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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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Optimization Models and Algorithms in Data Science, 2nd Edition
edited by
submission deadline 28 Feb 2027 | 3 articles | Viewed by 1703 | Submission Open
Keywords: tensor decomposition; low-rank models; multi-view clustering; sparse coding; tensor completion; tensor robust principal component analysis; machine learning; data science; signal processing; image processing; high-dimensional data
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Nonlinear Control and Its Applications submission deadline 28 Feb 2027 | 1 articles | Viewed by 1647 | Submission Open
Keywords: nonlinear dynamical systems; mathematical modeling; nonlinear control; system identification; stability; complex systems; control theory; real-world applications; power systems; power electronics
(This special issue belongs to the Section E: Applied Mathematics)
Dynamics on Complex Networks: Theory, Modelling, and Applications
edited by
submission deadline 28 Feb 2027 | 2 articles | Viewed by 1541 | Submission Open
Keywords: higher order networks; hypergraph; multilayer networks; dynamical processes; game theory; percolation; network dismantling
(This special issue belongs to the Section C2: Dynamical Systems)
Numerical Modelling and Analysis of Fractional-Order Partial Differential Equations: Methods and Applications
edited by
submission deadline 28 Feb 2027 | 1 articles | Viewed by 1522 | Submission Open
Keywords: numerical methods for fractional-order PDEs; computational techniques for fractional calculus; high-order accuracy schemes for fractional differential equations; stability and convergence analysis of numerical solutions; scientific computing applications in engineering and physics; fractional-order modelling in biological and chemical systems; computational fluid dynamics and water wave phenomena; applications of fractional pdes in control theory and dynamical systems; robust algorithms for large-scale fractional differential equations; adaptive mesh refinement and parallel computing for fractional PDEs
(This special issue belongs to the Section C1: Difference and Differential Equations)
Mathematical Modeling and Simulation in Mechanics and Dynamic Systems, 4th Edition submission deadline 28 Feb 2027 | 2 articles | Viewed by 1483 | Submission Open
Keywords: dynamic systems; modelling of nonlinearities; algorithm; computer simulation; finite elements method
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Nonlinear Approximation Theory in Banach Spaces
edited by Pablo M. Berná
submission deadline 28 Feb 2027 | 2 articles | Viewed by 1422 | Submission Open
Keywords: nonlinear approximation theory; functional analysis; Banach space theory
(This special issue belongs to the Section C: Mathematical Analysis)
Applied Machine Learning and Soft Computing
edited by
submission deadline 28 Feb 2027 | 1 articles | Viewed by 1340 | Submission Open
Keywords: machine learning; predictive models and analytics; prescriptive analytics; deep learning; deep reinforcement learning; hybrid models; ensemble models; soft computing; machine learning for big data; business intelligence; intelligent optimization; data-driven models; feature selection; preprocessing methods
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advances in Combinatorics, Tropical Geometry and Geometry of Matroids
edited by and Manchun Leung
submission deadline 28 Feb 2027 | 2 articles | Viewed by 1183 | Submission Open
Keywords: combinatorics; tropical geometry; geometry of matroids; polyhedral geometry; computational geometry; algorithmic algebraic geometry; Chern–Schwartz–MacPherson classes; toric geometry; Schubert geometry; representation theory; combinatorics of polytopes and fans; coxeter/cluster structures
(This special issue belongs to the Section B: Geometry and Topology)
Differential Equations and Stability in Dynamical Systems: Theory, Methods and Applications
edited by and Eva García Villalba
submission deadline 28 Feb 2027 | 2 articles | Viewed by 1136 | Submission Open
Keywords: differential equations; dynamical systems; stability theory; lyapunov methods; nonlinear systems; bifurcation analysis; control theory; numerical methods; applied mathematics; mathematical modeling
(This special issue belongs to the Section C1: Difference and Differential Equations)
Fuzzy Numbers, Fuzzy Difference Equations, Fuzzy Differential Equations and Their Applications submission deadline 28 Feb 2027 | 1 articles | Viewed by 1125 | Submission Open
Keywords: fuzzy numbers; fuzzy difference equations; fuzzy differential equations; fuzzy optimization; fuzzy decision making; fuzzy game; fuzzy control
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Mathematical and Statistical Modeling in Complex Diseases
edited by Shantia Yarahmadian and Seth F. Oppenheimer
submission deadline 28 Feb 2027 | 1 articles | Viewed by 1090 | Submission Open
Keywords: partial differential equations; mathematical biology; mathematical modeling; complex diseases
(This special issue belongs to the Section E3: Mathematical Biology)
Advances in Fuzzy Decision-Making and Applications submission deadline 28 Feb 2027 | 1 articles | Viewed by 1061 | Submission Open
Keywords: fuzzy set theory; fuzzy decision making; aggregation operators; hybrid systems; decision science trends; fuzzy and BERT
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Trustworthy Machine Learning: Explainability, Robustness and Conformal Prediction
edited by
submission deadline 28 Feb 2027 | 2 articles | Viewed by 1043 | Submission Open
Keywords: machine learning; artificial intelligence; safety-critical systems; trustworthiness; explainability; robustness; conformal prediction; uncertainty quantification
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advances in Computational Geotechnics: Modelling Mechanics and Dynamic Behaviour
edited by Soufiane Bentout
submission deadline 28 Feb 2027 | Viewed by 962 | Submission Open
Keywords: numerical computation; mathematical modelling; geotechnical engineering; soil mechanics; rock mechanics; civil engineering; modelling mechanics; mechanics; structural dynamics; computational mechanics; nonlinear dynamics and stability; thermos–hydro–mechanical–chemical (THMC) coupling
(This special issue belongs to the Section E: Applied Mathematics)
Algorithmic Design for Control of Robotic Systems submission deadline 28 Feb 2027 | 1 articles | Viewed by 957 | Submission Open
Keywords: computational intelligence; robotic control systems; fuzzy logic and neural networks; digital twin; machine learning in robotics; hardware-in-the-loop (HIL); adaptive and intelligent control; path planning and navigation; autonomous systems
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Numerical Methods in Mathematical Biology
edited by
submission deadline 28 Feb 2027 | 1 articles | Viewed by 949 | Submission Open
Keywords: numerical methods; mathematical biology; partial differential equations
(This special issue belongs to the Section E3: Mathematical Biology)
Latest Advances in Intelligent Computing submission deadline 28 Feb 2027 | 1 articles | Viewed by 921 | Submission Open
Keywords: artificial intelligence; machine learning; deep learning; evolutionary algorithms; genetic programming; symbolic computation; explainable AI; intelligent data analysis; reinforcement learning; neuromorphic computing; optimization techniques; quantum computing; edge computing; IoT and AI integration; cybersecurity in intelligent computing
(This special issue belongs to the Section E: Applied Mathematics)
Advancements in Privacy-Preserving Collaborative Learning for Graphs
edited by Zhenzhen Xie
submission deadline 28 Feb 2027 | 1 articles | Viewed by 863 | Submission Open
Keywords: collaborative learning; graph learning; privacy
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Research on Reaction–Diffusion Equations and Population Dynamics
edited by Hua Nie
submission deadline 28 Feb 2027 | 1 articles | Viewed by 843 | Submission Open
Keywords: reaction–diffusion model; population dynamics; spatial heterogeneity; biological invasion; predator-prey model; competition model; chemostat; coexistence; stability; pattern formation
(This special issue belongs to the Section C2: Dynamical Systems)
Statistical and Mathematical Methods in Econometric Analysis
edited by
submission deadline 28 Feb 2027 | 1 articles | Viewed by 727 | Submission Open
Keywords: econometric methodology; statistical inference; mathematical modeling; Bayesian methods; machine learning in econometrics; artificial intelligence; high-dimensional analysis; bootstrap techniques; stochastic processes; optimization in econometrics.
(This special issue belongs to the Section D1: Probability and Statistics)
Advances in Quantum Computing and Its Applications submission deadline 28 Feb 2027 | 1 articles | Viewed by 716 | Submission Open
Keywords: quantum computing; quantum optimization; QUBO and quantum annealing; variational quantum algorithms (VQE, QAOA); hybrid quantum–classical methods; quantum machine learning; multi-objective optimization; quantum-inspired metaheuristics; applied quantum computing; benchmarking of quantum algorithms
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Computational Methods in Informatics
edited by Lei Hou
submission deadline 28 Feb 2027 | 1 articles | Viewed by 651 | Submission Open
Keywords: computational methods; business informatics; health informatics; social informatics; data-driven applications; user behavior analytics
(This special issue belongs to the Section E: Applied Mathematics)
Intelligent Control and Optimization in Manufacturing submission deadline 28 Feb 2027 | Viewed by 615 | Submission Open
Keywords: machine learning in manufacturing; reinforcement learning in manufacturing; process monitoring and optimization; digital twin technology; energy-efficient manufacturing; path planning and resource optimization
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Chaotic Systems and Their Applications, 3rd Edition
edited by
submission deadline 28 Feb 2027 | 1 articles | Viewed by 576 | Submission Open
Keywords: chaos; chaotic system; neural network; memristor; nonlinear dynamics; synchronous control circuit implementation
(This special issue belongs to the Section C2: Dynamical Systems)
Advanced Research in Functional Analysis and Operator Theory, 2nd Edition
edited by Claudio H. Morales
submission deadline 28 Feb 2027 | 1 articles | Viewed by 558 | Submission Open
Keywords: geometric fixed-point theory in Banach spaces; nonlinear operator theory; differential and integral equations; functional analysis
(This special issue belongs to the Section C1: Difference and Differential Equations)
Multi-Objective Optimization: Theory, Methods, and Applications submission deadline 28 Feb 2027 | Viewed by 540 | Submission Open
Keywords: multi-objective optimization; optimization methods; optimization applications; innovative methods and algorithms
(This special issue belongs to the Section E: Applied Mathematics)
Applied Mathematics in Financial Markets and Risk Analysis submission deadline 28 Feb 2027 | 1 articles | Viewed by 514 | Submission Open
Keywords: stochastic processes and stochastic differential equations in finance; optimization methods for portfolio selection and asset allocation; numerical methods for derivative pricing; risk modeling and quantitative risk management; statistical arbitrage and market efficiency; machine learning and neural networks in finance; deep learning for financial forecasting and trading strategies; high-frequency data analysis and algorithmic trading; volatility modeling and forecasting; systemic risk and financial network models
(This special issue belongs to the Section E5: Financial Mathematics)
Artificial Intelligence and Mathematical Models in Robotics
edited by Mirko Raković
submission deadline 28 Feb 2027 | Viewed by 440 | Submission Open
Keywords: artificial intelligence; mathematical models; robotics
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Machine Learning and Time Series in Econometric Analysis
edited by Weining Wang
submission deadline 28 Feb 2027 | Viewed by 427 | Submission Open
Keywords: machine learning; statistics; time series; econometrics; forecasting
(This special issue belongs to the Section E5: Financial Mathematics)
Nonlinear Dynamics in Physics and Applied Mathematics
edited by Tatyana L. Belyaeva and Vladimir Serkin
submission deadline 28 Feb 2027 | Viewed by 365 | Submission Open
Keywords: nonlinear dynamics; solitary and periodic nonlinear waves; integrable higher-order nonlinear evolution equations; inverse scattering transform method with a variable spectral parameter; neural networks; scientific machine learning
(This special issue belongs to the Section C2: Dynamical Systems)
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 345 | 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)
Mathematical Models and Algorithms for Cybersecurity
edited by , , and Dawen Huang
submission deadline 28 Feb 2027 | Viewed by 342 | 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 329 | Submission Open
Keywords: differential-algebraic equations; descriptor systems; stability analysis; eigenvalue problems; matrix polynomials; model reduction; optimal control; stabilization; fractional derivatives; delays
Fractional and Classical Differential Equations: Theory, Stability, and Applications
edited by
submission deadline 28 Feb 2027 | Viewed by 277 | 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)
Artificial Intelligence and Mathematical Methods in Finance
edited by Zhaoxian Zhou
submission deadline 28 Feb 2027 | Viewed by 275 | 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)
Mathematical and Computational Methods for Large-Scale Optimization and Their Applications
edited by
submission deadline 28 Feb 2027 | Viewed by 271 | Submission Open
Keywords: large-scale optimization; numerical algorithms; machine learning; convex analysis; scientific computing
(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 244 | 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)
Mathematical Advances and Applications in Engineering: Numerical Methods, Machine Learning and Modeling
edited by Javier Bilbao
submission deadline 28 Feb 2027 | Viewed by 239 | 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)
Soft Computing Modeling and Optimisation of Intelligent Manufacturing, Production and Supply Chain Systems
edited by Tatjana Sibalija
submission deadline 28 Feb 2027 | Viewed by 221 | 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 208 | 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)
Forecasting, Modeling and Optimization in Mathematical Finance
edited by Zhifeng Dai
submission deadline 28 Feb 2027 | 1 articles | Viewed by 193 | 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 | 1 articles | Viewed by 177 | 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)
Machine Learning and Mathematical Methods in Computer Vision and Imaging Technologies
edited by and
submission deadline 28 Feb 2027 | Viewed by 172 | 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 169 | 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)
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 161 | 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 151 | 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 132 | 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)
Mathematical Innovations in Machine Learning, Signal Processing and Their Applications submission deadline 28 Feb 2027 | Viewed by 114 | 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)
Computational and Mathematical Methods for Information System Security
edited by
submission deadline 28 Feb 2027 | Viewed by 112 | 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)
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 109 | 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)
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