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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 Foundations of Multiobjective Optimization and Evolutionary Computation
edited by Rammohan Mallipeddi
submission deadline 31 May 2027 | Viewed by 274 | 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)
High-Performance Numerical Methods for Geophysical Field Modeling
edited by
submission deadline 31 May 2027 | 1 articles | Viewed by 264 | 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)
Mathematical Modelling in Artificial Intelligence, Information Systems and Big Data
edited by
submission deadline 31 May 2027 | Viewed by 163 | 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)
Recent Advances in Evolutionary Computation and Intelligent Optimization
edited by and Andrés Espinal
submission deadline 31 May 2027 | Viewed by 158 | 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)
Mathematical Analysis and Optimization for Machine Learning
edited by
submission deadline 31 May 2027 | Viewed by 127 | 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)
Methodology and Application in Computational Statistics and Data Science, 2nd Edition
edited by Wenbo Wu and
submission deadline 31 May 2027 | Viewed by 124 | 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)
Nonlinear Dynamical Systems: Stability, Control, and Data-Driven Analysis
edited by Zhanshan Zhao, Haibin Sun and
submission deadline 31 May 2027 | Viewed by 123 | 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 116 | 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 115 | 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 111 | 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 107 | 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)
Deep Learning, Explainable AI and Applied Mathematics for Biomedical and Medical Applications submission deadline 31 May 2027 | Viewed by 97 | 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)
Advances in Spatial Statistics and Spatial Data Science: Theory, Methods and Applications submission deadline 31 May 2027 | Viewed by 96 | 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 87 | 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)
Application of Mathematical Modeling, Simulation and Artificial Intelligence to Transportation Systems, 2nd Edition submission deadline 31 May 2027 | Viewed by 82 | 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)
Recent Advances in Mathematical and Computational Methods in Underground Engineering
edited by Zoran Gligorić
submission deadline 31 May 2027 | Viewed by 75 | 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)
Mathematical Optimization and Advanced Algorithms in Few-Shot and Zero-Shot Learning
edited by Yang Liu
submission deadline 31 May 2027 | Viewed by 65 | 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 60 | 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 56 | 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 49 | 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)
Modern Dynamical Systems and Applications
edited by David Becerra-Alonso
submission deadline 31 May 2027 | Viewed by 42 | 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)
Quantum Cryptography and Quantum Information: Latest Advances and Perspectives submission deadline 31 May 2027 | Viewed by 39 | 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)
Advances in Distributed Optimization and Learning Algorithms
edited by
submission deadline 31 May 2027 | Viewed by 26 | 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)
New Trends in Control Theory and Robust Control in Applied Mathematics and Engineering
edited by and Jiacheng He
submission deadline 31 May 2027 | Viewed by 7 | Submission Open
Keywords: Kalman filter; robotic localization; signal processing; robust filter
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Mathematical and AI Foundations for Robotics and Autonomous Systems
edited by Hui Wang and
submission deadline 31 May 2027 | Submission Open
Keywords: autonomous systems; multi-agent and swarm robotics; geometric state estimation; bayesian inference and probabilistic programming; physics-informed neural networks; optimal control; reinforcement learning; distributed optimization and consensus; representation learning; uncertainty quantification
(This special issue belongs to the Section E: Applied Mathematics)
Recent Advances in Quantum Information and Quantum Computing
edited by
submission deadline 1 Jun 2027 | 3 articles | Viewed by 3301 | Submission Open
Keywords: quantum algorithms; applications of quantum algorithms; hybrid quantum–classical algorithms; quantum artificial intelligence; quantum machine learning; applications of quantum machine learning; constructing quantum computer; quantum computing structure; quantum error correction; quantum error mitigation; quantum information theory; quantum key distribution
(This special issue belongs to the Section E4: Mathematical Physics)
Quality Management of Data and Statistical Process Monitoring
edited by Anan Tang and Jinsheng Sun
submission deadline 1 Jun 2027 | Viewed by 30 | 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 3949 | 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 2262 | 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 2121 | 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 919 | 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 303 | 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)
Advanced Control of Complex Dynamical Systems and Robotics with Applications, 2nd Edition
edited by Gang Wang, Qingdu Li and Hua Chen
submission deadline 20 Jun 2027 | 5 articles | Viewed by 5481 | Submission Open
Keywords: modelling and control of robotics; machine learning algorithms; complex systems and stability analysis; distributed control of multiagent system
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Optimization Problems: Methods and Applications
edited by
submission deadline 20 Jun 2027 | 1 articles | Viewed by 760 | 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)
Chaos Theory and Dynamical Systems, 2nd Edition submission deadline 20 Jun 2027 | Viewed by 748 | 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)
Machine Learning for Bioinformatics Algorithms and Statistical Modeling
edited by
submission deadline 20 Jun 2027 | Viewed by 513 | 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 21 | Submission Open
Keywords: complex systems; network science; AI for science; mathematical modeling
(This special issue belongs to the Section C2: Dynamical Systems)
Mathematical Models of Infectious Diseases and Immune Dynamics
edited by Guihong Fan
submission deadline 20 Jun 2027 | Viewed by 15 | Submission Open
Keywords: mathematical modeling; infectious disease modeling; epidemiological modeling; deterministic models; stochastic processes; dynamical systems; differential equations; agent-based modeling; network modeling
(This special issue belongs to the Section C2: Dynamical Systems)
Mathematical and Statistical Modeling for Spatial, Environmental, and Climate Data
edited by
submission deadline 20 Jun 2027 | Submission Open
Keywords: spatial statistics; spatiotemporal modeling; environmental modeling; climate data; geostatistics; GeoAI; uncertainty quantification; remote sensing; mathematical modeling; spatial machine learning
(This special issue belongs to the Section D: Statistics and Operational Research)
Advanced Methods, Modeling and Optimization for Financial Engineering and Risk Management
edited by Vesela Mihova and
submission deadline 30 Jun 2027 | 3 articles | Viewed by 20520 | Submission Open
Keywords: mathematics; statistical methods; mathematical modeling; time series analysis; optimization and control; quantitative finance; financial engineering; risk management; big data; computational mathematics
(This special issue belongs to the Section E5: Financial Mathematics)
New Trends in Differential Geometry and Geometric Analysis
edited by and Ljubica Velimirovic
submission deadline 30 Jun 2027 | 6 articles | Viewed by 6040 | Submission Open
Keywords: differential geometry; geometric analysis; infinitesimal deformations; curves and surfaces; manifolds; knots; shape and energy of geometric objects; Riemannian geometry and generalizations; minkowski spaces; dual spaces; geometric flows; geometric partial differential equations; minimal surfaces; variational methods; global analysis.
(This special issue belongs to the Section B: Geometry and Topology)
Mathematical Models in Mechanics and Engineering submission deadline 30 Jun 2027 | 4 articles | Viewed by 4743 | Submission Open
Keywords: mechanical engineering; structural and civil engineering; mechanics; mechanical problems; engineered structures; engineered systems; coupled mechanical systems; engineering problems; computational mechanics; structural dynamics; vibration analysis; mathematical, computational, and numerical methods
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Nonlinear Control Systems for Robotics and Automation submission deadline 30 Jun 2027 | 1 articles | Viewed by 4323 | Submission Open
Keywords: nonlinear control systems; robotics; automation; dynamical systems; uncertain systems; robust control; hybrid control systems
(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 3924 | 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 3629 | 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 | 5 articles | Viewed by 3065 | 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 1566 | 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 1504 | Submission Open
Keywords: queueing models; large-scale systems; complex networks; scalable models
(This special issue belongs to the Section D1: Probability and Statistics)
Evolutionary Algorithms and Mathematical Optimization with Applications
edited by and
submission deadline 30 Jun 2027 | 1 articles | Viewed by 1018 | Submission Open
Keywords: evolutionary computation; mathematical optimization; multi/many-objective optimization; decision making; combinatorial optimization; metaheuristics; data-driven optimization
(This special issue belongs to the Section E: Applied Mathematics)
New Advances in Statistical Machine Learning
edited by Haiyan Wang and
submission deadline 30 Jun 2027 | Viewed by 793 | 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)
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