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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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Recent Developments in Statistical Signal Processing and Its Applications
edited by
submission deadline 30 Jun 2027 | 1 articles | Viewed by 4405 | Submission Open
Keywords: advanced signal processing theories; multi-sensor information fusion; distributed state estimation; robust state estimation; adaptive state estimation; cyber attack detection and estimation; advanced signal processing applications; integrated navigation; cooperative navigation; simultaneous localization and mapping (SLAM); all-source navigation; unmanned system navigation
(This special issue belongs to the Section E: Applied Mathematics)
Advances in Mathematical Cryptography and Information Security with Applications
edited by
submission deadline 30 Jun 2027 | 3 articles | Viewed by 4071 | 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)
Mathematics Applied in Rock Mechanics and Mining Science
edited by
submission deadline 30 Jun 2027 | 6 articles | Viewed by 4010 | 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)
Advanced Filtering and Control Methods for Stochastic Systems
edited by Fan Wang and
submission deadline 30 Jun 2027 | 7 articles | Viewed by 3762 | Submission Open
Keywords: stochastic systems; networked control systems; Kalman filter and variants; robust control; H-infinity filtering; stochastic optimal control; model predictive control; data-driven estimation; machine learning in control; distributed filtering; fault detection and diagnosis
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Multi-Objective Optimizations and Their Applications
edited by , Jie Tian and
submission deadline 30 Jun 2027 | 2 articles | Viewed by 3694 | 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)
Evolutionary Computation, Optimization, and Their Applications
edited by , Bingchuan Wang, Zhiming Dong and Shaolong Shi
submission deadline 30 Jun 2027 | 1 articles | Viewed by 2012 | Submission Open
Keywords: evolutionary computation; optimization algorithms; multiobjective optimization; large-scale systems; AI-driven applications
(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 | 2 articles | Viewed by 1660 | 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 | 2 articles | Viewed by 1639 | Submission Open
Keywords: queueing models; large-scale systems; complex networks; scalable models
(This special issue belongs to the Section D1: Probability and Statistics)
Advances in Computational Structural Engineering and Computational Mathematics
edited by and
submission deadline 30 Jun 2027 | Viewed by 1180 | Submission Open
Keywords: computational structural analysis; numerical methods in engineering; algorithmic design; structural optimization; computational fluid dynamics (CFD); data-driven modelling in engineering; machine learning applications in structural engineering; finite element analysis (FEA); high-performance computational engineering; mathematical modelling in civil engineering; stochastic models for structural engineering; nonlinear dynamics in structural systems; computational geomechanics; high-performance computing for simulations; structural dynamics; structural health monitoring
(This special issue belongs to the Section E: Applied Mathematics)
Evolutionary Algorithms and Mathematical Optimization with Applications
edited by and
submission deadline 30 Jun 2027 | 1 articles | Viewed by 1051 | 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 824 | 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)
Development and Revision of Mathematical Models in Nonlocal Elasticity submission deadline 30 Jun 2027 | Viewed by 663 | Submission Open
Keywords: nonlocal elasticity; boundary value problems; waves; multiphysics; asymptotic
(This special issue belongs to the Section E: Applied Mathematics)
Classical and Intelligent Approaches for the Optimization, Control, and Modeling of Dynamic Systems submission deadline 30 Jun 2027 | 1 articles | Viewed by 609 | Submission Open
Keywords: machine learning in engineering; classical optimization techniques; optimal control and decision making; data-driven and physics-informed modeling; intelligent engineering systems; evolutionary and metaheuristic algorithms; reinforcement learning for autonomous systems; robotics and mechatronics optimization; intelligent monitoring and predictive maintenance; computational intelligence in industrial applications
(This special issue belongs to the Section C2: Dynamical Systems)
Game and Decision Theory Applied to Business, Economy and Finance, 2nd Edition
edited by
submission deadline 30 Jun 2027 | Viewed by 522 | 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)
Computational and Mathematical Methods in Information Science and Engineering, 3rd Edition submission deadline 30 Jun 2027 | Viewed by 516 | Submission Open
Keywords: computational intelligence; mathematical modeling; high-dimensional data analytics; explainable AI; statistical learning physics-informed neural networks text/document analysis; optimization; complex networks; social network; software defects detection; information theory; information security and cryptography; information systems; recommendation systems; intelligent logistics; intelligent energy management; intelligent tourism
(This special issue belongs to the Section E: Applied Mathematics)
Advances in Signal Processing and Machine Learning: Theory, Algorithms, and Applications
edited by Shuxue Ding
submission deadline 30 Jun 2027 | Viewed by 480 | Submission Open
Keywords: signal processing and time-series analysis; machine learning and deep learning; cross-modal learning and LLM; interpretable AI; integrated sensing and processing; next-generation communications; biomedical signal analysis; audio and speech processing; remote sensing
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematical Theories and Methods of Machine Learning
edited by
submission deadline 30 Jun 2027 | Viewed by 459 | 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)
Connections Between Operational Research and Decision Processes submission deadline 30 Jun 2027 | Viewed by 439 | Submission Open
Keywords: operational research; decision processes; multi-criteria decision analysis; game theory; fuzzy and stochastic models
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Applications of Statistical Methods in Operations Research
edited by Elena Almaraz Luengo
submission deadline 30 Jun 2027 | Viewed by 387 | Submission Open
Keywords: probability; statistics; operations research; security; statistical methods; causal inference; missing data; order statistics; encryption and encoding
(This special issue belongs to the Section D: Statistics and Operational Research)
Optimization and Control of Multi-Agent Systems: Theory and Applications submission deadline 30 Jun 2027 | Viewed by 133 | Submission Open
Keywords: multi-agent systems; distributed control; distributed optimization; cooperative control; consensus algorithms; networked systems; graph theory; dynamical systems; decentralized decision-making; game theory; swarm intelligence; autonomous systems; formation control; stability analysis; robust control; adaptive control; optimization algorithms; cyber-physical systems
(This special issue belongs to the Section E: Applied Mathematics)
Advances in Nonlinear Systems: Modeling, Simulation, and Computation
edited by Eric W. Weisel, C. Donald Combs and
submission deadline 30 Jun 2027 | Viewed by 116 | Submission Open
Keywords: modeling and analysis of nonlinear systems; numerical methods and computational techniques; medical and healthcare simulation applications; cross-domain and methodological contributions
(This special issue belongs to the Section E: Applied Mathematics)
Mathematical Models, Algorithms and Optimization for Artificial Intelligence and Intelligent Information Systems
edited by Tammar Shrot and Lior Aronshtam
submission deadline 30 Jun 2027 | Viewed by 75 | Submission Open
Keywords: artificial intelligence; intelligent information systems; mathematical modeling; algorithms; optimization; operations research; graph theory; computational intelligence; machine learning; decision support systems; multi-agent systems; explainable AI; intelligent transportation systems; computational social choice; blockchain
(This special issue belongs to the Section E: Applied Mathematics)
Artificial Intelligence in Spatial Statistics and Geostatistics: Foundations and Applications
edited by
submission deadline 30 Jun 2027 | Viewed by 75 | Submission Open
Keywords: spatial machine learning; spatial covariance modeling; kriging; Gaussian processes; graph neural networks; spatiotemporal modeling; spatial cross-validation; uncertainty quantification
(This special issue belongs to the Section D1: Probability and Statistics)
Swarm Intelligence and Optimization: Algorithms, Innovations, and Real-World Applications
edited by Qinwei Fan
submission deadline 30 Jun 2027 | Viewed by 70 | Submission Open
Keywords: swarm intelligence; metaheuristic optimization; swarm-based algorithm; machine learning; sparse optimization; real world applications
(This special issue belongs to the Section E: Applied Mathematics)
Applications of Novel Statistical Methods and Machine Learning
edited by and
submission deadline 30 Jun 2027 | Viewed by 69 | Submission Open
Keywords: statistical learning; machine learning; high-dimensional statistics; large-sample inference; multiple testing; statistical calibration; uncertainty quantification; scalable algorithms; trustworthy artificial intelligence; reproducible research
(This special issue belongs to the Section D1: Probability and Statistics)
Emerging Artificial Intelligence for Industrial Applications
edited by Jinwoo Song
submission deadline 30 Jun 2027 | Viewed by 59 | Submission Open
Keywords: artificial intelligence; industrial AI; machine learning; deep learning; generative AI; large language models; AI agents; physical AI; prognostics and health management; physics-informed AI
(This special issue belongs to the Section E: Applied Mathematics)
Intelligent Optimization for Communication, Computing, and Networked Systems
edited by
submission deadline 30 Jun 2027 | Viewed by 55 | Submission Open
Keywords: intelligent optimization; intelligent communication and networked systems; edge/cloud computing; hardware accelerators; learning-based optimization; resource allocation and scheduling; hardware–software co-design
(This special issue belongs to the Section E: Applied Mathematics)
Functional Data Analysis: From Statistical Methods to Modern Machine Learning
edited by
submission deadline 30 Jun 2027 | Viewed by 52 | Submission Open
Keywords: functional data analysis; statistical modelling; machine learning; statistical learning; functional time series; deep learning
(This special issue belongs to the Section D1: Probability and Statistics)
Combinatorics and Graph Theory: Advances and Applications
edited by
submission deadline 30 Jun 2027 | Viewed by 52 | Submission Open
Keywords: combinatorics; graph theory; domination in graphs; domination parameters; domination polynomials; locating-dominating sets; graph products; structural graph theory; extremal graph theory; graph invariants; chemical graph theory; molecular graphs; topological indices; molecular descriptors; spectral graph theory; graph algorithms; computational complexity; combinatorial optimization; QSPR/QSAR
(This special issue belongs to the Section B: Geometry and Topology)
Advances in Artificial Intelligence: Models, Optimization, and Machine Learning, 4th Edition submission deadline 30 Jun 2027 | Viewed by 52 | Submission Open
Keywords: deep learning; machine learning; generative AI; reasoning models; LLM agents; reinforcement learning; optimization algorithms; explainable AI; multimodal learning; autonomous driving; probabilistic models
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Computational Methods and Applications in Signal Processing
edited by Gonzalo Duchen, and
submission deadline 30 Jun 2027 | Viewed by 51 | Submission Open
Keywords: signal processing architectures for DSP; FPGA; optimal algorithms; signal processing applications; security; voice, image and video processing
(This special issue belongs to the Section E: Applied Mathematics)
Mathematical Methods and Models in Applied Informatics
edited by
submission deadline 30 Jun 2027 | Viewed by 50 | Submission Open
Keywords: artificial intelligence; business analytics; data analysis; decision systems; high-performance computing; learning management systems; machine learning; natural language processing; robotic autonomy
(This special issue belongs to the Section E: Applied Mathematics)
Applications of Mathematical Techniques in Data Science
edited by and Hongwei Zhang
submission deadline 30 Jun 2027 | Viewed by 45 | Submission Open
Keywords: mathematics; data Science; optimization; statistics; trustworthy AI
(This special issue belongs to the Section E: Applied Mathematics)
Advances in Operator Algebras and Functional Analysis
edited by Stefan Ivković
submission deadline 30 Jun 2027 | Viewed by 44 | Submission Open
Keywords: operator algebras; Fredholm theory and spectral theory; representation theory; noncommutative integration; Hilbert and Banach C*-modules
(This special issue belongs to the Section A: Algebra and Logic)
Deep Neural Network Approximation Theory for Stochastic Dynamics
edited by Diyora Salimova
submission deadline 30 Jun 2027 | Viewed by 37 | Submission Open
Keywords: deep neural networks; approximation theory; stochastic dynamics; stochastic differential equations; stochastic partial differential equations; high-dimensional approximation; neural operators; error analysis; stochastic control; uncertainty quantification
(This special issue belongs to the Section C2: Dynamical Systems)
Application of Multivariate Statistics and Data Analysis submission deadline 30 Jun 2027 | Viewed by 36 | Submission Open
Keywords: cluster analysis and classification; dimensionality reduction techniques; multivariate regression and correlation; multivariate statistical methods; multivariate statistical software; multivariate time series analysis; tensor-based data analysis
(This special issue belongs to the Section E: Applied Mathematics)
Applied Mathematics in Electrical Engineering submission deadline 30 Jun 2027 | Viewed by 35 | Submission Open
Keywords: electric motors; generators; transformers; shunt reactors; high voltage cables; actuators; grounding systems; magnetic measurements; eddy currents; thermal computations; surge wave distribution; finite element method (FEM); boundary element method (BEM); hybrid numerical schemes and multi-physics coupling; heuristic and deterministic optimization algorithms; multi-objective design optimization; inverse problem formulations; surrogate modeling; transient analysis; electric breakdown phenomena modeling; insulation aging prediction models; advanced diagnostic modeling; advanced mathematical formulations for non-linear hysteresis; core loss prediction algorithms
(This special issue belongs to the Section E: Applied Mathematics)
Evolutionary Algorithms and Application Models
edited by
submission deadline 30 Jun 2027 | Viewed by 31 | Submission Open
Keywords: evolutionary algorithm; evolutionary computing; genetic algorithms; genetic programming; differential evolution; particle swarm optimization; multi-objective optimization
(This special issue belongs to the Section E: Applied Mathematics)
Real-World Application of Combinatorial Optimization Techniques
edited by and
submission deadline 30 Jun 2027 | Viewed by 31 | Submission Open
Keywords: combinatorial optimization; real-world applications; data-driven optimization; hybrid optimization and learning; LLM-driven algorithm design; intelligent decision making
(This special issue belongs to the Section E: Applied Mathematics)
Soft Computing and Fuzzy Mathematics: New Advances and Applications, 2nd Edition
edited by Nebojša Ralević
submission deadline 30 Jun 2027 | Viewed by 27 | Submission Open
Keywords: fuzzy metric and topological spaces; fixed point theory; image analysis and digital and computational geometry and topology; fuzzy and crisp shape recognition and analysis; uncertainty in geometries
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Mathematical Optimization and Intelligent Technologies for Project and Organizational Management
edited by Meichuan Cheng and Alexis P. I. Goh
submission deadline 30 Jun 2027 | Viewed by 23 | Submission Open
Keywords: mathematical optimization for project management; resource allocation and scheduling optimization; stochastic and robust optimization under uncertainty; multi-objective and multi-criteria decision-making; AI-driven decision support systems; queuing and simulation models for IT operations; IT governance and service management; mathematical models for e-learning and computer-assisted training; human–AI collaboration; digital transformation in organizational management
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Variational Approaches to Nonlinear, Nonlocal and Singular Elliptic Problems
edited by
submission deadline 30 Jun 2027 | Viewed by 22 | Submission Open
Keywords: variational methods; nonlinear elliptic equations; normalized solutions; nonlinear Schrödinger equations; nonlocal operators; point interactions; Born–Infeld operator
(This special issue belongs to the Section C1: Difference and Differential Equations)
Mathematical Foundations and Applications of Modern Machine Learning: From Neural Networks to Foundation Models and LLMs submission deadline 30 Jun 2027 | Viewed by 22 | Submission Open
Keywords: machine learning; deep learning; transformers; foundation models; large language models; explainable AI
(This special issue belongs to the Section E1: Mathematics and Computer Science)
High-Dimensional Statistics and Machine Learning for Biomedical Data
edited by
submission deadline 30 Jun 2027 | Viewed by 19 | Submission Open
Keywords: high-dimensional statistics; machine learning; biomedical data
(This special issue belongs to the Section D: Statistics and Operational Research)
Recent Advances in Algebraic Structures and Applications submission deadline 30 Jun 2027 | Viewed by 18 | Submission Open
Keywords: algebraic structures; group theory; ring theory; module theory; algebra theory; semigroups; lattices; representation theory; homological algebra; non-associative algebras; Lie algebras; universal algebra; computational algebra; algebraic applications; coding theory; cryptography; mathematical physics; combinatorics; number theory
(This special issue belongs to the Section A: Algebra and Logic)
AI-Driven Computational Modeling and Optimization for Operations Research and Supply Chain Management
edited by
submission deadline 30 Jun 2027 | Viewed by 16 | Submission Open
Keywords: artificial intelligence (AI); hybrid AI–operations research; computational intelligence; supply chain analytics; large language models (LLMs); agentic AI
(This special issue belongs to the Section E: Applied Mathematics)
Advances in Multi-Asset Portfolio Allocation and Risk-Return Optimization submission deadline 30 Jun 2027 | Viewed by 15 | Submission Open
Keywords: stochastic and robust optimization; AI-augmented investing; dynamic allocation; asset-liability management; alternative risk measures; dependence and tail-risk modeling; empirical portfolio strategies; trigonometric tests of portfolio efficiency
(This special issue belongs to the Section E5: Financial Mathematics)
Nonlinear Ordinary and Fractional Boundary Value Problems: Solution Structure, Bifurcation, and Reliable Computation submission deadline 30 Jun 2027 | Viewed by 14 | Submission Open
Keywords: nonlinear boundary value problems; ordinary differential equations; fractional differential equations; nonlocal boundary conditions; solution multiplicity; bifurcation; stability; fixed-point theory; topological degree; reliable numerical computation
(This special issue belongs to the Section C1: Difference and Differential Equations)
Complex Dynamical Networks and Chaotic Systems
edited by Hanlin Sun and Lorenzo Cirigliano
submission deadline 1 Jul 2027 | 1 articles | Viewed by 684 | Submission Open
Keywords: complex dynamical networks; dynamics on networks; critical phenomena on networks; higher-order networks, hypergraphs, simplicial complexes; multilayer networks; epidemic spreading model, information diffusion, opinion dynamics; neural networks; ecosystem dynamics
(This special issue belongs to the Section C2: Dynamical Systems)
Modeling and Control in Vibrational and Structural Dynamics submission deadline 10 Jul 2027 | 3 articles | Viewed by 2332 | Submission Open
Keywords: modeling and control in vibrational and structural dynamics; active sound and vibration control; classical/numerical methods for studying dynamic systems; soil–structure, structural–acoustic, and fluid–structural interactions; stability and bifurcation analyses; linear/nonlinear beams, arches, cables, plates, and shells; active and passive control; sensor and actuator; experimental studies and measurement techniques; vibration isolation; optimization for a structural problem; harmonic balance method, perturbation method, method of multiple scales; nonlinear oscillator
(This special issue belongs to the Section E4: Mathematical Physics)
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