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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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New Advances and Applications of Operational Research and Scheduling Theory
edited by Felipe F. Baesler
submission deadline 31 Dec 2026 | 2 articles | Viewed by 2842 | Submission Open
Keywords: operational research; scheduling theory; resource allocation; machine scheduling; workforce planning; vehicle routing; supply chain optimization; heuristics and metaheuristics; artificial intelligence in scheduling
(This special issue belongs to the Section D: Statistics and Operational Research)
Quantum Information, Cryptography and Computation
edited by , and Narn Yih Lee
submission deadline 31 Dec 2026 | 2 articles | Viewed by 2826 | Submission Open
Keywords: quantum algorithms and complexity theory; quantum cryptographic protocols and security models; quantum communications and networks; quantum error correction and fault-tolerant quantum computing; implementation and optimization of quantum circuits; quantum machine learning and artificial intelligence; applications of quantum computing in various scientific and engineering fields
(This special issue belongs to the Section E1: Mathematics and Computer Science)
High-Performance Advanced Control for Electromechanical and Hydraulic Systems submission deadline 31 Dec 2026 | 3 articles | Viewed by 2798 | Submission Open
Keywords: electromechanical control; hydraulic control; robot control; nonlinear control; adaptive control; robust control; disturbance rejection control; intelligent control; reinforcement learning control; neural network control; fuzzy control; fault diagnosis and fault-tolerant control; modeling, simulations and applications
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Statistical Modelling and Time Series Analysis: Theory and Multidisciplinary Application
edited by
submission deadline 31 Dec 2026 | 2 articles | Viewed by 2769 | Submission Open
Keywords: machine learning; statistical modeling; time series analysis; time series classification; forecasting; risk analysis; time-varying parameters; temporal data mining; signal processing; computational analysis
(This special issue belongs to the Section E: Applied Mathematics)
Data Analysis for Social Networks and Information Systems
edited by
submission deadline 31 Dec 2026 | 3 articles | Viewed by 2740 | Submission Open
Keywords: social network analysis; information systems; mathematical computing; algorithm design; graph theory; machine learning; community detection; network evolution; network dynamics; influence propagation; big data analytics; statistical methods
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advances in Computational Intelligence and Applications
edited by , Leyi Xiao and Yingjie Zhang
submission deadline 31 Dec 2026 | 2 articles | Viewed by 2596 | Submission Open
Keywords: artificial intelligence; intelligent optimization; swarm intelligence; tensor heterogeneous computing; fuzzy systems; artificial neural networks; machine learning; deep learning; reinforcement learning; data-driven optimization; intelligent transportation systems; pattern recognition; autonomous driving; traffic volume prediction; traffic signal control; railway intelligent scheduling algorithms; itinerary planning; social network analysis; community detection; network influence maximization; Internet of Things; smart healthcare
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematics and Simulation of Brain-Inspired Computing: From Dynamic Models to Visual Intelligence
edited by Ling Chen, Huaijie Zhu and
submission deadline 31 Dec 2026 | 4 articles | Viewed by 2578 | Submission Open
Keywords: memristor networks; nonlinear dynamics; neuromorphic computing; mathematical modeling; optimization theory; object recognition; stochastic learning; energy-efficient algorithms; hardware–software co-design; computer vision
(This special issue belongs to the Section C2: Dynamical Systems)
Mathematical Methods for Intelligent Robotic Control and Design
edited by and Erzhen Pan
submission deadline 31 Dec 2026 | 3 articles | Viewed by 2569 | Submission Open
Keywords: robot perception; artificial intelligence; visual perception; force sensor; robot control
(This special issue belongs to the Section E: Applied Mathematics)
Theory and Application of Algebraic Combinatorics, 2nd Edition
edited by , and Svetlana Topalova
submission deadline 31 Dec 2026 | 2 articles | Viewed by 2449 | Submission Open
Keywords: orthogonal arrays; parallelisms of finite projective space; finite structures and codes; arcs in projective geometries; Hjelmslev geometries; automorphism groups; codes over finite chain rings; symmetric and alternative polynomials; finitely generated algebras; young tableau; code division multiple access systems
Current Research in Biostatistics, 2nd Edition submission deadline 31 Dec 2026 | 1 articles | Viewed by 2353 | Submission Open
Keywords: diagnostic models; causal inference; computational biostatistics; measures of association; prognostic models
(This special issue belongs to the Section E3: Mathematical Biology)
Applied Mathematics in Fluid Mechanics and Flows
edited by Joaquín Zueco and
submission deadline 31 Dec 2026 | 2 articles | Viewed by 2351 | Submission Open
Keywords: Navier–Stokes equations; Euler equations; rotating flows; magnetohydrodynamics (MHD); thermophoretic transport; hypersonic flows; pulsatile flow dynamics; thermal radiation effects; advection–diffusion processes; geophysical fluid dynamics; ocean–atmosphere interaction; meteorological fluid flows; biofluid mechanics; micro- and nanofluidics; lubrication theory; porous media flows; plant–fluid interaction; magnetic squeeze film lubrication; computational fluid dynamics (CFD); deep learning in fluid mechanics; physics-informed neural networks (PINNs); nondimensional analysis; reduced-order modeling; high-fidelity simulations; stability and bifurcation analysis
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Intelligent Edge Computing: Algorithms, Security, and Artificial Intelligence-Driven Applications
edited by , Feifei Xu, and
submission deadline 31 Dec 2026 | 1 articles | Viewed by 2248 | Submission Open
Keywords: edge computing; AI-driven edge applications; Internet of Things; federated/distributed learning; cloud-edge service orchestration; edge-centric LLMs
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematical Methods in Artificial Intelligence for Image Processing
edited by Humberto de Jesús Ochoa Domínguez
submission deadline 31 Dec 2026 | 1 articles | Viewed by 2241 | Submission Open
Keywords: artificial intelligence; deep learning; convolutional neural networks; image processing; image detection and recognition; medical image processing; image reconstruction; pattern recognition
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Fuzzy Sets and Fuzzy Algebras
edited by Jean Bernard Nganou
submission deadline 31 Dec 2026 | 2 articles | Viewed by 2235 | Submission Open
Keywords: Boolean algebras; MV-algebras; BL-algebras; MTL-algebras; Gödel algebras; residuated lattices; circuit switching
(This special issue belongs to the Section A: Algebra and Logic)
Data-Driven Approaches for Big Data Analysis of Intelligent Transportation Systems
edited by
submission deadline 31 Dec 2026 | 3 articles | Viewed by 2234 | Submission Open
Keywords: intelligent transportation systems; traffic big data analysis; data-driven mathematical modeling; mathematical optimization for transportation; stochastic traffic flow modeling; machine learning for transportation; graph neural networks for traffic networks; traffic state estimation and prediction
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematical Foundations and Distributed Applications of Adaptive Signal Processing submission deadline 31 Dec 2026 | 1 articles | Viewed by 2080 | Submission Open
Keywords: adaptive signal processing; distributed optimization; mathematical foundations of ASP; wireless sensor networks; biomedical signal enhancement; robust adaptive algorithms; energy-efficient architectures
(This special issue belongs to the Section E: Applied Mathematics)
Advancing Mathematical Discovery and Reasoning with Large Language Models
edited by and
submission deadline 31 Dec 2026 | 2 articles | Viewed by 2041 | Submission Open
Keywords: mathematical reasoning; machine learning methodologies; symbolic-numeric computation; efficient artificial intelligence; automated theorem proving; mathematical AI; AI in education
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advances in Fuzzy Rough Sets and Intelligent Computing
edited by Wentao Li, and
submission deadline 31 Dec 2026 | 1 articles | Viewed by 1793 | Submission Open
Keywords: fuzzy rough sets; intelligent computing; machine learning; decision support systems; multi-criteria decision making
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Applications of Optimization Algorithms and Evolutionary Computation
edited by and Masoud Kaveh
submission deadline 31 Dec 2026 | 3 articles | Viewed by 1792 | Submission Open
Keywords: evolutionary computation; optimization algorithms; nature-inspired algorithms; metaheuristic optimization; mathematical modeling; convergence analysis; reinforcement learning; deep learning; transformer networks; generative adversarial networks; hybrid intelligence systems; intelligent optimization; multi-objective optimization; swarm intelligence; genetic algorithms; differential evolution; computational efficiency; internet of things; wireless communication systems; vehicular networks; healthcare analytics; geospatial information systems; smart environments; cyber-physical systems; energy-aware computing; high-dimensional optimization; decision-making under uncertainty
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advances in Meshless Methods and Their Applications
edited by , Chih-Yu Liu and
submission deadline 31 Dec 2026 | 2 articles | Viewed by 1748 | Submission Open
Keywords: meshless methods; strong form methods; method of fundamental solutions; Trefftz method; weak form methods; particle-based methods; hybrid meshless methods; machine learning-augmented meshless methods; multi-physics coupling; computational fluid mechanics; computational solid mechanics; large deformation & fracture; fluid-structure interaction; inverse problems; multi-scale modeling; biomedical engineering
(This special issue belongs to the Section E: Applied Mathematics)
Mathematics and Applications, 2nd Edition submission deadline 31 Dec 2026 | 1 articles | Viewed by 1626 | Submission Open
Keywords: engineering mathematics; mathematical biology; mathematics and computer science; network science; dynamical systems; computational and applied mathematics; fuzzy sets, systems and decision making; difference and differential equations; financial mathematics; mathematical physics; algebra and geometry; probability and statistics; functional interpolation
Trends and Prospects in Control and Dynamic Games
edited by Manuel Alejandro Jiménez-Lizárraga, and
submission deadline 31 Dec 2026 | 2 articles | Viewed by 1574 | Submission Open
Keywords: stochastic optimal control; robust optimal control; nonlinear dynamic games; stochastic games; game theory in economics; applications of game theory; time delay games; game over graphs; infinite-horizon deterministic and stochastic games; finite-horizon deterministic and stochastic games; random horizon deterministic and stochastic games; rolling horizon deterministic and stochastic games; mean-field game theory; robust games; games-against-nature
(This special issue belongs to the Section E: Applied Mathematics)
New Advances in Functional Analysis and PDEs
edited by and Jingshi Xu
submission deadline 31 Dec 2026 | 2 articles | Viewed by 1460 | Submission Open
Keywords: operator theory; calculus of variations; Hardy-Sobolev type inequalities; partial differential equations; function spaces; interpolation theory; Fourier analysis; spectral theory; geometry; potential theory
(This special issue belongs to the Section C: Mathematical Analysis)
Algorithmic Advances in Reinforcement Learning: Theory and Applications
edited by and Ke Li
submission deadline 31 Dec 2026 | 1 articles | Viewed by 1418 | Submission Open
Keywords: reinforcement learning; algorithmic advances; theory and convergence; exploration and exploitation; hierarchical learning; multi-agent systems; real-world applications
(This special issue belongs to the Section E: Applied Mathematics)
Numerical Methods for Linear PDEs and Applications
edited by and Hugo Leiva
submission deadline 31 Dec 2026 | 1 articles | Viewed by 1280 | Submission Open
Keywords: partial differential equations; numerical methods; fluid dynamics; stability and convergence; quantum computing; image processing; applied mathematics
(This special issue belongs to the Section C1: Difference and Differential Equations)
Data-Driven Models and Algorithms for Planning, Scheduling, and Optimizing Intelligent Systems
edited by Zubair Mohamed
submission deadline 31 Dec 2026 | 2 articles | Viewed by 1274 | Submission Open
Keywords: data-driven decision making; intelligent systems; planning and scheduling; optimization algorithms; machine learning for optimization; predictive and prescriptive analytics; real-time optimization; scheduling under uncertainty; hybrid models; simulation-based optimization; big data analytics; smart manufacturing; logistics and supply chain optimization; energy systems optimization; healthcare scheduling
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Intelligent Computing Methods for Medical Image Analysis and Computer Vision
edited by Guoli Song
submission deadline 31 Dec 2026 | 2 articles | Viewed by 1261 | Submission Open
Keywords: medical image analysis; computer vision in healthcare; deep learning for medical imaging; multimodal medical data fusion; AI-assisted diagnosis and intervention
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advances in Maxwell’s Equations: Overview, Applications and Relations with Other Foundational Equations of Theoretical Physics
edited by David Carfì
submission deadline 31 Dec 2026 | 1 articles | Viewed by 1250 | Submission Open
Keywords: Maxwell’s equations and classic electromagnetism; geometric methods in physics; functional analysis; schwartz distribution theory; schrödinger-type equations; mathematical physics; symmetry and conservation laws; generalized functions; electromagnetic and quantum wave theory; theoretical physics and quantum mechanics foundations
(This special issue belongs to the Section E4: Mathematical Physics)
Emerging Mathematical Methods in Data Science: Theory, Algorithms, and Applications
edited by
submission deadline 31 Dec 2026 | 1 articles | Viewed by 1213 | Submission Open
Keywords: randomized algorithms; statistical learning theory; optimization; topological data analysis; uncertainty quantification
(This special issue belongs to the Section E: Applied Mathematics)
Advances in Logistics and Supply Chain Management: Models, Methods and Applications
edited by and Liang Xu
submission deadline 31 Dec 2026 | 2 articles | Viewed by 1091 | Submission Open
Keywords: logistics and supply chain; decision making; mathematical modeling; optimization; data analytics; digital transformation; sustainability; artificial intelligence (AI)
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Complex Systems Modelling, Data Analysis, and Machine Learning with Applications
edited by Yanjiao Li
submission deadline 31 Dec 2026 | 1 articles | Viewed by 1043 | Submission Open
Keywords: complex systems; data analytics; machine learning; system modelling; optimization and control; multivariate analysis
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advanced Researches in Algebraic Geometry
edited by
submission deadline 31 Dec 2026 | 2 articles | Viewed by 1017 | Submission Open
Keywords: varieties; ideals; morphisms; divisors; schemes
(This special issue belongs to the Section B: Geometry and Topology)
Mathematical Methods for Economics, Finance and Actuarial Sciences
edited by
submission deadline 31 Dec 2026 | 1 articles | Viewed by 995 | Submission Open
Keywords: predictive data analysis for the insurance sector; decision trees and random forests applied to tourism; recommender systems; outlier detection; financial risk analysis via Monte Carlo simulations; constrained optimization problems; constraint satisfaction problems and solvers; metaheuristics for portfolio selection
(This special issue belongs to the Section E5: Financial Mathematics)
Stochastic Modelling and Optimization
edited by Jia Liu, Shen Peng and
submission deadline 31 Dec 2026 | 2 articles | Viewed by 966 | Submission Open
Keywords: stochastic modeling; stochastic optimization; robust optimization; distributionally robust optimization; dynamic programming; convex optimization; nonconvex optimization; data-driven optimization; machine learning; reinforcement learning
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Applied Mathematics in Modern Supply Chain and Logistics
edited by
submission deadline 31 Dec 2026 | 2 articles | Viewed by 955 | Submission Open
Keywords: sustainable supply chain; green supply chain; low-carbon supply chain; closed-loop supply chain; omni-channel supply chain; low-carbon logistics; supply chain agility; supply chain adaptability; dynamic supply chain alignment; supply chain resilience; mathematical logistics; game theory; contract design; information economy; marketing; big data; blockchain; artificial intelligence; platform economy; on-demand economy; sharing economy; digital economy; multiple-criteria decision-making
(This special issue belongs to the Section E5: Financial Mathematics)
Advances in Dynamical Systems, Differential Equations, and Their Applications, 2nd Edition
edited by and
submission deadline 31 Dec 2026 | Viewed by 953 | Submission Open
Keywords: iterative dynamics; ordinary differential equations; (evolutionary) partial differential equations; dynamical systems; applications to physics and other sciences
(This special issue belongs to the Section C1: Difference and Differential Equations)
Application of Machine Learning and Data Analysis in Personal Finance and Financial Services Industry
edited by
submission deadline 31 Dec 2026 | 1 articles | Viewed by 941 | Submission Open
Keywords: machine learning; artificial intelligence; data analysis; personal finance; financial services; natural language processing; pattern recognition; credit risk; financial planning; behavioral finance
(This special issue belongs to the Section E5: Financial Mathematics)
Advances in Control of Stochastic Dynamical Systems
edited by and Jun Cheng
submission deadline 31 Dec 2026 | 1 articles | Viewed by 932 | Submission Open
Keywords: stochastic control theory; stochastic dynamical systems; stochastic stability; robust optimization; adaptive control for stochastic systems; stochastic differential equations; machine learning in control
(This special issue belongs to the Section C2: Dynamical Systems)
Advances in Biostatistics and Bioinformatics
edited by and
submission deadline 31 Dec 2026 | 1 articles | Viewed by 927 | Submission Open
Keywords: biostatistics; bioinformatics; machine learning; deep learning; statistical learning; data mining; genomic data analysis; epidemiology; personalized medicine; public health; statistical methods and AI in medical research; statistical methods and AI in epidemiology
(This special issue belongs to the Section D1: Probability and Statistics)
Advances in Graph Computing: Algorithms and Applications
edited by Rong Yin, Can Ma and Weiping Wang
submission deadline 31 Dec 2026 | 1 articles | Viewed by 883 | Submission Open
Keywords: graph algorithms and combinatorial optimization; spectral, algebraic, and topological methods for graph analysis; scalable and distributed graph processing; graph representation learning and graph neural networks; applications of graph computing in the natural sciences (e.g., biology, chemistry); applications of graph computing in industry (e.g., advertising, recommender systems); applications of graph computing in the social sciences (e.g., social networks, information diffusion)
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Numerical Methods and Applications in Fluid Mechanics submission deadline 31 Dec 2026 | 1 articles | Viewed by 876 | Submission Open
Keywords: computational fluid dynamics (CFD); turbulence modeling; multiphase flow; numerical schemes; alternative numerical methods for fluid flow modelling; adaptive mesh refinement; high-performance computing; numerical stability and accuracy
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Mathematical Models in Sociology: Dynamics, Networks, and Decision Processes
edited by
submission deadline 31 Dec 2026 | 1 articles | Viewed by 865 | Submission Open
Keywords: mathematical sociology; opinion dynamics; social network analysis; decision processes; social contagion; polarization; agent-based modeling; stochastic processes; computational social science
(This special issue belongs to the Section E: Applied Mathematics)
Applied Mathematical Modeling, System Identification, and Advanced Control for Complex Engineering Systems
edited by and Yawen Mao
submission deadline 31 Dec 2026 | 2 articles | Viewed by 855 | Submission Open
Keywords: mathematical modeling; system identification; nonlinear systems; multivariable systems; model predictive control; distributed estimation; reinforcement learning; data-driven control; industrial applications; complex engineering systems
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Advances in Mathematical Control and Intelligent Systems
edited by
submission deadline 31 Dec 2026 | 1 articles | Viewed by 852 | Submission Open
Keywords: intelligent control systems; learning-based control; intelligent optimal control; data-driven control; artificial intelligence; reinforcement learning; deep learning; safe learning; robust control; neural network control; physics-informed control
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Computational Statistics and Applications for High-Dimensional Data Analysis
edited by and
submission deadline 31 Dec 2026 | 1 articles | Viewed by 842 | Submission Open
Keywords: statistical computing; statistical modeling; computational algorithms; data visualization and modeling; interdisciplinary applications; variable selection; feature screening; Bayesian applications; spatial–temporal analysis; machine learning
(This special issue belongs to the Section D1: Probability and Statistics)
Advances in Optimization Algorithms and Applications, 2nd Edition
edited by Heming Jia
submission deadline 31 Dec 2026 | 2 articles | Viewed by 831 | Submission Open
Keywords: bio-inspired optimization algorithms; optimization algorithms; meta-heuristics; swarm intelligence; engineering applications; engineering design problems; real-world applications; feature selection; image segmentation; constraint handling; benchmarks; novel approaches; complicated optimization problems; industrial problems
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Optimization and Control of Complex Engineering Systems: Mathematical Approaches
edited by and
submission deadline 31 Dec 2026 | 1 articles | Viewed by 790 | Submission Open
Keywords: optimization under uncertainty; stochastic control; robust control; model predictive control; nonlinear dynamical systems; fractional-order systems; differential equations; numerical analysis; convergence analysis; stability theory; data-driven modeling; Koopman operator theory; safe reinforcement learning; multi-agent systems; cyber–physical systems; machine learning
(This special issue belongs to the Section E: Applied Mathematics)
Advanced Mathematical and Statistical Methods for Modern Data Science and Scientific Machine Learning
edited by and
submission deadline 31 Dec 2026 | 1 articles | Viewed by 778 | Submission Open
Keywords: artificial intelligence; approximation theory; bayesian inference; bioinformatics; computational inference; data science; high-dimensional probability; large language models; MCMC; multiple testing; probabilistic modeling; scientific machine learning; statistical computing
(This special issue belongs to the Section D1: Probability and Statistics)
Nonlinear Aerospace Techniques and Their Applications
edited by and
submission deadline 31 Dec 2026 | 1 articles | Viewed by 734 | Submission Open
Keywords: aerospace system; nonlinear dynamics and control; nonlinear optimization; mission scheduling; trajectory planning; satellite constellation; UAV swarm coordination; nonlinear state estimation; orbital mechanics
(This special issue belongs to the Section C2: Dynamical Systems)
Mathematics Methods in Quantum Mechanics and Quantum Information submission deadline 31 Dec 2026 | 1 articles | Viewed by 710 | Submission Open
Keywords: quantum mechanics; quantum information; quantum channels; entanglement; nonlocality; open quantum systems; Lindblad dynamics; quantum control; quantum estimation; tensor networks; quantum computing; quantum communication; quantum repeater; uncertainty relations
(This special issue belongs to the Section E4: Mathematical Physics)
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