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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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Applications of Differential Equations and Mathematical Modelling in Mathematical Biology submission deadline 30 Jun 2026 | 2 articles | Viewed by 1750 | Submission Open
Keywords: differential equations; mathematical biology; nonlinear models
(This special issue belongs to the Section E3: Mathematical Biology)
Modeling and Simulation in Engineering, 4th Edition submission deadline 30 Jun 2026 | 1 articles | Viewed by 1725 | Submission Open
Keywords: simulation software; numerical solutions of multi-physics problems; advanced designing methods; models and analysis of electromagnetic devices; design of experiments and measurement techniques
(This special issue belongs to the Section E: Applied Mathematics)
Time Series Analysis: Methods and Applications submission deadline 30 Jun 2026 | 3 articles | Viewed by 1618 | Submission Open
Keywords: time series analysis; nonlinear and non-stationary processes; multivariate time series; functional time series; robust and semiparametric methods; stochastic process modeling; Bayesian inference and Bayesian control charts; machine learning and deep learning for time series; forecasting and prediction; epidemiological and SEIRD/SEIRDV models; public health surveillance; financial and economic time series; industrial statistics and quality control; profile monitoring; high-dimensional and spatio-temporal data; missing and contaminated data; longitudinal and survival data; operations research and optimization; risk modeling and economic capital models    
(This special issue belongs to the Section D1: Probability and Statistics)
Clifford Analysis: Theory, Methods, and Multidisciplinary Applications
edited by Ji-eun Kim
submission deadline 30 Jun 2026 | 2 articles | Viewed by 1582 | Submission Open
Keywords: clifford analysis; monogenic functions; dirac operator; hypercomplex analysis; partial differential equations; geometric calculus; mathematical physics; signal and image processing
(This special issue belongs to the Section C: Mathematical Analysis)
Recent Developments in Partial Differential Equations and Their Applications
edited by Mengyao Ding
submission deadline 30 Jun 2026 | 2 articles | Viewed by 1433 | Submission Open
Keywords: nonlinear elliptic and parabolic equations; nonlocal operators; chemotaxis models; fluid equations
(This special issue belongs to the Section C1: Difference and Differential Equations)
Portfolio Optimization and Risk Management In Financial Markets 
edited by , , Kuangxi Su and
submission deadline 30 Jun 2026 | 1 articles | Viewed by 1381 | Submission Open
Keywords: portfolio optimization; risk management; AI in finance; reinforcement learning and robust optimization; market sentiment modeling; automated trading systems; high-frequency finance; ESG and sustainable investing; financial uncertainty modeling; crypto assets and digital finance
(This special issue belongs to the Section E5: Financial Mathematics)
Advances in Robust Control Theory and Its Applications submission deadline 30 Jun 2026 | 3 articles | Viewed by 1350 | Submission Open
Keywords: nonlinear control; robust control; control applications; control systems; dynamic systems; control methodologies; sliding mode control; LQR-control; nonlinear control techniques
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Theory and Multidisciplinary Applications of Computational Intelligence
edited by
submission deadline 30 Jun 2026 | 1 articles | Viewed by 1317 | Submission Open
Keywords: artificial intelligence; computational intelligence; neural networks; fuzzy systems; evolutionary computation; mathematical foundations
(This special issue belongs to the Section E: Applied Mathematics)
Advances in Computer Vision and Image Processing with Applications to Bioinformatics
edited by
submission deadline 30 Jun 2026 | 2 articles | Viewed by 1296 | Submission Open
Keywords: bioinformatics; deep learning; multi-modal learning; disease diagnostics; biomedical image analysis
(This special issue belongs to the Section E3: Mathematical Biology)
Modelling and Simulation of Complex Physical Systems
edited by Delfino Ladino-Luna
submission deadline 30 Jun 2026 | 1 articles | Viewed by 1282 | Submission Open
Keywords: stability; finite time; ecological function; objective function; thermodynamic optimization; non-equilibrium thermodynamics; algorithmic thermodynamics; thermodynamic equations; applied mathematical methods; computational physics; modeling of energy-converting systems; modeling of energy systems; modeling of thermal systems; energy conversion modeling; complex physical systems; quantum thermodynamic machines; quantum machine modeling
(This special issue belongs to the Section E4: Mathematical Physics)
Advances in Mathematical Methods of Quantum Mechanics
edited by Maciej W. Janowicz
submission deadline 30 Jun 2026 | 2 articles | Viewed by 1254 | Submission Open
Keywords: quantum mechanics; mathematical methods; computational quantum physics; quantum information theory
(This special issue belongs to the Section E: Applied Mathematics)
Data-Driven Artificial Intelligence and Optimization for Real-World Applications
edited by
submission deadline 30 Jun 2026 | 1 articles | Viewed by 1252 | Submission Open
Keywords: data-driven artificial intelligence; predictive control; anomaly detection; optimization strategies; graph neural networks (GNNs); multimodal sensor fusion; moving horizon estimation; self-organizing maps (SOMs); attention mechanisms; spatiotemporal modeling
Innovative Topology Optimization Methods and Sustainable Applications
edited by Muayad Habashneh
submission deadline 30 Jun 2026 | Viewed by 1170 | Submission Open
Keywords: topology optimization; reliability-based design; computational mechanics; finite element analysis (FEA); sustainability in structural design; multi-material optimization; additive manufacturing and design; uncertainty in optimization
(This special issue belongs to the Section E: Applied Mathematics)
Recent Advances in Time Series Analysis, 2nd Edition
edited by Alejandro Ramírez-Rojas and José Rubén Luevano Enríquez
submission deadline 30 Jun 2026 | 1 articles | Viewed by 1072 | Submission Open
Keywords: complex time series; fractality/multifractality; visibility graph; natural time domain; non-extensivity; forcasting; newcasting; complexity measures; dynamical systems; chaos; point processes; Allan factor
(This special issue belongs to the Section D1: Probability and Statistics)
Advances in Mathematics Cryptography and Information Security submission deadline 30 Jun 2026 | 2 articles | Viewed by 1065 | Submission Open
Keywords: classical cryptography; elliptic-curve cryptography; residuosity-based cryptography; code-based cryptography; lattice-based cryptography; cryptographic protocols; security; privacy
(This special issue belongs to the Section E: Applied Mathematics)
Operations Research, Logistics, and Supply Chain Analysis
edited by and
submission deadline 30 Jun 2026 | 2 articles | Viewed by 1061 | Submission Open
Keywords: demand forecasting; production planning; supply chain optimization; operations management; inventory control; distribution network design; decision making; game theory; stochastic optimization; robust optimization; data-driven approach; machine learning; optimization algorithm; application research
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Applied Mathematics for Information Security and Applications
edited by Ruey-Shun Chen and Di Shao
submission deadline 30 Jun 2026 | 1 articles | Viewed by 1033 | Submission Open
Keywords: cloud/edge; IoT & cyber‑physical systems security; trustworthy AI & LLM security; distributed systems & blockchain security; privacy‑preserving computation & network security; human factors & image security
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Recent Developments in Harmonic Analysis: Theory and Applications
edited by Jiman Zhao
submission deadline 30 Jun 2026 | 1 articles | Viewed by 1002 | Submission Open
Keywords: function spaces (including variable exponent function spaces); Fourier transform; linear canonical transform; Dunkl transform; wavelet transform; singular integral operators; maximal operators; multipliers; pseudo-differential operators; applications to PDEs; applications to signal processing
(This special issue belongs to the Section C: Mathematical Analysis)
Intelligent Computing & Optimization
edited by and Mei Cai
submission deadline 30 Jun 2026 | 1 articles | Viewed by 989 | Submission Open
Keywords: genetic algorithm; differential evolution; particle swarm optimization; ant colony optimization; gray wolf optimizer; metaheuristic algorithms; machine learning; multi-objective optimization; constrained optimization; multimodal optimization; large-scale optimization; surrogate-assisted optimization; real-world applications
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Innovative Methods in Financial Modeling: From Econometrics to Entropy
edited by
submission deadline 30 Jun 2026 | 1 articles | Viewed by 959 | Submission Open
Keywords: financial mathematics; econometrics; time series analysis; entropy; financial networks; data-driven financial methods
(This special issue belongs to the Section E5: Financial Mathematics)
Dynamics on Complex Networks: Theory, Modelling, and Applications
edited by
submission deadline 30 Jun 2026 | 1 articles | Viewed by 958 | Submission Open
Keywords: higher order networks; hypergraph; multilayer networks; dynamical processes; game theory; percolation; network dismantling
(This special issue belongs to the Section C2: Dynamical Systems)
Matrices and Matrix Arithmetic for Machine Learning
edited by Ming Yang
submission deadline 30 Jun 2026 | Viewed by 860 | Submission Open
Keywords: matrix decomposition; low-rank matrix approximations; matrix factorization in machine learning; sparse matrix methods; matrix-based optimization; tensor algebra in machine learning; computational efficiency in machine learning; matrix arithmetic algorithms; deep learning and matrix operations; high-dimensional data analysis 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 E: Applied Mathematics)
Advances of Optimization Theory and Applications
edited by , Jie Zheng and
submission deadline 30 Jun 2026 | 1 articles | Viewed by 848 | Submission Open
Keywords: application optimization; edge computing; mobile computing; federated learning; LLM-based optimization
(This special issue belongs to the Section E: Applied Mathematics)
Advanced Methods in the Mathematical Modeling of Economics, Econometrics, and Financial Management, 2nd Edition submission deadline 30 Jun 2026 | 1 articles | Viewed by 843 | Submission Open
Keywords: modeling in economics and financial management; financial econometrics; time series analysis and forecasting; modeling in corporate finance; prediction of bankruptcy and failure; earnings management; AI applications; data mining
(This special issue belongs to the Section E5: Financial Mathematics)
Advances in Statistical Methods for Time Series Analysis
edited by
submission deadline 30 Jun 2026 | Viewed by 841 | Submission Open
Keywords: statistics for time series analysis; mathematical methods for time series analysis; time series analysis in economics; finance; engineering; healthcare; and medicine; econometric methods for time series; time series forecasting; multivariate methods for economics and finance; risk management; machine learning methods for time series analysis and forecasting; artificial intelligence methods for time series analysis and forecasting; network and neural network models; alternative time series data analysis and forecasting; financial time series analysis and digital finance; cryptocurrency data analysis and forecasting; time series methods of climate change impacts on population; economics; and finance
(This special issue belongs to the Section D1: Probability and Statistics)
Nonlinear Dynamics and Control Theory
edited by Juan L. Mata-Machuca
submission deadline 30 Jun 2026 | 1 articles | Viewed by 804 | Submission Open
Keywords: analysis of nonlinear dynamics; modeling of nonlinear systems; nonlinear observers; nonlinear controllers; estimation; stabilization; parameter identification; chaotic systems; fractional-order systems; applications of control theory
(This special issue belongs to the Section C2: Dynamical Systems)
Nonlinear Waves: Theory and Applications
edited by
submission deadline 30 Jun 2026 | 1 articles | Viewed by 802 | Submission Open
Keywords: integrable and nearly integrable systems; solitary waves; internal waves; gravity waves; dispersive shock waves; hydrodynamics; modulation theory
(This special issue belongs to the Section E4: Mathematical Physics)
Cryptography, Data Security, and Cloud Computing
edited by Yujue Wang
submission deadline 30 Jun 2026 | 1 articles | Viewed by 763 | Submission Open
Keywords: post-quantum cryptography; encryption; digital signature; privacy protection; authentication; cloud security; cloud access control; homomorphic encryption; secure multi-party computation; intrusion detection systems; edge-cloud security; zero-trust architectures; AI-driven threat modeling; blockchain for data integrity; lightweight authentication
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Optimization-Aware Explainable Machine Learning: Algorithms, Metrics and Applications
edited by
submission deadline 30 Jun 2026 | 1 articles | Viewed by 713 | Submission Open
Keywords: optimization-aware machine learning; explainable artificial intelligence; model interpretability; explanation stability; multi-objective optimization; model selection strategies; trustworthy artificial intelligence; interpretability metrics; stakeholder-aligned explanations; decision support systems
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematical Logic and Category Theory with Applications
edited by and Walter Carnielli
submission deadline 30 Jun 2026 | Viewed by 617 | Submission Open
Keywords: category theory; topos theory; model theory; theoretical computer science; non classical logics; algebraic logic; universal algebra; hypercompositional algebra; commutative algebra; smooth commutative algebra
(This special issue belongs to the Section A: Algebra and Logic)
Deep Learning and Generative AI for Wireless Communications
edited by Yuyi Mao and Xianghao Yu
submission deadline 30 Jun 2026 | Viewed by 591 | Submission Open
Keywords: 6G network; wireless communication; deep learning; generative ai; semantic communications; goal-oriented communication; native AI
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advanced Mathematical Models in Engineering Design Optimization
edited by Jin Yi and Wei Xia
submission deadline 30 Jun 2026 | 1 articles | Viewed by 579 | Submission Open
Keywords: design optimization; multi-fidelity surrogate modeling; physical-informed neural networks; generative design; digital twins
(This special issue belongs to the Section E: Applied Mathematics)
Advanced Statistical and Machine Learning Methods for High-Dimensional and Big Data Analysis
edited by Reza Arabi Belaghi
submission deadline 30 Jun 2026 | 1 articles | Viewed by 563 | Submission Open
Keywords: machine learning; big data analytics; statistical modeling; deep learning; bayesian inference; optimization algorithms; explainable  AI; high-dimensional data; computational mathematics for machine learning                
(This special issue belongs to the Section E: Applied Mathematics)
Advances in Topology Optimization for Advanced Manufacturing
edited by Marjan Molavi-Zarandi and Ali Bonakdar
submission deadline 30 Jun 2026 | Viewed by 516 | Submission Open
Keywords: topology optimization; advanced manufacturing; additive manufacturing; computational design; manufacturable design; multi-material optimization; functionally graded or lattice structures; multi-physics numerical modelling
(This special issue belongs to the Section E: Applied Mathematics)
Mathematics Applications of Neural Networks for Biological and Medical Processing
edited by Weihang Zhang and
submission deadline 30 Jun 2026 | Viewed by 502 | Submission Open
Keywords: neural networks in medical applications; medical data processing; mathematical modeling in biomedicine; disease diagnosis or prediction through machine learning; deep learning in medical applications; medical signal and image analysis; theoretical analysis of neural networks in biomedicine; multimodal data integration in biomedicine
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Numerical Methods and Applications in Fluid Mechanics submission deadline 30 Jun 2026 | 1 articles | Viewed by 456 | Submission Open
Keywords: computational fluid dynamics (CFD); turbulence modeling; multiphase flow; numerical schemes; alternative numerical methods for fluid flow modelling; adaptive mesh refinement; high-performance computing; numerical stability and accuracy
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Applied Mathematics in Information Systems and Processing
edited by Deyun Wei
submission deadline 30 Jun 2026 | Viewed by 434 | Submission Open
Keywords: fractional fourier transform; sparse fourier transform; sparse fractional fourier transform; graph fourier transform; graph sampling; graph neural network; linear canonical transform; compressive sensing; fast fourier transform; sampling theory; sparse representation
(This special issue belongs to the Section E: Applied Mathematics)
New Advances in Complex Networks with Applications
edited by
submission deadline 30 Jun 2026 | Viewed by 432 | Submission Open
Keywords: complex networks; network dynamics; multilayer networks; network resilience; community detection; graph neural networks; temporal networks; network controllability; network embedding; higher-order interactions; network science applications
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Stability Analysis of Fractional Systems, 3rd Edition submission deadline 30 Jun 2026 | Viewed by 368 | Submission Open
Keywords: fractional dynamical systems; fractional differential systems; stability; fractional derivatives and integrals
(This special issue belongs to the Section C1: Difference and Differential Equations)
Computational Methods and Applications of Neural Networks
edited by Wuman Luo
submission deadline 30 Jun 2026 | Viewed by 341 | Submission Open
Keywords: deep learning; neural networks; representation learning; learning theory; optimization; probabilistic methods; artificial intelligence for sciences
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advances in Multivariate Statistical Models: Approaches and Applications for Continuous Data
edited by Filidor Edilfonso Vilca-Labra and Camila Zeller
submission deadline 30 Jun 2026 | Viewed by 337 | Submission Open
Keywords: estimation; asymptotic properties; goodness of fit; multivariate data analysis; kurtosis; maximum likelihood; regression model; diagnostic analysis
(This special issue belongs to the Section D1: Probability and Statistics)
Mathematical Foundations and Advanced Applications of Machine Learning in Image Processing and Computer Vision
edited by and
submission deadline 30 Jun 2026 | Viewed by 332 | Submission Open
Keywords: image classification; segmentation; and object detection; scene understanding and semantic segmentation; image enhancement and restoration; 3D reconstruction and depth estimation; visual tracking and video analysis; generative models (GANs; diffusion models) for image synthesis; medical image analysis and diagnostic tools; edge AI and deployment in resource-constrained environments; explainability and interpretability in vision models; multimodal approaches integrating visual and textual or sensor data
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Recent Advances in Nonlinear Dynamics: Chaos, Synchronization, and Their Theoretical and Practical Applications
edited by Runfa Zhang, Zhongzhou Lan and Jianguo Liu
submission deadline 30 Jun 2026 | Viewed by 329 | Submission Open
Keywords: hemorheology; Hirota bilinear method; chaos; synchronization; integrable system; Lattice Boltzmann method; mathematical physics; matter waves; neural network; nonlinear optics and photonics; nonlinear partial differential equations; nonlinear waves; symbolic computation; solitons; hemodynamics
(This special issue belongs to the Section C2: Dynamical Systems)
The Mathematics of Uncertainty in Game Theory
edited by , Maria Romaniello and Alba Roviello
submission deadline 30 Jun 2026 | Viewed by 325 | Submission Open
Keywords: game theory; ambiguity; imprecise probabilities; noncooperative games; psychological games; general equilibrium; insurance mathematics
(This special issue belongs to the Section E: Applied Mathematics)
Mathematical Optimization Methods in Image Processing
edited by
submission deadline 30 Jun 2026 | Viewed by 316 | Submission Open
Keywords: image processing; convex and non-convex optimization; stochastic optimization; computational efficiency; heuristic algorithms; convergence analysis; non-smooth optimization
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematical Modeling in Computational Biology and Bioinformatics
edited by
submission deadline 30 Jun 2026 | Viewed by 313 | Submission Open
Keywords: mathematical models in biology; biomathematics; computational biology; bioinformatics; molecular evolution; population biology; proteomics; evolutionary genomics; mathematical epidemiology; mathematical models in physiology; symmetry and scaling; complex systems; algebraic models; microbiota stability    
(This special issue belongs to the Section E3: Mathematical Biology)
Research on Reaction–Diffusion Equations and Population Dynamics
edited by Hua Nie
submission deadline 30 Jun 2026 | Viewed by 304 | Submission Open
Keywords: reaction– diffusion model; population dynamics; spatial heterogeneity; biological invasion; predator-prey model; competition model; chemostat; coexistence; stability; pattern formation
(This special issue belongs to the Section C2: Dynamical Systems)
Categorification and Representation Theory in Lie Theory
edited by Linliang Song
submission deadline 30 Jun 2026 | Viewed by 295 | Submission Open
Keywords: categorification; representation theory; Lie theory; quantum groups; flag varieties
(This special issue belongs to the Section A: Algebra and Logic)
New Advances in Coding Theory and Cryptography, 3rd Edition
edited by and
submission deadline 30 Jun 2026 | Viewed by 294 | Submission Open
Keywords: encryption; verifiable computing; cryptographic protocols; coding theory; blockchain; cloud security; digital twins; edge computing; threat and attack; machine learning
(This special issue belongs to the Section E: Applied Mathematics)
Advances in Multi-View Clustering: Theory, Algorithms, and Applications
edited by
submission deadline 30 Jun 2026 | Viewed by 280 | Submission Open
Keywords: multi-view clustering; multi-modal learning; deep embedding; transformer; adversarial learning
(This special issue belongs to the Section E1: Mathematics and Computer Science)
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