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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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Applied Cryptography and Blockchain Security, 2nd Edition
edited by
submission deadline 31 Jul 2026 | 1 articles | Viewed by 422 | Submission Open
Keywords: applied cryptography; cryptographic algorithms; consensus algorithms; blockchain security; blockchain applications
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Fuzzy Sets and Fuzzy Systems, 2nd Edition submission deadline 31 Jul 2026 | Viewed by 399 | Submission Open
Keywords: fuzzy set; optimization; computational economics; soft computing; fuzzy expert systems; ANN; RSM
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Statistical Machine Learning and Bayesian Methods with Imaging Applications
edited by Dimah Dera
submission deadline 31 Jul 2026 | Viewed by 390 | Submission Open
Keywords: statistical machine learning; Bayesian inference; probabilistic models; generative models; uncertainty quantification; medical imaging; computer vision; remote sensing; deep learning; variational inference; Monte Carlo methods; sparse representations; latent variable models; Bayesian optimization; Gaussian processes; image segmentation; object detection; multimodal imaging; anomaly detection in imaging; Bayesian neural networks; super-resolution imaging; data augmentation for imaging; transfer learning in imaging; explainability in imaging models; adaptive algorithms for imaging
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Digital Twin and Artificial Intelligence for Prognostics and Health Management
edited by and
submission deadline 31 Jul 2026 | Viewed by 384 | Submission Open
Keywords: digital twin; artificial intelligence (AI); prognostics and health management (PHM); predictive maintenance; fault detection and prognostics; smart factory; robotics; composite materials; mathematical optimization; data-driven modeling; statistical modeling; real-time monitoring; uncertainty quantification; scalable AI models; health monitoring systems
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Decision Analysis and Optimization in the Operations Research and Management Science
edited by
submission deadline 31 Jul 2026 | Viewed by 249 | Submission Open
Keywords: multi-criteria decision-making (MCDM); decision analysis; optimization methods; group decision-making; uncertainty in decision-making; fuzzy sets and fuzzy logic; heuristic methods
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
High-Dimensional Statistics: Challenges and Solutions in Big Data Analysis
edited by Senthil Balaji Girimurugan and
submission deadline 31 Jul 2026 | Viewed by 225 | Submission Open
Keywords: high dimensional statistics; feature extraction; medical imaging; genomics; neuroscience; astronomy; compression and error correction; machine learning algorithms; region of interest compression
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Computational Algorithms and Models for Graph Problems
edited by Shaikh M. Arifuzzaman
submission deadline 31 Jul 2026 | Viewed by 223 | Submission Open
Keywords: graph algorithm; graph mining; graph neural networks; machine learning and deep learning; high-performance computing; data management and big data
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Blockchain Finance: Stochastic Modeling, Market Microstructure, and Quantitative Risk Control
edited by Junhuan Zhang
submission deadline 31 Jul 2026 | Viewed by 218 | Submission Open
Keywords: blockchain finance; decentralized finance (DeFi); financial regulation; smart contracts; digital assets; tokenization; market microstructure; central bank digital currency (CBDC); agent-based modeling; blockchain governance; financial stability; cryptocurrency; stablecoins; decentralized autonomous organizations (DAOs)
(This special issue belongs to the Section E5: Financial Mathematics)
Numerical Methods in Mathematical Biology
edited by
submission deadline 31 Jul 2026 | Viewed by 214 | Submission Open
Keywords: numerical methods; mathematical biology; partial differential equations
(This special issue belongs to the Section E3: Mathematical Biology)
Dynamic Modeling, Calculation and Control of Complex Nonlinear Systems
edited by Yi Ji
submission deadline 31 Jul 2026 | 1 articles | Viewed by 174 | Submission Open
Keywords: dynamic and control of multibody systems; autonomous assembly of space structure; path-planning technology for spacecraft; management and control technology of giant constellations; missile interception penetration technology
(This special issue belongs to the Section C2: Dynamical Systems)
Advances in Functional Differential Equations and Their Stochastic Versions: Theory, Numerics, and Applications
edited by Genghong Lin, Wenjuan Guo and Zhisu Liu
submission deadline 31 Jul 2026 | 1 articles | Viewed by 173 | Submission Open
Keywords: functional differential equations; (delay) differential equations; difference equations; stochastic differential equations; stability analysis; stochastic optimal control
(This special issue belongs to the Section C1: Difference and Differential Equations)
Advance in Neural Networks and Visual Learning submission deadline 31 Jul 2026 | Viewed by 169 | Submission Open
Keywords: artificial intelligence; computer vision; image processing; pattern recognition; machine learning; deep learning; artificial neural networks; natural language processing; robotics
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Artificial Intelligence and Machine Learning: Cutting-Edge Applications in Biomedical Engineering submission deadline 31 Jul 2026 | Viewed by 134 | Submission Open
Keywords: machine learning; deep learning; biomedical engineering; biomedical signals; medical imaging; smart hospitals; data science in healthcare
(This special issue belongs to the Section E3: Mathematical Biology)
Mathematical Modeling and Control for Engineering Applications
edited by and
submission deadline 31 Jul 2026 | Viewed by 130 | Submission Open
Keywords: control theory; optimal control; controllability; differential equations; feedback; optimization; calculus of variations; nonlinear dynamics; fluid mechanics; internal combustion engines; data-driven modeling
(This special issue belongs to the Section E: Applied Mathematics)
New Advances in Control Theory and Applications
edited by Zetao Li, and Aiping Pang
submission deadline 31 Jul 2026 | Viewed by 128 | Submission Open
Keywords: control theory; system modelling and estimation; robust control; adaptive control; intelligent systems; nonlinear control; networked control
(This special issue belongs to the Section C2: Dynamical Systems)
Data-Driven Artificial Intelligence, Optimization and Applications
edited by Yi Xu
submission deadline 31 Jul 2026 | Viewed by 114 | Submission Open
Keywords: data-driven artificial intelligence; generative artificial intelligence; explainable artificial intelligence; large language model; optimization; deep learning; statistical learning theory; continual learning; foundation model; machine vision
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Data Analytics and Machine Learning for Information Systems: Mathematical Methods and Applications
edited by and Loknath Sai Ambati
submission deadline 31 Jul 2026 | Viewed by 109 | Submission Open
Keywords: data analytics; machine learning; predictive modeling; forecasting; big data analytics; business intelligence; knowledge discovery; data mining; natural language processing; deep learning; probabilistic models; bayesian methods; data-driven optimization; decision support systems
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Data Mining and Algorithms Applied in Image Processing submission deadline 31 Jul 2026 | Viewed by 99 | Submission Open
Keywords: low‑rank tensor modeling; cascade/learnable transforms; HSI/MSI fusion and super‑resolution; nonlocal/self‑similar priors; deep unfolding / plug‑and‑play; neural operators / Mamba‑style operators; diffusion models for imaging; MRI reconstruction (multi‑contrast / multi‑sequence); remote sensing change detection; semantic segmentation; optimization (ADMM; PnP)
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Application of Genetic and Evolutionary Computation
edited by
submission deadline 31 Jul 2026 | Viewed by 92 | Submission Open
Keywords: evolutionary computation (EC); swarm intelligence (SI); artificial intelligence (AI); genetic programming (GP); cartesian GP; linear GP; grammatical evolution (GE); differential evolution (DE); gene expression programming; multi expression programming; bio-inspired optimization methods; applied optimization; evolvable systems of all types; automatic programming
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Data-Driven Models and Algorithms for Planning, Scheduling, and Optimizing Intelligent Systems
edited by Zubair Mohamed
submission deadline 31 Jul 2026 | Viewed by 89 | 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)
Industrial IoT and Computing Based on Mathematical Methods
edited by and Chonho Lee
submission deadline 31 Jul 2026 | Viewed by 89 | Submission Open
Keywords: industrial internet of things (IIoT); mathematical optimization; machine learning and deep learning algorithms; edge computing; predictive analytics; network graph theory signal processing
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematical Modeling and Computation in Systems Biology
edited by Xiong You
submission deadline 31 Jul 2026 | Viewed by 89 | Submission Open
Keywords: dynamical model; stability and bifurcation; circadian rhythm; cell cycle; parameter estimate; sensitivity analysis; drug design; gene regulatory network; photoperiodic control of flowering; biological pattern formation; sucrose transportation; abiotic stress; plant disease; oscillation-preserving algorithm; signaling pathway
(This special issue belongs to the Section E3: Mathematical Biology)
Advances in Digital Twins and Hybrid Physical–Digital Systems submission deadline 31 Jul 2026 | Viewed by 86 | Submission Open
Keywords: digital twins; hybrid systems; data assimilation; physics-informed machine learning; multi-fidelity modelling; uncertainty quantification; model reduction; real-time optimisation; cyber– physical systems; inverse problems; state estimation; surrogate modelling; structure-preserving algorithms; multi-scale mathematics; system identification
(This special issue belongs to the Section E: Applied Mathematics)
Machine Learning and High-Performance Computing: Theory and Applications
edited by
submission deadline 31 Jul 2026 | Viewed by 85 | Submission Open
Keywords: machine learning (ML); high-performance computing (HPC); GPU acceleration; scalable algorithms; parallel computing; energy-efficient computing; scientific applications
(This special issue belongs to the Section E: Applied Mathematics)
Mathematics-Driven Computer Vision and Multi-Modal Learning
edited by
submission deadline 31 Jul 2026 | Viewed by 79 | Submission Open
Keywords: mathematics; computer vision; multi-modal learning; remote sensing; low-altitude scene analysis; mathematical modeling; data fusion; scene understanding; optimization theory; statistical learning
(This special issue belongs to the Section E: Applied Mathematics)
Chaos Theory and Dynamical Systems, 2nd Edition submission deadline 31 Jul 2026 | Viewed by 75 | Submission Open
Keywords: dynamical systems; nonlinear dynamics; nonlinear systems; chaotic systems; hamiltonian systems; dissipative systems; complex systems; chaotic indicators; bifurcation analysis; symbolic dynamics; control theory; networks; synchronisation phenomena; chimera states; statistical mechanics; Boltzmann– Gibbs entropy; tsallis entropy
(This special issue belongs to the Section C2: Dynamical Systems)
Blockchain and Intelligent Computing: Privacy, Security, and Theoretical Methods
edited by
submission deadline 31 Jul 2026 | Viewed by 72 | Submission Open
Keywords: cryptography and privacy; blockchain; decentralized systems; intelligent computing; edge intelligence
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advances in Mathematical Cryptography and Information Security with Applications
edited by Muzafer Saracevic
submission deadline 31 Jul 2026 | Viewed by 71 | Submission Open
Keywords: mathematical cryptography; information security and public-key cryptosystems; post-quantum cryptography and secure communication; cryptographic protocols and data privacy; blockchain security and cybersecurity applications; applied cryptography
(This special issue belongs to the Section E: Applied Mathematics)
Advances in Complex Networks: Theory and Application
edited by
submission deadline 31 Jul 2026 | Viewed by 70 | Submission Open
Keywords: networked systems; multi-agent systems; stochastic; uncertain; uncertainty; control; stability; stabilization; synchronization; consensus
(This special issue belongs to the Section E: Applied Mathematics)
Mathematical Modelling of Epidemic Dynamics and Control
edited by Liang Zhang
submission deadline 31 Jul 2026 | Viewed by 70 | Submission Open
Keywords: epidemic modelling; infectious disease dynamics; optimal control
(This special issue belongs to the Section C2: Dynamical Systems)
Nonlinear Approximation Theory in Banach Spaces
edited by Pablo M. Berná
submission deadline 31 Jul 2026 | Viewed by 68 | Submission Open
Keywords: nonlinear approximation theory; functional analysis; Banach space theory
(This special issue belongs to the Section C: Mathematical Analysis)
New Advances of Optimization and Data Envelopment Analysis
edited by Nuria Ramón
submission deadline 31 Jul 2026 | Viewed by 67 | Submission Open
Keywords: data envelopment analysis; target setting; benchmarking; closest targets; improvement plans
(This special issue belongs to the Section D: Statistics and Operational Research)
Stochastic and Data-Driven Methodologies for Next-Generation Transportation Systems: Modeling, Optimization, and Operations
edited by Tanveer Hossain Bhuiyan and Wenquan Dong
submission deadline 31 Jul 2026 | Viewed by 61 | Submission Open
Keywords: dynamic operations; sustainable transportation; autonomous vehicles; multimodal transportation; stochastic models; AI-based prediction and decision-making models
(This special issue belongs to the Section E: Applied Mathematics)
Computational Methods for Cryptography and Security submission deadline 31 Jul 2026 | Viewed by 57 | Submission Open
Keywords: cryptography; post-quantum cryptography; cryptanalysis; security; steganography
(This special issue belongs to the Section E: Applied Mathematics)
Data-Driven Methods and Artificial Intelligence in Reliability and Maintenance, 3rd Edition
edited by and
submission deadline 31 Jul 2026 | Viewed by 56 | Submission Open
Keywords: artificial intelligence; reliability; maintenance
(This special issue belongs to the Section D: Statistics and Operational Research)
Applied Algebraic Methods in Cryptography
edited by Janusz Szmidt
submission deadline 31 Jul 2026 | Viewed by 56 | Submission Open
Keywords: public key cryptography; cryptoanalysis of block and stream ciphers; fully homomorphic encryption
Intelligent Financial Systems: Algorithms, Learning, and Decision Mechanisms
edited by , Zhiyuan Wang and Chongwu Xia
submission deadline 31 Jul 2026 | Viewed by 55 | Submission Open
Keywords: AI and finance; financial time series; machine learning; deep learning; neural networks; large language models; retrieval-augmented generation; AI agents; graph learning; reinforcement learning; causal inference; forecasting; anomaly detection; portfolio optimization; risk management; algorithmic trading; sentiment analysis; text mining; data mining; natural language processing; explainability; DeFi; crypto; financial services; corporate finance; accounting; ESG; green finance; decision-making; optimization; financial accounting
(This special issue belongs to the Section E5: Financial Mathematics)
Advanced Control of Complex Dynamical Systems with Applications, 2nd Edition
edited by Belem Saldivar and
submission deadline 31 Jul 2026 | Viewed by 52 | Submission Open
Keywords: control theory; complex dynamical systems; stability and stabilization; practical applications
(This special issue belongs to the Section C2: Dynamical Systems)
Mathematical Modeling of Industrial Prognosis and Health Management
edited by
submission deadline 31 Jul 2026 | Viewed by 48 | Submission Open
Keywords: condition monitoring and fault diagnosis; prognostics and health management; remaining useful life (RUL) estimation; intelligent maintenance decision; stochastic process modeling; physics-informed neural network; time series foundation model; reinforcement learning; transfer learning and domain generalization
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Statistics Research: Data Depth Analysis and Circular Data
edited by Sungsu Kim
submission deadline 31 Jul 2026 | Viewed by 46 | Submission Open
Keywords: circular statistics; data depth; multivariate analysis; directional data; robust methods; generative models; multimodal learning; spatial intelligence; statistical learning
(This special issue belongs to the Section D1: Probability and Statistics)
Mathematical and Computational Models in Nonlinear Dynamics
edited by Zhifang Liu and Shiqiang Li
submission deadline 31 Jul 2026 | Viewed by 45 | Submission Open
Keywords: nonlinear dynamics; mathematical model; computational model; chaos and bifurcation; attractor; nonlinear equations; dynamical systems; phase space; stability analysis; numerical simulation; fractal structure; time series analysis; self-organized criticality; nonlinear vibration; complex systems; homoclinic bifurcation; Lyapunov exponent; iterated maps; computational dynamics; dynamic behavior; multiscale analysis
(This special issue belongs to the Section C: Mathematical Analysis)
Operations and Supply Chain Management with the Application of Mathematical Models, 2nd Edition
edited by
submission deadline 31 Jul 2026 | Viewed by 44 | Submission Open
Keywords: green operations and supply chain management; dual-channel supply chain management; supply chain financing; supply chain coordination; decision support for production planning and scheduling; simulation optimization approaches in OSCM; data-driven approaches in OSCM; logistics system in OSCM; supplier management and outsourcing in OSCM; supply chain risk management; healthcare supply chain management; mathematical approaches for product safety in OSCM; robust and resilient supply chains; transshipment problems in OSCM
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Geometric Singular Perturbation and Applications
edited by
submission deadline 31 Jul 2026 | Viewed by 43 | Submission Open
Keywords: geometric singular perturbation theory; fast– slow system; invariant manifold theorem; Fenichel’ s theorems; bifurcation theory; exchange lemma
(This special issue belongs to the Section E: Applied Mathematics)
Computational Methods and Models in Intelligent Control and Pattern Recognition
edited by and
submission deadline 31 Jul 2026 | Viewed by 33 | Submission Open
Keywords: intelligent control; computational intelligence; pattern recognition; reinforcement learning; robotic control; adaptive dynamic programming; machine learning; autonomous systems
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Modelling, Analysis, and Applications for Biomathematics
edited by
submission deadline 31 Jul 2026 | Viewed by 32 | Submission Open
Keywords: dynamical systems; differential equation models in ecology and epidemiology stochastic processes; statistical analysis; probabilistic methods in genetics and evolution; computational and algorithmic approaches in bioinformatics and systems biology; biomathematics
(This special issue belongs to the Section E3: Mathematical Biology)
Optimization, Control and Modeling in Robotics and Vehicle Dynamics submission deadline 31 Jul 2026 | Viewed by 31 | Submission Open
Keywords: mathematical modeling; robotics; autonomous vehicles; optimal control; adaptive control; robust control; feedback control; predictive control; intelligent control; multi-agent control
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Mathematical Modeling in Epidemiology and Ecology submission deadline 31 Jul 2026 | Viewed by 30 | Submission Open
Keywords: mathematical modeling; epidemiology; ecology; disease dynamics; population dynamics; stochastic models; computational biology
(This special issue belongs to the Section E3: Mathematical Biology)
Dynamics, Control, and Applications of Nonlinear Systems
edited by
submission deadline 31 Jul 2026 | Viewed by 27 | Submission Open
Keywords: stability analysis; nonlinear systems; stochastic control; insurance risk analysis and control strategy; chaos control; chaos synchronization
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Modeling, Pricing, and Risk Management of Specialty Line Insurance
edited by Petar Jevtic and David Grimsman
submission deadline 31 Jul 2026 | Viewed by 16 | Submission Open
Keywords: modeling and pricing of complex and emerging risks; examples are cyber; marine; energy; political risk modeling; climate; energy; and environmental liability insurance; systemic and catastrophe risk assessment; reinsurance structures and solvency implications; extreme-event modeling
(This special issue belongs to the Section E5: Financial Mathematics)
Modeling and Data Analysis of Complex Networks
edited by Hongbin Pei
submission deadline 10 Aug 2026 | 4 articles | Viewed by 3317 | Submission Open
Keywords: complex networks; graph machine learning; graph neural networks; graph representation learning; graph mining; geometric deep learning; social networks; network science; network structure; network dynamics; graph-structured data; deep learning; machine learning; graph data mining; data-driven complex system modeling
(This special issue belongs to the Section E1: Mathematics and Computer Science)
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