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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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Crowdsourcing Learning: Theories, Algorithms, and Applications
edited by , Jiyi Li and Chaoqun Li
submission deadline 31 Jan 2026 | 1 articles | Viewed by 1312 | Submission Open
Keywords: crowdsourcing learning; label completion; label integration; noise correction; model correction
(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 Jan 2026 | 1 articles | Viewed by 1277 | 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)
Advanced Computational Intelligence for Complex Problems
edited by
submission deadline 31 Jan 2026 | 1 articles | Viewed by 1261 | Submission Open
Keywords: computational intelligence; evolutionary computation; fuzzy systems; machine learning; deep learning; deep neural networks; swarm intelligence; complex optimization; hybrid intelligent models; large language models; real-world applications
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Research on Machine Learning, Data Mining, Natural Language Processes, and Optimization Methods
edited by
submission deadline 31 Jan 2026 | 1 articles | Viewed by 1146 | Submission Open
Keywords: data mining; optimization; machine learning; natural language processing; semantic interoperability; patterns in data science
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advances in Risk Models and Actuarial Science
edited by Rui Manuel Rodrigues Cardoso
submission deadline 31 Jan 2026 | 1 articles | Viewed by 1137 | Submission Open
Keywords: climate change in insurance and sustainability; cyber security risks; data science for insurance; reinsurance; non-life insurance mathematics; fraud detection in insurance; telematics data analysis for insurance; estimation and evaluation of risk management models; loss reserving; risk theory TRANSLATE with x English Arabic Hebrew Polish Bulgarian Hindi Portuguese Catalan Hmong Daw Romanian Chinese Simplified Hungarian Russian Chinese Traditional Indonesian Slovak Czech Italian Slovenian Danish Japanese Spanish Dutch Klingon Swedish English Korean Thai Estonian Latvian Turkish Finnish Lithuanian Ukrainian French Malay Urdu German Maltese Vietnamese Greek Norwegian Welsh Haitian Creole Persian   //   TRANSLATE with COPY THE URL BELOW Back EMBED THE SNIPPET BELOW IN YOUR SITE Enable collaborative features and customize widget: Bing Webmaster Portal Back //
(This special issue belongs to the Section E5: Financial Mathematics)
Differential Geometry, Geometric Analysis and Their Related Applications, 2nd Edition submission deadline 31 Jan 2026 | 2 articles | Viewed by 1117 | Submission Open
Keywords: differential geometry; geometric analysis; manifolds; Finsler geometry; symplectic geometry; contact geometry; complex and Kä hler geometry; geodesic mappings; Minkowski spaces; geometric inequalities; geometric models; infinitesimal deformations of curves and surfaces; tensor calculus; spaces with non-symmetric affine connection; generalized Riemannian spaces
(This special issue belongs to the Section B: Geometry and Topology)
Advances in Nonlinear Differential Equations with Applications
edited by Wei-Chuan Wang and
submission deadline 31 Jan 2026 | 3 articles | Viewed by 1116 | Submission Open
Keywords: nonlinear differential equations; the existence result; the classification of solutions; applications in management
(This special issue belongs to the Section C1: Difference and Differential Equations)
New Perspectives in Interval Analysis and Fuzzy-Valued Functions
edited by
submission deadline 31 Jan 2026 | 2 articles | Viewed by 1034 | Submission Open
Keywords: interval analysis; fuzzy numbers; fuzzy-valued functions; ordering of intervals; ordering of fuzzy numbers
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Algorithm Engineering for Complex Optimization Problems: Theory and Applications
edited by
submission deadline 31 Jan 2026 | 1 articles | Viewed by 886 | Submission Open
Keywords: complex optimization problems; evolutionary algorithms; swarm intelligence; heuristics; metaheuristics; hyper-heuristics; and hybrid algorithms; adaptive; robust; and scalable algorithms; machine learning for optimization; high-dimensional optimization; multi-objective optimization; stochastic optimization; optimization under uncertainty; algorithm design; analysis; tuning; and benchmarking
(This special issue belongs to the Section E: Applied Mathematics)
Statistical Methods in Epidemiology:Latest Advances and Prospects
edited by Char Leung
submission deadline 31 Jan 2026 | 1 articles | Viewed by 757 | Submission Open
Keywords: epidemiology; public health; observational studies; time series; clinical trials
(This special issue belongs to the Section E3: Mathematical Biology)
High-Performance Advanced Control for Electromechanical and Hydraulic Systems submission deadline 31 Jan 2026 | 1 articles | Viewed by 688 | 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)
Synergies Between Artificial Intelligence and Pure Mathematics
edited by Francesco Giannini and Stefano Fioravanti
submission deadline 31 Jan 2026 | Viewed by 685 | Submission Open
Keywords: AI for Mathematics; theorem proving; neural conjecturing; human in the loop; AI for algebra; geometry; and topology; category theory and learning processes; mathematical foundations in AI; logic programming
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advancement of Mathematical Methods in Feature Representation Learning for Artificial Intelligence, Data Mining and Robotics, 3rd Edition
edited by , and
submission deadline 31 Jan 2026 | 1 articles | Viewed by 674 | Submission Open
Keywords: visual recognition; deep learning; knowledge distillation; representation learning; data mining
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Modeling and Simulation for Optimizing Complex Dynamical Systems
edited by
submission deadline 31 Jan 2026 | 1 articles | Viewed by 636 | Submission Open
Keywords: modeling and simulation; optimization; complex dynamical systems; machine learning
(This special issue belongs to the Section D: Statistics and Operational Research)
Theoretical Modeling and Computational Aspects on Sustainability: Financial and Socio-Economic Implications
edited by and Pesenti Raffaele
submission deadline 31 Jan 2026 | Viewed by 623 | Submission Open
Keywords: sustainability; risk management; optimization; complex systems modeling
Advances in Mathematical Modeling for Robotic Systems: Dynamics, Stability, Optimization and Control
edited by Madan Mohan Rayguru
submission deadline 31 Jan 2026 | Viewed by 413 | Submission Open
Keywords: mathematical modeling; robotics; dynamics; stability; simulation; control; optimization
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Stochastic Processes and Partial Differential Equations in Industry
edited by , and Jianya Lu
submission deadline 31 Jan 2026 | Viewed by 377 | Submission Open
Keywords: stochastic processes; stochastic partial differential equations; stochastic dynamics systems theory and applications; model phenomena in industry; queuing theory
(This special issue belongs to the Section C1: Difference and Differential Equations)
Mathematical Foundations of Blockchain Technology
edited by Pratima Sharma
submission deadline 31 Jan 2026 | Viewed by 375 | Submission Open
Keywords: blockchain mathematics; cryptographic primitives; consensus mechanisms; game theory in blockchain; distributed algorithms; mathematical modeling; security and scalability; decentralized systems      
(This special issue belongs to the Section E: Applied Mathematics)
Analysis and Mathematical Modeling of Control Engineering and Path Planning, 2nd Edition submission deadline 31 Jan 2026 | Viewed by 358 | Submission Open
Keywords: dynamical systems; numerical methods; mathematical modeling; artificial intelligence methods; mathematical programming; identification and modeling of control systems; path planning algorithms
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Mathematical and Statistical Approaches in Quantitative Finance with Applications in AI, Machine Learning, and Reinforcement Learning
edited by Enrique ter Horst
submission deadline 31 Jan 2026 | Viewed by 353 | Submission Open
Keywords: mathematical finance; statistical methodologies; computational approaches; AI; machine learning; and reinforcement learning; quantitative finance
(This special issue belongs to the Section E5: Financial Mathematics)
Computational Geometry and Computer-Aided Geometric Design
edited by
submission deadline 31 Jan 2026 | Viewed by 309 | Submission Open
Keywords: geometric computing; computer-aided geometric design; AI applications; optimization applications
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematical Modeling and Numerical Analysis in Fluid Dynamics
edited by Chenyu Zhao
submission deadline 31 Jan 2026 | Viewed by 304 | Submission Open
Keywords: mathematical modelling; computational fluid dynamics (CFDs); navier– stokes equations; multiphase flows; non-newtonian fluids; finite element methods; spectral methods; adaptive mesh refinement; fluid– structure interaction
(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 Jan 2026 | Viewed by 197 | 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)
Numerical Analysis and Modeling in Structural Engineering
edited by Daniel Gomez
submission deadline 31 Jan 2026 | 1 articles | Viewed by 179 | Submission Open
Keywords: Numerical analysis; Computational modeling; Finite element methods; Nonlinear structural behavior; Substructuring in structural dynamics; Multiscale modeling; Multiphysics simulation; Fracture mechanics; Topology optimization; Reliability analysis; Stochastic modeling; Uncertainty quantification; Robust design; Resilient structures; High-performance computing; Large-scale simulation; Machine learning; Data-driven modeling; Quantum computing in engineering; Sustainable structural design; Life-cycle assessment
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Mathematical Approaches to Optical Network Design and Optimization submission deadline 31 Jan 2026 | Viewed by 174 | Submission Open
Keywords: optical networks; network optimization; artificial intelligence; mathematical modeling; machine learning; routing and spectrum allocation; sustainable networking                    
(This special issue belongs to the Section E: Applied Mathematics)
Theory and Application of Difference and Differential Equations in Life Sciences
edited by , Ming Liu and Xiaofeng Xu
submission deadline 31 Jan 2026 | Viewed by 169 | Submission Open
Keywords: difference equations; differential equations; stochastic differential equations; stability; bifurcations
(This special issue belongs to the Section C1: Difference and Differential Equations)
Applications of Mathematical Models in Image Processing and Algorithm Theory
edited by and Primitivo Diaz
submission deadline 31 Jan 2026 | Viewed by 167 | Submission Open
Keywords: mathematical modeling; image processing; pattern recognition; computer vision; interdisciplinary applications
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Data-Driven Approaches for Big Data Analysis of Intelligent Systems
edited by
submission deadline 31 Jan 2026 | Viewed by 159 | Submission Open
Keywords: big data analytics; machine learning algorithms; mathematical modeling; computational intelligence; optimization techniques; deep neural networks; intelligent systems
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Recent Advances in Deep Convolutional Neural Networks for Semantic Segmentation
edited by Jose Ruiz-Pinales
submission deadline 31 Jan 2026 | Viewed by 157 | Submission Open
Keywords: deep convolutional neural networks; computer vision; applications of DCNNs to semantic segmentation; U-Net
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advances in Computational Intelligence and Decision Making
edited by
submission deadline 31 Jan 2026 | Viewed by 109 | Submission Open
Keywords: intelligence decision making; online information-driven decisions; dynamic optimization
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Optimization and Control for Unmanned Systems and Intelligent Logistics
edited by and Dongfang Li
submission deadline 31 Jan 2026 | Viewed by 92 | Submission Open
Keywords: unmanned systems; optimization and control theory; intelligent logistics systems; optimization techniques; autonomous systems
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Advances in Operations Research: Applications in MCDA, Fuzzy Systems, DEA and Optimization
edited by and Peter Fernandes Wanke
submission deadline 3 Feb 2026 | 1 articles | Viewed by 2265 | Submission Open
Keywords: operations research  ; multi-criteria decision analysis (MCDA)  ; fuzzy systems  ; data envelopment analysis (DEA)  ; optimization techniques  ; mathematical modeling  ; decision-making under uncertainty  ; heuristic and metaheuristic algorithms  ; linear and nonlinear programming  ; machine learning in operations research
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Discrete Mathematics in Coding Theory
edited by
submission deadline 10 Feb 2026 | 2 articles | Viewed by 2935 | Submission Open
Keywords: codes; designs; rings; modules; graphs; discrete algorithms; incidence geometry; arithmetic geometry
(This special issue belongs to the Section E1: Mathematics and Computer Science)
New Perspectives of Graph Theory and Combinatorics
edited by Randy R. Davila
submission deadline 10 Feb 2026 | 1 articles | Viewed by 1534 | Submission Open
Keywords: extremal graph theory; discrete mathematics; combinatorics; graph theory; applied mathematics; linear algebra; matrices; data science; degree sequence problems; zero forcing sets; zero forcing number; cardinalities
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advances in Statistical Approaches with Applications for Multivariate Data Analysis
edited by Md Erfanul Hoque
submission deadline 10 Feb 2026 | 1 articles | Viewed by 746 | Submission Open
Keywords: multivariate data; biostatistical methods; time series analysis; dynamic data science; machine/statistical learning; computational statistics; bayesian analysis; longitudinal data analysis; image analysis; spatial/spatio temporal analysis
(This special issue belongs to the Section D1: Probability and Statistics)
Quantum Information, Cryptography and Computation
edited by , and Narn Yih Lee
submission deadline 10 Feb 2026 | 1 articles | Viewed by 522 | 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)
Multivariate Statistical Inference and Applications
edited by
submission deadline 10 Feb 2026 | Viewed by 196 | Submission Open
Keywords: multivariate analysis; non-linear relationships; computation-intensive methods
(This special issue belongs to the Section D1: Probability and Statistics)
Advanced Optimization Techniques and Applications in Financial Mathematics and Cryptocurrency Markets
edited by
submission deadline 10 Feb 2026 | Viewed by 148 | Submission Open
Keywords: optimization methods; portfolio optimization; cryptocurrency markets; copula-based methods; systemic risk and risk spillovers; machine learning and deep learning; adaptive neuro-fuzzy inference systems; behavioral economics/finance optimization; volatility modeling and forecasting
(This special issue belongs to the Section E: Applied Mathematics)
Logic Reasoning in Machine Learning Through Data-Knowledge-Driven: Methods and Applications
edited by Dong Zhang
submission deadline 10 Feb 2026 | Viewed by 137 | Submission Open
Keywords: machine learning; logic reasoning; data-knowledge driven; interpretability; symbolic knowledge representation; hybrid models; knowledge graphs; automated theorem proving; uncertainty management; applications in healthcare; applications in finance; autonomous systems; language processing
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Deep Learning Methods and Computational Techniques for Image Processing with Applications
edited by Kai Sun, and Junying Hu
submission deadline 11 Feb 2026 | Viewed by 207 | Submission Open
Keywords: image processing; computer vision; deep learning
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematical Modelling and Optimization for Complex Production under Supply Chain Management submission deadline 15 Feb 2026 | 2 articles | Viewed by 7349 | Submission Open
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Advances in Epidemiological and Biological Systems Modeling
edited by
submission deadline 15 Feb 2026 | Viewed by 250 | Submission Open
Keywords: differential equations; data-driven modeling; numerical analysis; control interventions; public health; stochastic and agent based
(This special issue belongs to the Section E3: Mathematical Biology)
Mathematical Modeling for Economics and Finance: Probability, Stochastic Processes, and Differential Equations
edited by and Panyu Wu
submission deadline 15 Feb 2026 | Viewed by 152 | Submission Open
Keywords: backward stochastic differential equations; nonlinear expectation; mean-field games; asset pricing models; risk management; portfolio optimization
(This special issue belongs to the Section D1: Probability and Statistics)
Numerical Analysis of Partial Differential Equations and Their Application
edited by Chuanjun Chen and
submission deadline 15 Feb 2026 | Viewed by 127 | Submission Open
Keywords: numerical analysis; phase field methods; finite element methods; finite difference methods; finite volume methods; neural network algorithm; adaptive algorithm; error estimation; convergence analysis
(This special issue belongs to the Section C1: Difference and Differential Equations)
Data-Driven Algorithms for Optimal Decision Making in Logistics and Supply Chain Management
edited by and
submission deadline 20 Feb 2026 | 8 articles | Viewed by 22300 | Submission Open
Keywords: big data analytics; data-driven algorithms; optimal decision making; intelligent systems; learning algorithms; mathematical models
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Artificial Intelligence and Optimization in Engineering Applications
edited by , Xiaolu Liu, Lining Xing and
submission deadline 20 Feb 2026 | 6 articles | Viewed by 11461 | Submission Open
Keywords: artificial intelligence; engineering applications; optimization techniques; manufacturing; energy management; transportation; supply chain management; space research; real-time decision making; data processing; automated systems
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advanced Research in Neural Networks, Machine Learning, and Image Processing
edited by , Hongyi Li and Di Zhao
submission deadline 20 Feb 2026 | 4 articles | Viewed by 8323 | Submission Open
Keywords: image processing; pattern recognition; computer vision; deep learning; machine learning; neural networks; medical image analysis; large language model; image generation and synthesis; complex signals; signal modulation; signal detection; inverse problems; sparse representation; sampling methods; phase retrieval; knowledge graph
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Dynamic Complex Networks: Models, Algorithms, and Applications
edited by
submission deadline 20 Feb 2026 | 3 articles | Viewed by 7468 | Submission Open
Keywords: dynamic complex networks; statistics of long walks; graph structural modifications; stability and synchronization in networks; entropic force and pressure; graph node fugacity; graph node navigability; graph navigation; delocalization– localization
(This special issue belongs to the Section E: Applied Mathematics)
Modeling, Identification and Control of Biological Systems
edited by Alessandro Borri and
submission deadline 20 Feb 2026 | 4 articles | Viewed by 5152 | Submission Open
Keywords: mathematical modeling of biological systems; mathematical physics; computational biology and medicine; system identification and filtering; optimal control and game theory; systems biology; dynamical systems; mathematical oncology; epidemic modeling; structured population models; biochemical networks
(This special issue belongs to the Section E3: Mathematical Biology)
Graph Theory: Advanced Algorithms and Applications, 2nd Edition
edited by
submission deadline 20 Feb 2026 | 3 articles | Viewed by 3999 | Submission Open
Keywords: graph algorithms and theory; discrete applied mathematics; theoretical computer science; approximation algorithms; interconnection networks; time complexity analysis; big data model and analysis
(This special issue belongs to the Section E: Applied Mathematics)
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