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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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Mathematical Modeling and Control for Engineering Applications
edited by and
submission deadline 31 Jul 2026 | 2 articles | Viewed by 1363 | 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)
Computational Algorithms and Models for Graph Problems
edited by Shaikh M. Arifuzzaman
submission deadline 31 Jul 2026 | 1 articles | Viewed by 1355 | 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)
Modeling and Control in Vibrational and Structural Dynamics submission deadline 31 Jul 2026 | 1 articles | Viewed by 1295 | Submission Open
Keywords: modeling and control in vibrational and structural dynamics; active sound and vibration control; classical/numerical methods for studying dynamic systems; soil– structure; structural– acoustic; and fluid– structural interactions; stability and bifurcation analyses; linear/nonlinear beams; arches; cables; plates; and shells; active and passive control; sensor and actuator; experimental studies and measurement techniques; vibration isolation; optimization for a structural problem; harmonic balance method; perturbation method; method of multiple scales; nonlinear oscillator
(This special issue belongs to the Section E4: Mathematical Physics)
Dynamic Modeling, Calculation and Control of Complex Nonlinear Systems
edited by Yi Ji
submission deadline 31 Jul 2026 | 2 articles | Viewed by 1286 | 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)
Analysis and Applications of Numerical Methods for Wave-Propagation Problems
edited by and Maria Vasilyeva
submission deadline 31 Jul 2026 | 1 articles | Viewed by 1281 | Submission Open
Keywords: discontinuous Galerkin; wave equation; numerical analysis; finite elements; hyperbolic equations; wave propagation; finite difference method; finite volume method; spectral element method; enriched Galerkin method; mixed finite element method; multiscale methods; upscaling/homogeneization
(This special issue belongs to the Section E: Applied Mathematics)
Computational Intelligence for Multimodal Data Modeling and Perception
edited by and Kangjian He
submission deadline 31 Jul 2026 | 1 articles | Viewed by 1161 | Submission Open
Keywords: computer vision; embodied perception; multimodal data fusion; multimodal alignment; multimodal learning; multimodal data modeling; cross-modal learning; computational intelligence
(This special issue belongs to the Section E1: Mathematics and Computer Science)
New Trends in Fractional Differential Equations with Applications
edited by
submission deadline 31 Jul 2026 | 1 articles | Viewed by 1117 | Submission Open
Keywords: fractional differential equations; fractional calculus; chaotic systems; applications
(This special issue belongs to the Section C2: Dynamical Systems)
Data-Driven Methods and Artificial Intelligence in Reliability and Maintenance, 3rd Edition
edited by and
submission deadline 31 Jul 2026 | 1 articles | Viewed by 1105 | Submission Open
Keywords: artificial intelligence; reliability; maintenance
(This special issue belongs to the Section D: Statistics and Operational Research)
Mathematical Methods Based on Control Theory
edited by Massimiliano d'Angelo, Valerio Cusimano and Giovanni Palombo
submission deadline 31 Jul 2026 | 1 articles | Viewed by 1101 | Submission Open
Keywords: hybrid feedback control design; stochastic systems; contraction theory; infinitedimensional systems; data-driven methods; optimization and game theory; multi-agent systems; sensor networks; systems biology; energy systems; control for machine learning
(This special issue belongs to the Section E2: Control Theory and Mechanics)
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 | 2 articles | Viewed by 1074 | 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)
Fuzzy Sets and Fuzzy Systems, 2nd Edition submission deadline 31 Jul 2026 | 1 articles | Viewed by 1069 | 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)
Applications of Algebra, Geometry, and Optimization to Control Theory, 2nd Edition
edited by
submission deadline 31 Jul 2026 | 1 articles | Viewed by 999 | Submission Open
Keywords: geometric control; algebraic control; optimization; stability control theory; control system
Nonlinear Approximation Theory in Banach Spaces
edited by Pablo M. Berná
submission deadline 31 Jul 2026 | 2 articles | Viewed by 960 | Submission Open
Keywords: nonlinear approximation theory; functional analysis; Banach space theory
(This special issue belongs to the Section C: Mathematical Analysis)
Mathematical Modeling for Dynamics, Simulation and Control of Robotic and Industrial Systems submission deadline 31 Jul 2026 | 1 articles | Viewed by 929 | Submission Open
Keywords: robotics; nonlinear dynamics; adaptive control; optimal control; distributed control; artificial intelligence; machine learning; design of physical systems; mechanical and electrical interactions of system components; mathematical modeling; dynamic behavior; system response analysis; numerical simulation; pattern recognition; computer vision
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Operations and Supply Chain Management with the Application of Mathematical Models, 2nd Edition
edited by
submission deadline 31 Jul 2026 | 1 articles | Viewed by 928 | 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)
Decision Analysis and Optimization in the Operations Research and Management Science
edited by
submission deadline 31 Jul 2026 | 1 articles | Viewed by 866 | 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)
Data Mining and Algorithms Applied in Image Processing submission deadline 31 Jul 2026 | 1 articles | Viewed by 803 | 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)
Model Theory and Algebraic Logic: Theory, Computation, and Applications
edited by
submission deadline 31 Jul 2026 | 1 articles | Viewed by 790 | Submission Open
Keywords: cylindric-like algebras; abstract algebraic logic; homogeneous structures; stability theory and its generalizations; higher order logics
(This special issue belongs to the Section A: Algebra and Logic)
Nonlinear Evolution Equations and Their Solutions submission deadline 31 Jul 2026 | Viewed by 722 | Submission Open
Keywords: nonlinear evolution equations; nonlinear dynamical systems; applied mathematics
(This special issue belongs to the Section C1: Difference and Differential Equations)
Mathematical Modelling of Epidemic Dynamics and Control
edited by Liang Zhang
submission deadline 31 Jul 2026 | 1 articles | Viewed by 672 | Submission Open
Keywords: epidemic modelling; infectious disease dynamics; optimal control
(This special issue belongs to the Section C2: Dynamical Systems)
Machine Learning and Artificial Intelligence in Recommender Systems
edited by
submission deadline 31 Jul 2026 | Viewed by 649 | Submission Open
Keywords: contrastive learning in recommendation; reinforcement learning for recommendation; adversarial learning in recommender systems; cross-domain recommendation; explainable and fair AI in recommender systems; responsible and trustworthy recommendation      
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematical Methods and Artificial Intelligence in Information Recognition
edited by
submission deadline 31 Jul 2026 | Viewed by 644 | Submission Open
Keywords: mathematical methods; Artificial Intelligence (AI); deep learning; medical imaging; Computer-Aided Diagnosis (CAD); Large Language Models (LLMs); information recognition; optimization and statistical learning; explainable and trustworthy AI; applications beyond healthcare (finance; security; smart cities; IoT)
(This special issue belongs to the Section E: Applied Mathematics)
New Advances of Optimization and Data Envelopment Analysis
edited by Nuria Ramón
submission deadline 31 Jul 2026 | 1 articles | Viewed by 621 | 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)
Graph Learning Methods in Data Science with Applications
edited by Marco Podda and Daniele Castellana
submission deadline 31 Jul 2026 | Viewed by 591 | Submission Open
Keywords: graph neural networks; graph representation learning; Bayesian methods for graphs; reservoir computing for graphs; kernels for graphs; learning on dynamic and temporal graphs; learning on multi-relational and heterogeneous graphs; continual learning on graphs; adversarial attacks on graphs; graph generation
(This special issue belongs to the Section E: Applied Mathematics)
Digital Twin and Artificial Intelligence for Prognostics and Health Management
edited by and
submission deadline 31 Jul 2026 | Viewed by 556 | 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)
Computational Methods and Models in Intelligent Control and Pattern Recognition
edited by and
submission deadline 31 Jul 2026 | 1 articles | Viewed by 553 | 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)
Statistical Machine Learning and Bayesian Methods with Imaging Applications
edited by Dimah Dera
submission deadline 31 Jul 2026 | Viewed by 544 | 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)
Blockchain Finance: Stochastic Modeling, Market Microstructure, and Quantitative Risk Control
edited by Junhuan Zhang
submission deadline 31 Jul 2026 | Viewed by 501 | 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)
Dynamics, Control, and Applications of Nonlinear Systems
edited by
submission deadline 31 Jul 2026 | 1 articles | Viewed by 435 | 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)
High-Dimensional Statistics: Challenges and Solutions in Big Data Analysis
edited by Senthil Balaji Girimurugan and
submission deadline 31 Jul 2026 | Viewed by 421 | Submission Open
Keywords: High Dimensional Statistics; Feature Extraction; Regularization; Sparse Recovery; Random Matrix Theory; Curse of Dimensionality; Principal Component Analysis; Concentration of Measure; Kernel PCA; Independent Component Analysis
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Computational Methods for Cryptography and Security submission deadline 31 Jul 2026 | 1 articles | Viewed by 408 | Submission Open
Keywords: cryptography; post-quantum cryptography; cryptanalysis; security; steganography
(This special issue belongs to the Section E: Applied Mathematics)
Chaos Theory and Dynamical Systems, 2nd Edition submission deadline 31 Jul 2026 | Viewed by 391 | 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)
Numerical Methods in Mathematical Biology
edited by
submission deadline 31 Jul 2026 | Viewed by 389 | Submission Open
Keywords: numerical methods; mathematical biology; partial differential equations
(This special issue belongs to the Section E3: Mathematical Biology)
New Advances in Control Theory and Applications
edited by Zetao Li, and Aiping Pang
submission deadline 31 Jul 2026 | Viewed by 313 | 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 305 | 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 292 | 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)
Application of Genetic and Evolutionary Computation
edited by
submission deadline 31 Jul 2026 | Viewed by 286 | 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)
Advances in Digital Twins and Hybrid Physical–Digital Systems submission deadline 31 Jul 2026 | Viewed by 283 | 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)
Industrial IoT and Computing Based on Mathematical Methods
edited by and Chonho Lee
submission deadline 31 Jul 2026 | Viewed by 278 | 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)
Blockchain and Intelligent Computing: Privacy, Security, and Theoretical Methods
edited by
submission deadline 31 Jul 2026 | Viewed by 267 | 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)
Artificial Intelligence: Models, Methods, and Applications with Mathematical Foundations
edited by , and
submission deadline 31 Jul 2026 | Viewed by 247 | Submission Open
Keywords: machine learning; applied mathematics; mathematical modeling; learning algorithms; optimization methods; statistical learning; probabilistic models; explainable artificial intelligence; computational intelligence; data-driven models; intelligent systems; algorithm analysis
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematical Modeling and Computation in Systems Biology
edited by
submission deadline 31 Jul 2026 | Viewed by 244 | 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)
Mathematical Modeling in Epidemiology and Ecology submission deadline 31 Jul 2026 | Viewed by 236 | Submission Open
Keywords: mathematical modeling; epidemiology; ecology; disease dynamics; population dynamics; stochastic models; computational biology; agent-based models; disease invasion; epidemic models; evolutionary game theory; mathematical epidemiology; population dynamics; spatial games; time series; biological signal analysis; regression models; systems biology; predictive modeling; bioinformatics
(This special issue belongs to the Section E3: Mathematical Biology)
Mathematics-Driven Computer Vision and Multi-Modal Learning
edited by
submission deadline 31 Jul 2026 | Viewed by 230 | 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)
Advances in Complex Networks: Theory and Application
edited by
submission deadline 31 Jul 2026 | Viewed by 213 | 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)
Modelling, Analysis, and Applications for Biomathematics
edited by
submission deadline 31 Jul 2026 | Viewed by 213 | 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)
Mathematical Modeling of Industrial Prognosis and Health Management
edited by
submission deadline 31 Jul 2026 | Viewed by 212 | 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)
Machine Learning and High-Performance Computing: Theory and Applications
edited by
submission deadline 31 Jul 2026 | Viewed by 210 | 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)
Applied Algebraic Methods in Cryptography
edited by Janusz Szmidt
submission deadline 31 Jul 2026 | Viewed by 207 | Submission Open
Keywords: public key cryptography; cryptoanalysis of block and stream ciphers; fully homomorphic encryption
Geometric Singular Perturbation and Applications
edited by
submission deadline 31 Jul 2026 | Viewed by 196 | 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)
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