression; approximation; interpolation; optimization
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Machine Learning and Data-Driven Approaches in Nuclear and Quantum Physics
edited by and Amir Jalili
submission deadline 15 Mar 2027 | Viewed by 226 | Submission Open
Keywords: machine learning; artificial intelligence; nuclear physics; quantum physics; quantum machine learning; physics-informed neural networks; uncertainty quantification; quantum computing; data-driven modelling; neural network
(This special issue belongs to the Section E4: Mathematical Physics)
Application of Statistical Analysis and Models in Economics and Management submission deadline 17 Mar 2027 | 1 articles | Viewed by 766 | Submission Open
Keywords: statistical analysis; econometrics; quantitative modeling; forecasting; machine learning; operations research; financial econometrics; big data analytics; risk modeling; business intelligence
(This special issue belongs to the Section E5: Financial Mathematics)
Reliability Analysis and Statistical Computing
edited by Yubin Tian, Wei Ning and Dianpeng Wang
submission deadline 20 Mar 2027 | 5 articles | Viewed by 7877 | Submission Open
Keywords: reliability analysis; reliability optimization; reliability estimation; failure modes and effects analysis (FMEA); accelerated degeneration test (ADT); accelerated life testing (ALT); statistical computing; data-driven statistical assessment
(This special issue belongs to the Section D1: Probability and Statistics)
New Challenges in Statistical Analysis and Multivariate Data Analysis
edited by Sungsu Kim and
submission deadline 20 Mar 2027 | 4 articles | Viewed by 2351 | Submission Open
Keywords: machine learning; high-dimensional statistics; functional data analysis; sparse learning
(This special issue belongs to the Section D1: Probability and Statistics)
Trends in Nonlinear Dynamic System Modeling
edited by
submission deadline 20 Mar 2027 | 1 articles | Viewed by 1984 | Submission Open
Keywords: nonlinear dynamic systems; data-driven modeling; MIMO systems; system identification; machine learning for control; black-box modeling; gray-box modeling; neural network-based modeling; physics-informed learning; sparse system discovery; koopman operator theory; dynamic system learning; recurrent neural networks (RNNs); model predictive control (MPC); state-space modeling; time-series prediction; adaptive modeling; hybrid modeling approaches; control-oriented modeling; deep learning for systems
(This special issue belongs to the Section C2: Dynamical Systems)
Nonlinear Waves: Theory and Applications
edited by
submission deadline 20 Mar 2027 | 2 articles | Viewed by 1318 | Submission Open
Keywords: integrable and nearly integrable systems; solitary waves; internal waves; gravity waves; dispersive shock waves; hydrodynamics; modulation theory
(This special issue belongs to the Section E4: Mathematical Physics)
Nonlinear Dynamics and Control Theory
edited by Juan L. Mata-Machuca
submission deadline 20 Mar 2027 | 1 articles | Viewed by 1033 | Submission Open
Keywords: analysis of nonlinear dynamics; modeling of nonlinear systems; nonlinear observers; nonlinear controllers; estimation; stabilization; parameter identification; chaotic systems; fractional-order systems; applications of control theory
(This special issue belongs to the Section C2: Dynamical Systems)
Advances in Topology Optimization for Advanced Manufacturing
edited by Marjan Molavi-Zarandi and Ali Bonakdar
submission deadline 20 Mar 2027 | Viewed by 689 | Submission Open
Keywords: topology optimization; advanced manufacturing; additive manufacturing; computational design; manufacturable design; multi-material optimization; functionally graded or lattice structures; multi-physics numerical modelling
(This special issue belongs to the Section E: Applied Mathematics)
Advanced Numerical Methods for Differential Equations: Recent Developments, Analysis and Applications, 2nd Edition
edited by
submission deadline 21 Mar 2027 | Viewed by 157 | Submission Open
Keywords: numerical methods; numerical analysis; scientific computing; computational mathematics; applied mathematics; differential equations; finite element methods; applications
(This special issue belongs to the Section C1: Difference and Differential Equations)
Research on Mathematical and Computational Modelling of Systems Biology
edited by Mainul Haque
submission deadline 23 Mar 2027 | Viewed by 1599 | Submission Open
Keywords: systems biology; computational modelling; mathematical modelling; numerical simulations; data analysis; laboratory experiments
(This special issue belongs to the Section E3: Mathematical Biology)
Industrial Improvement with AI in Applied Mathematics
edited by
submission deadline 30 Mar 2027 | 2 articles | Viewed by 3164 | Submission Open
Keywords: Intelligent industry; Mathematical analysis; AI; cognitive hallucination; knowledge deficiency
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Industrial IoT and Computing Based on Mathematical Methods
edited by and Chonho Lee
submission deadline 30 Mar 2027 | 1 articles | Viewed by 466 | Submission Open
Keywords: industrial internet of things (IIoT); mathematical optimization; machine learning and deep learning algorithms; edge computing; predictive analytics; network graph theory signal processing
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Artificial Intelligence and Data Science, 2nd Edition
edited by and
submission deadline 31 Mar 2027 | 8 articles | Viewed by 19136 | Submission Open
Keywords: intelligent computing such as auto machine learning, lifelong learning, etc.; complexity theory; high-performance computing; big data technologies and applications
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Graph Theory and Applications, 3rd Edition
edited by
submission deadline 31 Mar 2027 | 17 articles | Viewed by 18276 | Submission Open
Keywords: graph theory; biology; computer science; complex and social networks; engineering
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advanced Computational Modeling and Optimization in Operations Research and Supply Chain Management
edited by Pedro Ivan Palominos
submission deadline 31 Mar 2027 | 3 articles | Viewed by 11244 | Submission Open
Keywords: optimization; mathematical modeling; operations research; operations management; logistics; computation; supply chain management; artificial intelligence
(This special issue belongs to the Section E2: Control Theory and Mechanics)
AI-Driven Computational Methods: Theories, Algorithms and Applications
edited by , and Yingbin Chai
submission deadline 31 Mar 2027 | 10 articles | Viewed by 8637 | Submission Open
Keywords: AI-driven computational methods; machine learning for numerical analysis; neural network algorithms; data-driven PDE solvers; physics-informed neural networks; generative adversarial networks; hybrid methods combining traditional numerical approaches and AI; surrogate models; optimization; adaptive algorithms; error estimation; high-performance computing; computational mechanics; scientific computing
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advanced Control Systems and Engineering Cybernetics submission deadline 31 Mar 2027 | 4 articles | Viewed by 7647 | Submission Open
Keywords: autonomous vehicles; mobile robots; control systems and optimization; obstacle avoidance; learning and adaptive control; artificial intelligence; multi-agent systems
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Applications of Mathematics Analysis in Financial Marketing
edited by Yue Qi
submission deadline 31 Mar 2027 | 4 articles | Viewed by 7327 | Submission Open
Keywords: optimization; mathematical finance; portfolio theory; corporate finance modeling; prediction of bankruptcy and failure; financial market modeling; behavioral finance; financial econometrics; ⁠risk management; portfolio optimization; Portfolio optimization and asset allocation; trading systems; market analysis algorithms; market simulations; digital assets and cryptocurrencies; algorithmic trading
(This special issue belongs to the Section E5: Financial Mathematics)
Artificial Intelligence, Algorithms, and Databases: Innovations and Cross-Disciplinary Impact
edited by , , Xiaohui Yan and Sicheng Hou
submission deadline 31 Mar 2027 | 6 articles | Viewed by 7291 | Submission Open
Keywords: artificial intelligence; deep learning; swarm intelligence; data-driven optimization methods; time-series forecasting; computational intelligence and evolutionary algorithms; meta-heuristic algorithms; intelligent optimization algorithms; data mining; CNNs; RNNs; LSTMs; autoencoders; GANs; transformers; time-series anomaly detection
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematical Foundations and Optimization Techniques for Large Language Models
edited by Hao Chen and
submission deadline 31 Mar 2027 | 5 articles | Viewed by 6356 | Submission Open
Keywords: large language models (LLMs); mathematical foundations of LLMs; optimization techniques for LLMs; multimodal LLMs; LLMs for recommendation systems; embodied AI and LLMs; LLM security and robustness
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Stochastic Optimal Control, Game Theory, and Related Applications
edited by Tianyang Nie, Qi Zhang and Shujun Wang
submission deadline 31 Mar 2027 | 4 articles | Viewed by 5945 | Submission Open
Keywords: stochastic optimal control; game theory; maximum principle; dynamic programming principle; forward–backward differential equations; HJB equations
(This special issue belongs to the Section E: Applied Mathematics)
Mathematical and Computing Sciences for Artificial Intelligence, 2nd Edition
edited by Chong-Zhi Gao
submission deadline 31 Mar 2027 | 1 articles | Viewed by 5854 | Submission Open
Keywords: optimization algorithms and machine learning; probabilistic modeling and Bayesian inference in AI; reinforcement learning and control theory; adversarial attacks and defense in AI; game theory and AI decision; mathematical approaches to explainable AI; graph theory and network analysis for AI systems; natural language processing and computational linguistics; mathematical modeling for computer vision; the applications of AI in the field of medical sciences
(This special issue belongs to the Section E1: Mathematics and Computer Science)
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