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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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Current Research in Biostatistics, 2nd Edition submission deadline 31 Dec 2026 | 1 articles | Viewed by 2111 | Submission Open
Keywords: diagnostic models; causal inference; computational biostatistics; measures of association; prognostic models
(This special issue belongs to the Section E3: Mathematical Biology)
Research on Mathematical Modeling and Prediction of Financial Risks
edited by Chao Liang
submission deadline 31 Dec 2026 | 2 articles | Viewed by 2077 | Submission Open
Keywords: mathematics and economics; volatility forecasting analysis; advanced option pricing models; sentiment analysis and text mining; credit risk and portfolio optimization modeling; time series analysis combined with machine learning modeling; statistical inference: construction of financial models and derivation of their properties; interest rate modeling: new approaches to modeling the term structure of interest rates; incorporating market microstructure and macroeconomic factors; high-frequency data analysis: statistical and econometric methods for analyzing high-frequency financial data; capturing intraday patterns and market microstructure effects; numerical methods for financial models: development and implementation of efficient numerical methods for solving complex financial models; including finite difference methods; Monte Carlo simulations; and Fourier transform techniques
(This special issue belongs to the Section E5: Financial Mathematics)
Advances in Operator Theory and Nonlinear Evolution Equations
edited by
submission deadline 31 Dec 2026 | 4 articles | Viewed by 2064 | Submission Open
Keywords: operator theory; nonlinear semigroup; operator algebra; Riesz-Dunford integral; resolvent approximation; logarithmic representation
(This special issue belongs to the Section C: Mathematical Analysis)
Data Analysis for Social Networks and Information Systems
edited by
submission deadline 31 Dec 2026 | 2 articles | Viewed by 2035 | 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)
Mathematical Methods in Artificial Intelligence for Image Processing
edited by Humberto de Jesús Ochoa Domínguez
submission deadline 31 Dec 2026 | 1 articles | Viewed by 1983 | 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)
Mathematical Methods for Intelligent Robotic Control and Design
edited by and Erzhen Pan
submission deadline 31 Dec 2026 | 3 articles | Viewed by 1908 | Submission Open
Keywords: robot perception; artificial intelligence; visual perception; force sensor; robot control
(This special issue belongs to the Section E: Applied Mathematics)
Advances in Computational Intelligence and Applications
edited by , Leyi Xiao and Yingjie Zhang
submission deadline 31 Dec 2026 | 2 articles | Viewed by 1905 | 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)
Theory and Application of Algebraic Combinatorics, 2nd Edition
edited by , and Svetlana Topalova
submission deadline 31 Dec 2026 | 2 articles | Viewed by 1831 | 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
Fuzzy Sets and Fuzzy Algebras
edited by Jean Bernard Nganou
submission deadline 31 Dec 2026 | 2 articles | Viewed by 1756 | Submission Open
Keywords: Boolean algebras; MV-algebras; BL-algebras; MTL-algebras; Gö del algebras; residuated lattices; circuit switching
(This special issue belongs to the Section A: Algebra and Logic)
Mathematical Foundations and Distributed Applications of Adaptive Signal Processing submission deadline 31 Dec 2026 | 1 articles | Viewed by 1723 | 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)
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 | 3 articles | Viewed by 1689 | 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)
Intelligent Edge Computing: Algorithms, Security, and Artificial Intelligence-Driven Applications
edited by , Feifei Xu, and
submission deadline 31 Dec 2026 | 1 articles | Viewed by 1648 | 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)
Applied Mathematics in Fluid Mechanics and Flows
edited by Joaquín Zueco and Joaquín Solano
submission deadline 31 Dec 2026 | 2 articles | Viewed by 1620 | 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)
Advances in Fuzzy Rough Sets and Intelligent Computing
edited by Wentao Li, and
submission deadline 31 Dec 2026 | 1 articles | Viewed by 1556 | 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)
Advances in Meshless Methods and Their Applications
edited by , Chih-Yu Liu and
submission deadline 31 Dec 2026 | 2 articles | Viewed by 1272 | 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)
Data-Driven Approaches for Big Data Analysis of Intelligent Transportation Systems
edited by
submission deadline 31 Dec 2026 | 1 articles | Viewed by 1237 | 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)
Numerical Methods for Linear PDEs and Applications
edited by and Hugo Leiva
submission deadline 31 Dec 2026 | 1 articles | Viewed by 1008 | 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)
Mathematics and Applications, 2nd Edition submission deadline 31 Dec 2026 | 1 articles | Viewed by 967 | 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
Advancing Mathematical Discovery and Reasoning with Large Language Models
edited by and
submission deadline 31 Dec 2026 | 2 articles | Viewed by 945 | 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)
Algorithmic Advances in Reinforcement Learning: Theory and Applications
edited by and Ke Li
submission deadline 31 Dec 2026 | 1 articles | Viewed by 945 | 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)
Emerging Mathematical Methods in Data Science: Theory, Algorithms, and Applications
edited by
submission deadline 31 Dec 2026 | 1 articles | Viewed by 878 | Submission Open
Keywords: randomized algorithms; statistical learning theory; optimization; topological data analysis; uncertainty quantification
(This special issue belongs to the Section E: Applied Mathematics)
Applications of Optimization Algorithms and Evolutionary Computation
edited by and Masoud Kaveh
submission deadline 31 Dec 2026 | 1 articles | Viewed by 858 | 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)
Complex Systems Modelling, Data Analysis, and Machine Learning with Applications
edited by Yanjiao Li
submission deadline 31 Dec 2026 | 1 articles | Viewed by 784 | 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)
Trends and Prospects in Control and Dynamic Games
edited by Manuel Alejandro Jiménez-Lizárraga, and
submission deadline 31 Dec 2026 | 2 articles | Viewed by 757 | 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)
Advances in Control of Stochastic Dynamical Systems
edited by and Jun Cheng
submission deadline 31 Dec 2026 | 1 articles | Viewed by 717 | 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)
New Advances in Functional Analysis and PDEs
edited by and Jingshi Xu
submission deadline 31 Dec 2026 | 1 articles | Viewed by 700 | 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)
Mathematical Methods for Economics, Finance and Actuarial Sciences
edited by
submission deadline 31 Dec 2026 | 1 articles | Viewed by 649 | 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)
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 583 | Submission Open
Keywords: Maxwell’ s equations and classic electromagnetism; geometric methods in physics; functional analysis; schwartz distribution theory; schrö dinger-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)
Computational Statistics and Applications for High-Dimensional Data Analysis
edited by and
submission deadline 31 Dec 2026 | 1 articles | Viewed by 562 | 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)
Optimization and Control of Complex Engineering Systems: Mathematical Approaches
edited by and
submission deadline 31 Dec 2026 | 1 articles | Viewed by 562 | 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)
Data-Driven Models and Algorithms for Planning, Scheduling, and Optimizing Intelligent Systems
edited by Zubair Mohamed
submission deadline 31 Dec 2026 | 1 articles | Viewed by 530 | 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)
Numerical Methods and Applications in Fluid Mechanics submission deadline 31 Dec 2026 | 1 articles | Viewed by 514 | 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)
Stochastic Modelling and Optimization
edited by Jia Liu, Shen Peng and
submission deadline 31 Dec 2026 | Viewed by 472 | 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)
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 462 | 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)
Intelligent Computing Methods for Medical Image Analysis and Computer Vision
edited by Guoli Song
submission deadline 31 Dec 2026 | 1 articles | Viewed by 454 | 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 Mathematical Approaches with Applications in Multicriteria Decision-Making submission deadline 31 Dec 2026 | Viewed by 453 | Submission Open
Keywords: multicriteria decision-making; fuzzy decision-making; decision-support systems; artificial intelligence in decision-making; multiobjective optimization
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Advances in Logistics and Supply Chain Management: Models, Methods and Applications
edited by and Liang Xu
submission deadline 31 Dec 2026 | 1 articles | Viewed by 448 | 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)
Advances in Flight Dynamics Modeling and Control
edited by Haifei Wang
submission deadline 31 Dec 2026 | Viewed by 446 | Submission Open
Keywords: flight dynamics; nonlinear dynamics; control method; rotor dynamics; signal processing
(This special issue belongs to the Section C2: Dynamical Systems)
Nonlinear Aerospace Techniques and Their Applications
edited by and
submission deadline 31 Dec 2026 | 1 articles | Viewed by 434 | 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)
Embodied Intelligence: Continuous Learning Algorithms and Applications
edited by
submission deadline 31 Dec 2026 | Viewed by 432 | Submission Open
Keywords: deep learning; robotics; vision and language; artificial intelligence; continuous learning
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Multi-Objective Decision and Control Systems
edited by , Isaac O. Osunmakinde and Olugbenga Moses Anubi
submission deadline 31 Dec 2026 | Viewed by 423 | Submission Open
Keywords: multi-objective decision making; analytical methods; numerical methods; multi-objective optimisation methods; management processes; control systems in decision making; multi-constrained systems; multilayered decision processes; decision support modelling
(This special issue belongs to the Section E: Applied Mathematics)
Advanced Researches in Algebraic Geometry
edited by
submission deadline 31 Dec 2026 | 1 articles | Viewed by 421 | Submission Open
Keywords: varieties; ideals; morphisms; divisors; schemes
(This special issue belongs to the Section B: Geometry and Topology)
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 400 | 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)
Mathematics Methods in Quantum Mechanics and Quantum Information submission deadline 31 Dec 2026 | 1 articles | Viewed by 384 | 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)
Mathematical Models in Sociology: Dynamics, Networks, and Decision Processes
edited by
submission deadline 31 Dec 2026 | Viewed by 352 | 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 Mathematics in Modern Supply Chain and Logistics
edited by
submission deadline 31 Dec 2026 | 1 articles | Viewed by 352 | 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 Mathematical Control and Intelligent Systems
edited by
submission deadline 31 Dec 2026 | Viewed by 327 | 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)
Advances in Biostatistics and Bioinformatics
edited by and
submission deadline 31 Dec 2026 | Viewed by 308 | 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 Mathematical Modelling and Analytics for Supply Chain Management submission deadline 31 Dec 2026 | Viewed by 301 | Submission Open
Keywords: optimization under uncertainty; sustainable logistics and supply chains; performance measurement; supply chain resilience; efficiency-resilience trade-off
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Advanced Mathematical and Statistical Methods for Modern Data Science and Scientific Machine Learning
edited by and
submission deadline 31 Dec 2026 | Viewed by 282 | 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)
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