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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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Robotics and Intelligent Systems: New Mathematical Challenges and Algorithmic Innovations
edited by Ming Xie
submission deadline 31 May 2027 | 2 articles | Viewed by 3724 | Submission Open
Keywords: Robotics; Intelligent Systems; Algorithmic Innovations; Kinematics; Optimal Control; Reinforcement Learning; Simultaneous Localization and Mapping
(This special issue belongs to the Section E: Applied Mathematics)
Mathematical Modeling and Control for Engineering Applications
edited by and
submission deadline 31 May 2027 | 3 articles | Viewed by 3473 | Submission Open
Keywords: control theory; optimal control; controllability; differential equations; feedback; optimization; calculus of variations; nonlinear dynamics; fluid mechanics; internal combustion engines; data-driven modeling
(This special issue belongs to the Section E: Applied Mathematics)
Mathematical Optimization and Control: Methods and Applications, 2nd Edition submission deadline 31 May 2027 | 2 articles | Viewed by 1436 | Submission Open
Keywords: genetic optimization; bat optimization; butterfly optimization; grey wolf optimization; particle swarm optimization; ant colony optimization; bee colony optimization; bayesian optimization; continuous optimization; discrete optimization; adaptive control; neural network control; fuzzy control; backstepping control; feedback control; sliding mode control; robust control; observer-based control; nonlinear control; intelligent control; model predictive control; optimal control; other alternative optimization or control
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Current Topics in Differential Geometry and Manifolds: Theory and Applications
edited by Bayram Sahin
submission deadline 31 May 2027 | 3 articles | Viewed by 797 | Submission Open
Keywords: Riemannian manifold; semi-Riemannian manifold; Riemannian submanifold; manifold equipped with structure; Riemannian manifold learning; Bezier and Bezier-like curves and surfaces; Riemannian submersion; Riemannian map; Ricci soliton
(This special issue belongs to the Section B: Geometry and Topology)
Mathematical Modelling of Infectious Disease Spreads and Control
edited by Omar El Deeb and Marcelo del Castillo-Mussot
submission deadline 31 May 2027 | Viewed by 784 | Submission Open
Keywords: epidemiology; infectious diseases; vaccination schemes; mathematical modelling; spatial analysis; optimal control
(This special issue belongs to the Section E: Applied Mathematics)
Advances of Applied Probability and Statistics, 2nd Edition submission deadline 31 May 2027 | 2 articles | Viewed by 658 | Submission Open
Keywords: applied probability; applied statistics; stochastic processes; statistical inference; machine learning; artificial intelligence; big data analytics; computational statistics; multivariate analysis; nonparametric methods; permutation tests; Bayesian statistics; predictive modeling; data science; uncertainty quantification; interdisciplinary applications
(This special issue belongs to the Section D1: Probability and Statistics)
Applied Mathematics in Economic Statistics and Economical Modeling
edited by Hongwei Zhang and Rufei Zhang
submission deadline 31 May 2027 | 1 articles | Viewed by 482 | Submission Open
Keywords: applied mathematics; economic statistics; economical modeling; economic decision-making; risk assessment; big data analytics; game theory models
(This special issue belongs to the Section E5: Financial Mathematics)
Mathematics Methods of Robotics and Intelligent Systems, 2nd Edition submission deadline 31 May 2027 | 1 articles | Viewed by 351 | Submission Open
Keywords: nonlinear and hybrid robotic systems ; distributed and multi-agent systems ; multi-sensor fusion techniques and filtering ; motion planning ; optimal path design ; swarm robotics ; control theory ; robotics ; intelligent systems ; mathematical modelling; optimization algorithms ; nonlinear control theory ; algorithm development ; robotic path planning ; machine learning algorithms ; computational geometry ; sensor fusion algorithms for robot navigation ; mathematical approaches and analysis ; robotic perception ; artificial intelligence ; autonomous systems ; image recognition technologies
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Mathematical and Probabilistic Methods in Financial Econometrics submission deadline 31 May 2027 | Viewed by 338 | Submission Open
Keywords: mathematical finance; stochastic control and optimization; probabilistic methods in finance; measure-theoretic probability; risk modeling; quantitative finance
(This special issue belongs to the Section E5: Financial Mathematics)
Mathematical Foundations of Multiobjective Optimization and Evolutionary Computation
edited by Rammohan Mallipeddi
submission deadline 31 May 2027 | Viewed by 266 | Submission Open
Keywords: multiobjective optimization; evolutionary computation; Pareto optimality and dominance; convergence analysis; many-objective optimization; dynamic and stochastic optimization; mathematical modeling; preference-based optimization; surrogate-assisted optimization
(This special issue belongs to the Section D: Statistics and Operational Research)
Mathematical Modelling in Artificial Intelligence, Information Systems and Big Data
edited by
submission deadline 31 May 2027 | Viewed by 153 | Submission Open
Keywords: mathematical modelling; artificial intelligence; big aata analytics; information systems; machine learning; AI security
(This special issue belongs to the Section E: Applied Mathematics)
High-Performance Numerical Methods for Geophysical Field Modeling
edited by
submission deadline 31 May 2027 | Viewed by 149 | Submission Open
Keywords: gravity modeling; magnetic modeling; direct current resistivity modeling; magnetotelluric modeling; seismic modeling; finite-element method; finite-difference method; finite-volume method; spectral method; spectral element method; deep learning
(This special issue belongs to the Section E: Applied Mathematics)
Methodology and Application in Computational Statistics and Data Science, 2nd Edition
edited by Wenbo Wu and
submission deadline 31 May 2027 | Viewed by 122 | Submission Open
Keywords: statistical computing; big data; high-dimensional statistics; dimension reduction; feature screening; variable selection; sampling; order statistics; missing data; causal inference
(This special issue belongs to the Section D1: Probability and Statistics)
Mathematical Analysis and Optimization for Machine Learning
edited by
submission deadline 31 May 2027 | Viewed by 118 | Submission Open
Keywords: optimization & algorithms; graph-theoretic methods; optimal transport; machine learning; AI for science & engineering; AI systems & reliability
(This special issue belongs to the Section E: Applied Mathematics)
Nonlinear Dynamical Systems: Stability, Control, and Data-Driven Analysis
edited by Zhanshan Zhao, Haibin Sun and
submission deadline 31 May 2027 | Viewed by 117 | Submission Open
Keywords: nonlinear systems; nonlinear control; learning-based modelling; data-driven prediction
(This special issue belongs to the Section E: Applied Mathematics)
Theory and Applications of Optimization in Numerical Algorithms
edited by and Joanna Soszynska-Budny
submission deadline 31 May 2027 | Viewed by 103 | Submission Open
Keywords: single- and multi-criteria optimisations; machine learning; high-performance computing; testing and benchmarking; application for ICT, ITS, smart grids; discreet and continuous algorithms; evolutionary algorithms; neural networks
(This special issue belongs to the Section E: Applied Mathematics)
New Trends in Image Processing and Computer Vision
edited by Xiu Shu and
submission deadline 31 May 2027 | Viewed by 102 | Submission Open
Keywords: foundation models for vision; embodied AI / VLA models; domain generalization; mathematical theory of deep learning; new theories of variational methods and PDEs for image analysis; applications of convex/non-convex optimization in visual inverse problems; mathematical methods in medical image analysis; mathematical morphology and optimization for industrial inspection
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematical Modeling and Statistical Methods for Epidemiology
edited by
submission deadline 31 May 2027 | Viewed by 100 | Submission Open
Keywords: epidemic modeling; mathematical modeling of infectious diseases; health analytics; statistical modeling and inference of epidemics; advanced epidemic data analysis; disease dynamics
(This special issue belongs to the Section D1: Probability and Statistics)
Mathematical Modelling and Intelligent Optimization for Complex Engineering Systems
edited by Sichen Tao
submission deadline 31 May 2027 | Viewed by 96 | Submission Open
Keywords: mathematical modelling; intelligent optimization; deep learning; AI agents; complex engineering systems; simulation and optimization; digital twins; multi-objective optimization; robust optimization; surrogate models; reinforcement learning; evolutionary computation
(This special issue belongs to the Section E: Applied Mathematics)
Advances in Spatial Statistics and Spatial Data Science: Theory, Methods and Applications submission deadline 31 May 2027 | Viewed by 83 | Submission Open
Keywords: spatial statistics; spatial data science; geostatistics; spatio-temporal modeling; spatial and spatio-temporal point processes; point pattern analysis; statistical inference and forecasting; spatial machine learning; GeoAI; explainable artificial intelligence; Bayesian spatial models; uncertainty quantification; computational social science; spatial big data
(This special issue belongs to the Section D1: Probability and Statistics)
Machine Learning and Statistical Learning with Applications, 2nd Edition
edited by
submission deadline 31 May 2027 | Viewed by 82 | Submission Open
Keywords: ML and SL model algorithm developments; ML and SL applications for predictive science and engineering; physics-informed neural network model development and applications; operator learning model development and applications; ML algorithms and approaches to handling out-of-distribution, data imbalance, data fusion, etc.; federated learning algorithm development and applications; differential privacy-based ML algorithm development and applications; uncertainty quantification for ML and SL algorithms and applications; large-language model development and applications
(This special issue belongs to the Section E: Applied Mathematics)
Recent Advances in Mathematical and Computational Methods in Underground Engineering
edited by Zoran Gligorić
submission deadline 31 May 2027 | Viewed by 71 | Submission Open
Keywords: development systems; mining methods; rock mechanics; driving mine workings; ventilation systems; transportation systems; dewatering systems; production planning; data uncertainty in UM; multi-criteria decision-making in UM; optimization in UM
(This special issue belongs to the Section E: Applied Mathematics)
Application of Mathematical Modeling, Simulation and Artificial Intelligence to Transportation Systems, 2nd Edition submission deadline 31 May 2027 | Viewed by 71 | Submission Open
Keywords: transportation systems; applied mathematics; mathematical modeling; dynamical systems; simulation; optimization; operations research; stochastic processes; graph theory; network science; traffic flow; intelligent transportation systems; artificial intelligence; machine learning; cellular automata; agent-based modeling; sustainable mobility
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Mathematical Optimization and Advanced Algorithms in Few-Shot and Zero-Shot Learning
edited by Yang Liu
submission deadline 31 May 2027 | Viewed by 55 | Submission Open
Keywords: few-shot learning (FSL); zero-shot learning (ZSL); mathematical foundations of machine learning; manifold learning; information theory; graph theory; graph neural networks; generative modeling; representation learning
(This special issue belongs to the Section E: Applied Mathematics)
Mathematical and Computational Methods in Deep Rock Mechanics
edited by and
submission deadline 31 May 2027 | Viewed by 51 | Submission Open
Keywords: rock mechanics; mathematical modeling; computational simulation; rockburst prediction and early warning; numerical methods; uncertainty quantification; machine learning in geomechanics; fracture and damage evolution
(This special issue belongs to the Section E: Applied Mathematics)
Mathematical Modeling, Computational Methods, and Signal Analysis of Ultrasonic Waves in Solid Structures
edited by and
submission deadline 31 May 2027 | Viewed by 47 | Submission Open
Keywords: mathematical modeling; signal analysis; ultrasonic waves; nonlinear ultrasonics; wave propagation
(This special issue belongs to the Section E: Applied Mathematics)
Quantum Optics and Quantum Information: Theory and Applications
edited by and
submission deadline 31 May 2027 | Viewed by 44 | Submission Open
Keywords: quantum optics; quantum information processing; open quantum systems; non-Markovian dynamics; quantum optimal control; quantum entanglement; Bose–Einstein condensation; mathematical methods in physics; partial differential equations; giant atoms; photonic bound states; photon blockade
(This special issue belongs to the Section E4: Mathematical Physics)
Quantum Cryptography and Quantum Information: Latest Advances and Perspectives submission deadline 31 May 2027 | Viewed by 29 | Submission Open
Keywords: quantum cryptography; quantum information; quantum key distribution; quantum communication; quantum algorithms; computational complexity; post-quantum cryptography; quantum networks; information theory
(This special issue belongs to the Section E: Applied Mathematics)
Modern Dynamical Systems and Applications
edited by David Becerra-Alonso
submission deadline 31 May 2027 | Viewed by 22 | Submission Open
Keywords: nonlinear dynamical systems and chaos; bifurcation, stability and synchronisation; reservoir computing and next-generation reservoir computing; physics-informed neural networks and neural operators; machine learning and foundation models for dynamics; nonlinear time series forecasting and data-driven model discovery; Koopman operator theory and delay embedding; complex networks and emergent collective behaviour; information-theoretic methods in nonlinear dynamics; sparse identification and hybrid physics-ML approaches
(This special issue belongs to the Section C2: Dynamical Systems)
Advances in Distributed Optimization and Learning Algorithms
edited by
submission deadline 31 May 2027 | Viewed by 18 | Submission Open
Keywords: distributed optimization; distributed learning; multi-agent consensus; decentralized learning; decentralized federal learning
(This special issue belongs to the Section E: Applied Mathematics)
Deep Learning, Explainable AI and Applied Mathematics for Biomedical and Medical Applications submission deadline 31 May 2027 | Submission Open
Keywords: deep learning; applied mathematics; explainable artificial intelligence; biomedical data analysis; medical applications
(This special issue belongs to the Section E3: Mathematical Biology)
Recent Advances in Evolutionary Computation and Intelligent Optimization
edited by and Andrés Espinal
submission deadline 31 May 2027 | Submission Open
Keywords: evolutionary computation; intelligent optimization; evolutionary algorithms; differential evolution; genetic algorithms; swarm intelligence; metaheuristics; computational intelligence; multi-objective optimization; surrogate-assisted optimization; hyperparameter optimization; genetic programming; grammatical evolution
(This special issue belongs to the Section E: Applied Mathematics)
Quality Management of Data and Statistical Process Monitoring
edited by Anan Tang and Jinsheng Sun
submission deadline 1 Jun 2027 | Viewed by 14 | Submission Open
Keywords: statistical process monitoring; control chart; fault detection; data quality assessment and integrity; multivariate and high dimensional monitoring; time series analysis and change point detection; machine learning for process surveillance
(This special issue belongs to the Section E: Applied Mathematics)
Intelligent Scheduling and Optimization in Smart Manufacturing
edited by Ziyan Zhao
submission deadline 10 Jun 2027 | 6 articles | Viewed by 3862 | Submission Open
Keywords: smart manufacturing; intelligent algorithm; production scheduling; intelligent scheduling; data-driven scheduling; real-time scheduling; multi-objective optimization; optimization
(This special issue belongs to the Section D: Statistics and Operational Research)
Mathematical and Quantitative Methods in Finance and Forecasting
edited by
submission deadline 10 Jun 2027 | 1 articles | Viewed by 2216 | Submission Open
Keywords: mathematical finance; financial forecasting; quantitative modeling; time-series analysis; econometric methods; machine learning in finance; stochastic modeling; derivative pricing and risk management; commodity and carbon markets
(This special issue belongs to the Section E5: Financial Mathematics)
Data-Driven Methods and Artificial Intelligence in Reliability and Maintenance, 3rd Edition
edited by and
submission deadline 10 Jun 2027 | 1 articles | Viewed by 2075 | Submission Open
Keywords: artificial intelligence; reliability; maintenance
(This special issue belongs to the Section D: Statistics and Operational Research)
Mathematical Modeling in Epidemiology and Ecology submission deadline 10 Jun 2027 | 1 articles | Viewed by 880 | Submission Open
Keywords: mathematical modeling; epidemiology; ecology; disease dynamics; population dynamics; stochastic models; computational biology; agent-based models; disease invasion; epidemic models; evolutionary game theory; mathematical epidemiology; population dynamics; spatial games; time series; biological signal analysis; regression models; systems biology; predictive modeling; bioinformatics
(This special issue belongs to the Section E3: Mathematical Biology)
Statistics Research: Data Depth Analysis and Circular Data
edited by Sungsu Kim
submission deadline 10 Jun 2027 | Viewed by 299 | Submission Open
Keywords: circular statistics; data depth; multivariate analysis; directional data; robust methods; generative models; multimodal learning; spatial intelligence; statistical learning
(This special issue belongs to the Section D1: Probability and Statistics)
Chaos Theory and Dynamical Systems, 2nd Edition submission deadline 20 Jun 2027 | Viewed by 741 | Submission Open
Keywords: dynamical systems; nonlinear dynamics; nonlinear systems; chaotic systems; hamiltonian systems; dissipative systems; complex systems; chaotic indicators; bifurcation analysis; symbolic dynamics; control theory; networks; synchronisation phenomena; chimera states; statistical mechanics; Boltzmann–Gibbs entropy; tsallis entropy
(This special issue belongs to the Section C2: Dynamical Systems)
Optimization Problems: Methods and Applications
edited by
submission deadline 20 Jun 2027 | Viewed by 620 | Submission Open
Keywords: continuous optimization; combinatorial optimization; stochastic optimization; robust optimization; sparse optimization; manifold optimization; evolutionary optimization; distributed optimization; nonsmooth optimization; machine learning; data science; artificial intelligence; neural networks
(This special issue belongs to the Section E: Applied Mathematics)
Machine Learning for Bioinformatics Algorithms and Statistical Modeling
edited by
submission deadline 20 Jun 2027 | Viewed by 510 | Submission Open
Keywords: machine learning; bioinformatics; multi-view clustering; multi-omics data integration; spatial transcriptomics; graph learning; tensor and hypergraph methods; optimal transport; survival analysis; statistical modeling; regularization; Bayesian inference
(This special issue belongs to the Section D1: Probability and Statistics)
Analysis, Modeling and Simulation of Complex Systems
edited by and
submission deadline 20 Jun 2027 | Viewed by 1 | Submission Open
Keywords: complex systems; network science; AI for science; mathematical modeling
(This special issue belongs to the Section C2: Dynamical Systems)
Advances in Mathematical Cryptography and Information Security with Applications
edited by
submission deadline 30 Jun 2027 | 3 articles | Viewed by 3860 | Submission Open
Keywords: mathematical cryptography; information security and public-key cryptosystems; post-quantum cryptography and secure communication; cryptographic protocols and data privacy; blockchain security and cybersecurity applications; applied cryptography
(This special issue belongs to the Section E: Applied Mathematics)
Multi-Objective Optimizations and Their Applications
edited by , Jie Tian and
submission deadline 30 Jun 2027 | 2 articles | Viewed by 3601 | Submission Open
Keywords: multi-objective optimization; surrogate-assisted; multi-objective; data-driven optimization
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Mathematics Applied in Rock Mechanics and Mining Science
edited by
submission deadline 30 Jun 2027 | 3 articles | Viewed by 2948 | Submission Open
Keywords: rock mechanics; numerical modeling; discontinuous mechanics; machine learning in mining science; probabilistic risk assessment; coupled processes (THMC); mine design and optimization; fracture propagation; inverse analysis; computational geometry and topology
(This special issue belongs to the Section E: Applied Mathematics)
Theoretical and Applied Mathematics in Supply Chain Management, 2nd Edition
edited by
submission deadline 30 Jun 2027 | 1 articles | Viewed by 1536 | Submission Open
Keywords: LARG—lean, agile, resilient, and green; supply chain modelling and optimisation; demand forecasting; inventory management; logistics and transportation; reverse and closed-loop supply chains; supply chain coordination
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Advances in Scalability of Queueing Models for Large-Scale Complex Systems submission deadline 30 Jun 2027 | 1 articles | Viewed by 1492 | Submission Open
Keywords: queueing models; large-scale systems; complex networks; scalable models
(This special issue belongs to the Section D1: Probability and Statistics)
New Advances in Statistical Machine Learning
edited by Haiyan Wang and
submission deadline 30 Jun 2027 | Viewed by 790 | Submission Open
Keywords: machine learning; data mining; advances in clustering, classification, regression, and/or applications in various domains; image or text data analysis; recommendation system; ensemble methods and applications; machine learning applications; deep learning applications; signal processing and analysis; computational complexity; techniques for big data and applications; visualization; convergence analysis; robust methods for prediction or classification of image, text, or other complex data
(This special issue belongs to the Section D1: Probability and Statistics)
Game and Decision Theory Applied to Business, Economy and Finance, 2nd Edition
edited by
submission deadline 30 Jun 2027 | Viewed by 497 | Submission Open
Keywords: game theory; decision making; rationality; mathematical modeling optimization; optimal control; machine learning
(This special issue belongs to the Section E: Applied Mathematics)
Mathematical Theories and Methods of Machine Learning
edited by
submission deadline 30 Jun 2027 | Viewed by 426 | Submission Open
Keywords: algebra and topology in deep learning; functional analysis and dynamic programming in reinforcement learning; statistical learning; online learning; neural network optimization; mathematical modelling and algorithm design; game theory; large deviation theory for performance characterizations; statistical methods and risk analysis; inverse problems
(This special issue belongs to the Section E: Applied Mathematics)
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