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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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Advances in Operations Research: Applications in MCDA, Fuzzy Systems, DEA and Optimization
edited by and Peter Fernandes Wanke
submission deadline 3 Feb 2026 | 2 articles | Viewed by 2630 | 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 3053 | 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 1768 | 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 863 | 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 611 | 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 207 | 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 155 | 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 147 | 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 223 | 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 7449 | 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 257 | 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 168 | 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 147 | 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 23545 | 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 12799 | 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 9021 | 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 7732 | 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 5727 | 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 4410 | 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)
Advanced Mathematical Programming and Applications in Operations Research
edited by
submission deadline 20 Feb 2026 | 2 articles | Viewed by 3147 | Submission Open
Keywords: operations research; mathematical programming; computational optimization; data-driven optimization; multi-objective optimization; computational algorithms; supply chain management; machine learning; heuristic methods
(This special issue belongs to the Section E: Applied Mathematics)
Advances in Differential Geometry and Its Applications, 2nd Edition submission deadline 20 Feb 2026 | 2 articles | Viewed by 2332 | Submission Open
Keywords: Riemannian geometry; symplectic geometry; contact geometry; information geometry; gauge theory; Lie  groups and Lie  algebras; applications to machine learning; applications to data analysis
(This special issue belongs to the Section B: Geometry and Topology)
Mathematical Methods for Wave Phenomena submission deadline 20 Feb 2026 | 1 articles | Viewed by 1682 | Submission Open
Keywords: mathematical modeling; computational electromagnetics; geophysics; basis functions; verification and validation; artificial intelligence; adaptivity; high-performance computing; heterogeneous computing; applied mathematics
(This special issue belongs to the Section E4: Mathematical Physics)
Machine Learning, Statistics and Big Data, 2nd Edition
edited by
submission deadline 20 Feb 2026 | 1 articles | Viewed by 1567 | Submission Open
Keywords: statistics; econometrics; machine learning; big data; financial econometrics; spatial econometrics; spatial machine learning; sentiment analysis; FinTech; digital finance; artificial intelligence; supervised vs. unsupervised learning; forecasting methods; IoT; cloud; blockchain; architecture for big data; big data analytics; data mining; cyberspace
(This special issue belongs to the Section D1: Probability and Statistics)
Bio-Inspired Computation Based on Mathematical Modeling—Theories and Applications in Health Sciences submission deadline 20 Feb 2026 | Viewed by 1218 | Submission Open
Keywords: mathematical optimization; mathematical modeling; artificial intelligence; natural computing; agents and multi‐agent systems; complex networks; decision support systems; bioinformatics; biomathematics; sequence analysis; DNA sequencing; sequence assembly; gene function prediction; computational evolutionary biology; comparative genomics; genetics of disease; analysis of mutations in cancer; gene and protein expression; analysis of regulation; analysis of the cellular organization; structural bioinformatics; network and systems biology; molecular interaction network
(This special issue belongs to the Section E3: Mathematical Biology)
Advances and Applications in Intelligent Computing
edited by , Jiong Lou and Jianxiong Guo
submission deadline 20 Feb 2026 | 1 articles | Viewed by 939 | Submission Open
Keywords: artificial intelligence algorithms and applications; deep learning and reinforcement learning; mathematical modeling and optimization algorithms; machine learning algorithms and systems; cloud/edge/distributed AI and systems; intelligent control and decision-making; applications in smart cities; education; industry; etc.
(This special issue belongs to the Section E: Applied Mathematics)
Federated Learning and Edge Intelligence: Mathematical Models, Algorithms, and Applications
edited by
submission deadline 20 Feb 2026 | Viewed by 344 | Submission Open
Keywords: federated learning; edge learning; heterogeneity; resource-constrained
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematical and Computational Models in Epidemic and Biological Systems
edited by Lubna Pinky
submission deadline 20 Feb 2026 | Viewed by 299 | Submission Open
Keywords: mathematical modeling; hybrid modeling; control; artificial intelligence; machine learning; predictive models; co-evolution; multi-pathogen infection; co-epidemics; combination vaccines; co-morbidity; mutation; RSV; flu; SARS-CoV-2; human behavior; non-pharmaceutical interventions
(This special issue belongs to the Section E3: Mathematical Biology)
Research Progress in Computational Neuroscience
edited by Sorinel Adrian Oprisan
submission deadline 20 Feb 2026 | Viewed by 262 | Submission Open
Keywords: mathematical modeling and simulations of cellular; circuit; large-scale or cognitive brain functions; mathematical modeling and simulations of nervous system pathologies; neural data analysis; bio(medical) mathematics; mathematical and computational modeling of functions and development of neural circuits in health and disease; nonlinear dynamics and chaos in neural circuits and systems
(This special issue belongs to the Section E: Applied Mathematics)
Advanced Computational Fluid Dynamics and Applications
edited by
submission deadline 20 Feb 2026 | Viewed by 259 | Submission Open
Keywords: fluid mechanics; magnetohydrodynamics; convection; flow control and optimization; numerical methods; parallel computing
(This special issue belongs to the Section E: Applied Mathematics)
Recent Developments in Vehicle System Dynamics
edited by and Fansong Li
submission deadline 20 Feb 2026 | Viewed by 240 | Submission Open
Keywords: rail vehicle system dynamics; vibration monitoring and control; high-speed and heavy-haul railways; lightweight and sustainable design; fault diagnosis and predictive maintenance; ride comfort and stability; AI/ML in rail dynamics; life-cycle assessment
(This special issue belongs to the Section E: Applied Mathematics)
Multi-Objective Evolutionary Algorithms and Their Applications
edited by
submission deadline 20 Feb 2026 | Viewed by 155 | Submission Open
Keywords: multi-objective optimization; evolutionary algorithms; Pareto optimality; metaheuristics; engineering design; AI-driven optimization; sustainable development; scalability analysis; dynamic optimization; uncertainty handling
(This special issue belongs to the Section E: Applied Mathematics)
Mathematical Applications in Electrical Engineering, 2nd Edition
edited by
submission deadline 25 Feb 2026 | 2 articles | Viewed by 1957 | Submission Open
Keywords: mathematics and computational techniques within electrical engineering; circuit theory; materials simulation; electromagnetic material characterization; finite element modeling
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Advances in Computational Intelligence and Applications
edited by Chaodong Fan, Leyi Xiao and Yingjie Zhang
submission deadline 26 Feb 2026 | Viewed by 326 | 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)
Soft Computing in Computational Intelligence and Machine Learning
edited by
submission deadline 26 Feb 2026 | Viewed by 142 | Submission Open
Keywords: mathematical modelling for complex systems; application of soft computing methods in logistics; AI-based process optimisation; soft computing in service systems; machine learning for economic process evaluation
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Advanced Statistical and Machine Learning Approaches for High-Dimensional Biomedical Data submission deadline 26 Feb 2026 | Viewed by 133 | Submission Open
Keywords: biomedical data analysis; statistical learning; machine learning; deep learning; high-dimensional data analysis; biostatistics; bioinformatics; predictive modeling; feature selection; dimensionality reduction
(This special issue belongs to the Section E3: Mathematical Biology)
Evolutionary Algorithms and Applications
edited by Sanyou Zeng
submission deadline 27 Feb 2026 | 4 articles | Viewed by 4245 | Submission Open
Keywords: evolutionary computation; evolutionary algorithms; genetic algorithms; multi-objective optimization; decision-making; real-world applications; theoretical analysis; hybrid evolutionary algorithms; computational intelligence; engineering; science; medicine; finance
(This special issue belongs to the Section E: Applied Mathematics)
Advancing Partial Differential Equations Solutions: Numerical Methods Meet Machine Learning
edited by
submission deadline 27 Feb 2026 | Viewed by 255 | Submission Open
Keywords: partial differential equations (PDEs); numerical methods; finite element method (FEM); machine learning; physics-informed neural networks (PINNs); inverse problems; data-driven methods; computational efficiency; numerical analysis
(This special issue belongs to the Section C1: Difference and Differential Equations)
Applied Mathematics in Supply Chain and Logistics
edited by
submission deadline 28 Feb 2026 | 13 articles | Viewed by 26425 | Submission Open
(This special issue belongs to the Section E5: Financial Mathematics)
Mathematical Computation in Knowledge Graph: Theories, Techniques, and Applications submission deadline 28 Feb 2026 | 4 articles | Viewed by 25942 | Submission Open
Keywords: mathematics and knowledge graph; knowledge graph construction; knowledge graph alignment; knowledge graph reasoning; knowledge graph querying; knowledge graph embedding; multimodal knowledge graph; multilingual knowledge graph; nlp and knowledge graph; data mining and knowledge graph; machine learning on graphs; question answering on knowledge graph; semantic search; ontology engineering; linked open data; knowledge graph applications in medicine; law; security; and smart grid
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advances in Statistical Analysis for Health, Finance, Industry and Digital Economy
edited by Lei Qin
submission deadline 28 Feb 2026 | 6 articles | Viewed by 24410 | Submission Open
Keywords: application of data mining; machine learning and optimization; generative AI; artificial intelligence in healthcare; health economics; bioinformatics; digital driven diagnostics and prognostics; option pricing; market microstructure; cryptocurrency; blockchain; digital economy; data assets
(This special issue belongs to the Section D1: Probability and Statistics)
Advances in Intelligent Computing, Machine Learning and Pattern Recognition
edited by Hwei Jen Lin and Ching-Ting Tu
submission deadline 28 Feb 2026 | 9 articles | Viewed by 13168 | Submission Open
Keywords: neural networks; convolutional networks; deep learning; big data analytics; computational intelligence; clustering algorithms; applied mathematics; matrix theory; evolutionary computing; optimization algorithms
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Heuristic Optimization and Machine Learning submission deadline 28 Feb 2026 | 5 articles | Viewed by 13117 | Submission Open
Keywords: heuristic optimization;; metaheuristics;; machine learning;; deep learning;; reinforcement learning;; neuro-evolution;; learnheuristics;; evolutionary algorithms;; global optimization;; combinatorial optimization
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advances in Trustworthy and Robust Artificial Intelligence
edited by Chen Zhao and Minglai Shao
submission deadline 28 Feb 2026 | 3 articles | Viewed by 11605 | Submission Open
Keywords: trustworthy AI; robust machine learning; explainable AI (XAI); distribution shift; out-of-distribution detection; uncertainty quantification
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Recent Studies in Differential Geometry and Its Applications
edited by
submission deadline 28 Feb 2026 | 10 articles | Viewed by 11072 | Submission Open
Keywords: differentiable manifold; (pseudo-)Riemannian metric; affine connection; soliton; vector field
(This special issue belongs to the Section B: Geometry and Topology)
Computational Methods and Algorithms for Multimedia Data Analysis and Security
edited by and
submission deadline 28 Feb 2026 | 5 articles | Viewed by 10818 | Submission Open
Keywords: multimedia computing; transfer learning; meta learning; continuous learning; model fine-tuning; model retraining; model reuse; representation learning; blockchain; federated learning
(This special issue belongs to the Section E: Applied Mathematics)
Mathematics for Visual Computing: Acquisition, Processing, Analysis and Rendering of Visual Information
edited by Bin Li
submission deadline 28 Feb 2026 | 6 articles | Viewed by 10318 | Submission Open
Keywords: computational methods in visual computing; acquisition of vision information; processing and analysis of vision information; representation and rendering of visual information; scientific/ information visualization; virtual and augmented reality; image-guided applications; explainable artificial intelligence based on visualization; mathematical modelling in visual computing
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advances in Mathematics: Equations, Algebra, and Discrete Mathematics
edited by
submission deadline 28 Feb 2026 | 4 articles | Viewed by 9969 | Submission Open
Keywords: primes; conjecture; analytic number theory; discrete mathematics; Diophantine equations; finite fields; approximation of constants; continued fractions; Ramanujan theories; algebraic equations; additive number theory; algebraic combinatorics; algebraic topology
(This special issue belongs to the Section C1: Difference and Differential Equations)
Applications of Time Series Analysis
edited by
submission deadline 28 Feb 2026 | 3 articles | Viewed by 9776 | Submission Open
Keywords: time series models; ARMA model; ARCH model; leverage; long memory; nonlinear time series; forecasting methods; portmanteau tests; autocorrelation function; time-varying parameters; machine learning models; neural networks; temporal data mining; cryptocurrency analysis
(This special issue belongs to the Section D1: Probability and Statistics)
Statistical Methods in Bioinformatics and Health Informatics
edited by Cheng Zheng
submission deadline 28 Feb 2026 | 5 articles | Viewed by 9360 | Submission Open
Keywords: bioinformatics; precision medicine; health informatics; big data; electronic health records; artificial intelligence; highly dimensional data; machine learning; distributed learning; federated learning; online learning; genomics; transcriptomics; proteomics; metabolomics; radiomics; microbiomics; computational biology
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Application of Mathematical Method and Models in Dynamic System, 2nd Edition
edited by
submission deadline 28 Feb 2026 | 7 articles | Viewed by 7761 | Submission Open
Keywords: mathematical models; dynamic systems; bifurcations; chaotic behavior; controllability; integrability; numerical methods; numerical simulations; stability
(This special issue belongs to the Section C2: Dynamical Systems)
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