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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 Structure for Biomedicine: Variational Models, PDEs, and Statistical Learning
edited by Andrej Novak and
submission deadline 28 Sep 2026 | Viewed by 423
Keywords: variational methods; partial differential equations; image processing and analysis; statistical learning; operator learning; biomedical imaging; biomedical signals and time series; uncertainty quantification; calibration and robustness; physics-informed modelling
(This special issue belongs to the Section E: Applied Mathematics)
New Insights in Machine Learning (ML) and Deep Neural Networks
edited by , Yu Liu, Tianyuan Yu and Mingrui Lao
submission deadline 30 Sep 2026 | 5 articles | Viewed by 40953 | Submission Open
Keywords: machine learning; multi-modal models; embodied intelligence; artificial intelligence; deep neural networks (DNNs)
(This special issue belongs to the Section E1: Mathematics and Computer Science)
New Solutions for Multimedia and Artificial Intelligence Security
edited by
submission deadline 30 Sep 2026 | 4 articles | Viewed by 26840 | Submission Open
Keywords: artificial intelligence security; multimedia security and protection; multimedia forensics and anti-forensics; adversarial attacks and defenses; digital watermarking, steganography, and steganalysis; deepfake and misinformation detection; data integrity and authentication; secure signal processing and information hiding; DNN-based multimedia protection techniques; cybersecurity for multimedia systems
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Machine Learning: Mathematical Foundations and Applications
edited by , Xingsen Li and Yunfa Fu
submission deadline 30 Sep 2026 | 5 articles | Viewed by 23241 | Submission Open
Keywords: machine learning; efficient computation in large-scale ML; mathematical optimization; PINNS; LLM; GNNs; Markov random fields in probabilistic graphical models; hyperparameter tuning
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advanced Numerical and Computational Methods for Engineering and Applied Mathematical Problems, 2nd Edition submission deadline 30 Sep 2026 | 8 articles | Viewed by 16785 | Submission Open
Keywords: numerical methods; computational methods; machine learning; differential equations; inverse problems; engineering problems; computational mechanics; mathematical problems; coupled problems; numerical simulations; meshfree methods; finite element methods; radial basis functions methods; multiscale material modeling; machine learning methods; structural dynamics; material modelling; computational mechanics; fluid-structure interaction
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Image Processing and Generation, Pattern Recognition, and Data Visualization submission deadline 30 Sep 2026 | 6 articles | Viewed by 14902 | Submission Open
Keywords: image processing; pattern recognition; data visualization; machine learning; artificial intelligence; digital topology; AI-based image generation
(This special issue belongs to the Section E: Applied Mathematics)
Advances in Mathematical Optimization in Operational Research
edited by and Jiayan Xu
submission deadline 30 Sep 2026 | 10 articles | Viewed by 14609 | Submission Open
Keywords: optimization; operational research; operations and supply chain management; real-world applications
(This special issue belongs to the Section D: Statistics and Operational Research)
Recent Advances in Adaptive Control Theory and Applications for Nonlinear Systems submission deadline 30 Sep 2026 | 18 articles | Viewed by 12297 | Submission Open
Keywords: adaptive control; neural networks; sliding mode control; multi-agent systems; observer; synchronization; optimization; predictive control
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Mathematical Epidemiological Models: Classical and Interdisciplinary Applications
edited by Till D. Frank
submission deadline 30 Sep 2026 | 11 articles | Viewed by 12092 | Submission Open
Keywords: mathematical epidemiology; infectious diseases; interdisciplinary applications; computer viruses; rumor dynamics; racism dynamics; drug epidemics; voter dynamics; sales dynamics; viral marketing dynamics
(This special issue belongs to the Section E3: Mathematical Biology)
Mathematical Modeling of Energy Transition, Climate Finance, and Sustainable Economic Systems submission deadline 30 Sep 2026 | 5 articles | Viewed by 9620 | Submission Open
Keywords: mathematical finance; energy transition; climate risk; sustainable finance; carbon markets; ESG modeling; stochastic processes; partial differential equations; optimization; network theory; control systems; game theory; econometrics; time series analysis
(This special issue belongs to the Section E5: Financial Mathematics)
Application of Multiple Criteria Decision Analysis submission deadline 30 Sep 2026 | 7 articles | Viewed by 8952 | Submission Open
Keywords: decision making; decision analysis; decision support systems; negotiation and group decision; real world applications; applications of MCDM; non-classical MCDM methods; decision rules; theories and methodologies; modelling and simulation; modelling of MCDM; fuzzy sets and MCDM; fuzziness in MCDM; uncertainty; soft computing; algorithms; operational research; multi-objective optimization; metaheuristics; sustainable development; management, assessment, or selection; innovation
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Advances in Probability Theory and Stochastic Analysis
edited by Paramahansa Pramanik
submission deadline 30 Sep 2026 | 7 articles | Viewed by 8695 | Submission Open
Keywords: stochastic control; stochastic calculus and stochastic differential equations; statistical inference and stochastic processes; mathematical biology; stochastic analysis in sports
(This special issue belongs to the Section D1: Probability and Statistics)
Numerical Methods and Simulations for Turbulent Flow
edited by
submission deadline 30 Sep 2026 | 3 articles | Viewed by 8686 | Submission Open
Keywords: turbulent flows; turbulent boundary layer; turbulent channel flow; computational fluid dynamics; fluid–structure interaction; numerical simulations; numerical methods; direct numerical simulations; large eddy simulation; hybrid RANS-LES; Navier–Stokes
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Mathematical Models for Data Privacy in Blockchain-Enabled Systems submission deadline 30 Sep 2026 | 2 articles | Viewed by 7332 | Submission Open
Keywords: data privacy; blockchain; distributed systems; smart contracts; secure data sharing; cryptographic models; differential privacy; federated learning; game theory; Internet of Things; supply chain security; financial systems; mathematical modeling
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advances in the Analysis and Control of Nonlinear Dynamical Systems and Complex Phenomena submission deadline 30 Sep 2026 | 4 articles | Viewed by 5158 | Submission Open
Keywords: nonlinear dynamical systems; nonlinear control; complex phenomena; prediction and synchronization
(This special issue belongs to the Section C2: Dynamical Systems)
Advances in Fuzzy Intelligence and Non-Classical Logical Computing
edited by Yu-Bin Zhong and Yi Xiang
submission deadline 30 Sep 2026 | 6 articles | Viewed by 4994 | Submission Open
Keywords: fuzzy logic and reasoning; causal models; computability; non-classical logics; artificial intelligence foundations; factor neural networks; knowledge representation; uncertainty modeling
(This special issue belongs to the Section E: Applied Mathematics)
Uncertainty Quantification Techniques in Statistics, Machine Learning and FinTech: 2nd Edition
edited by
submission deadline 30 Sep 2026 | 4 articles | Viewed by 4885 | Submission Open
Keywords: artificial intelligence; bayesian statistics; bioinformatics; biostatics; blockchain; big data; change-point detection; computer model; cryptocurrencies; cyber security; data analytics; data mining; deep learning; electronic data interchange (EDI); e-Learning; expert systems; financial time series; functional data analysis; fuzzy logic; internet security; internet of things; machine learning; mobile applications; mobile learning; neural networks; quality control; security; sentiment analysis; spatial statistics; support vector machines; web services and performance
(This special issue belongs to the Section D1: Probability and Statistics)
Advances in Risk Models and Actuarial Science
edited by Rui Manuel Rodrigues Cardoso
submission deadline 30 Sep 2026 | 3 articles | Viewed by 4445 | Submission Open
Keywords: climate change in insurance and sustainability; cyber security risks; data science for insurance; reinsurance; non-life insurance mathematics; fraud detection in insurance; telematics data analysis for insurance; estimation and evaluation of risk management models; loss reserving; risk theory
(This special issue belongs to the Section E5: Financial Mathematics)
Mathematical Applications in Digitalization, Electrification, and Sustainable Development
edited by
submission deadline 30 Sep 2026 | 3 articles | Viewed by 4149 | Submission Open
Keywords: mathematical models; optimization; numerical methods; digitalization; cybersecurity; electrification; human-centered computing; machine learning; artificial intelligence; energy efficiency; automation; smart grids; data processing
(This special issue belongs to the Section E: Applied Mathematics)
Nonlinear Dynamics and Stochastic Modeling of Complex Systems
edited by Thomas M Michelitsch and Alejandro Pérez Riascos
submission deadline 30 Sep 2026 | 3 articles | Viewed by 4046 | Submission Open
Keywords: stochastic resetting; population dynamics; epidemic spreading; compartment models; predator-prey models; nonlinear systems with random delay effects and memory; stochastic chaos
(This special issue belongs to the Section E: Applied Mathematics)
Recent Studies on Partial Differential Equations and Its Applications
edited by Quan Wang
submission deadline 30 Sep 2026 | 3 articles | Viewed by 3703 | Submission Open
Keywords: well-posedness; nonlinear stability and instability; steady-state and dynamic bifurcation; large time behavior; singularity formation
(This special issue belongs to the Section C1: Difference and Differential Equations)
Mathematical and Computational Methods for Image Processing and Pattern Recognition
edited by
submission deadline 30 Sep 2026 | 2 articles | Viewed by 3473 | Submission Open
Keywords: image processing; pattern recognition; visual computing; data fusion; mathematical modeling; neural network; deep learning; machine learning
Application of the Bayesian Method in Statistical Modeling, 2nd Edition
edited by
submission deadline 30 Sep 2026 | 4 articles | Viewed by 3403 | Submission Open
Keywords: Bayesian analysis; Bayesian estimation; statistics; probability
(This special issue belongs to the Section D1: Probability and Statistics)
Computational Intelligence and Human–Computer Interaction: Modern Methods and Applications, 3rd Edition submission deadline 30 Sep 2026 | 2 articles | Viewed by 2906 | Submission Open
Keywords: computational intelligence; machine translation; text processing; speech processing; video processing; visual sense; face recognition; fingerprint recognition; posture recognition; adaptive systems; computer vision; neural networks; machine learning; deep learning; semantic analysis; natural language processing; large language models; approximated reasoning; interactive reasoning; user–system interfaces; affective computing; user experience evaluation; agent-based systems; adaptive systems; intelligent UIs and agents; multicontext usability; HCI tools, techniques, and methodologies; computer-supported learning and assessment; computer-aided detection and diagnosis
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Numerical Simulation and Analysis of Rock Mechanics Engineering Geology
edited by Alireza Ahangar-Asr
submission deadline 30 Sep 2026 | 2 articles | Viewed by 2853 | Submission Open
Keywords: numerical modeling of rock mechanics; machine learning-enhanced geomechanics; multiphase flow simulation (CFD-DEM coupling); inverse problems in geological parameterization; uncertainty quantification in rock engineering
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Fractional Calculus Across Physical Scales: From Classical to Quantum Theories in Low- and High-Dimensional Systems
edited by , Cresus F.L. Godinho and Thiago R. Araujo
submission deadline 30 Sep 2026 | 1 articles | Viewed by 2725 | Submission Open
Keywords: fractional calculus; fractal calculus; classical and quantum non-local field theory; fractional quantum mechanics; dimensional regularization; anomalous transport; viscoelastic continua; fractional renormalization; fractional quantum field theory; fractional gravity; Hamiltonian systems; memory kernels; high-dimensional PDEs; symmetries in fractional systems
(This special issue belongs to the Section E4: Mathematical Physics)
Advances in Queueing Theory and Applications, 2nd Edition
edited by
submission deadline 30 Sep 2026 | 3 articles | Viewed by 2545 | Submission Open
Keywords: queueing theory; stochastic modeling; applied probability
(This special issue belongs to the Section D1: Probability and Statistics)
Advances in Mobile Network and Intelligent Communication, 2nd Edition
edited by , , Pengwenlong Gu, , Tao Gao and Shufeng Li
submission deadline 30 Sep 2026 | 2 articles | Viewed by 2370 | Submission Open
Keywords: 5G/6G networks; mobile networks; intelligent communications; internet of things; edge computing and intelligence; AI for wireless networks
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Applied Mathematical Modelling and Dynamical Systems, 3rd Edition submission deadline 30 Sep 2026 | 4 articles | Viewed by 2291 | Submission Open
Keywords: mathematical modelling; dynamical systems; nonlinear systems; theory of singularities; fixed point theory; bifurcation theory; complex systems; iteration theory; topological dynamics; ergodic theory; symbolic dynamics; population dynamics; embedding problems; networks; synchronization; simulation; chaos; functional equations
(This special issue belongs to the Section C2: Dynamical Systems)
Numerical and Computational Methods in Structural Engineering and Mechanics, 2nd Edition submission deadline 30 Sep 2026 | 2 articles | Viewed by 1959 | Submission Open
Keywords: structural engineering; mechanical problems; fluid–structure interactions; soil–structure interactions; nonlinear vibration; coupled problems; structural reliability; mathematical modeling; multi-scale approaches; large-scale computation; multi-physical simulation; numerical schemes; optimization; control methods; ordinary differential equations; partial differential equations
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Recent Advances in Graph and Hypergraph: Theories, Models and Applications
edited by
submission deadline 30 Sep 2026 | 1 articles | Viewed by 1736 | Submission Open
Keywords: graph theory; hypergraph theory; graph construction; hypergraph construction; graph neural networks; hypergraph neural networks; graph/hypergraph in computer vision; graph/hypergraph-based natural language processing; graph/hypergraph in spatiotemporal modeling; graph/hypergarph-based recommendation systems; LLM with graph/hypergraph
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematical Modeling and Analysis in Pattern Recognition and Computer Vision submission deadline 30 Sep 2026 | 1 articles | Viewed by 1651 | Submission Open
Keywords: mathematical modeling; pattern recognition; machine learning; feature extraction; graphical models; computer vision; image processing; object detection; image segmentation
(This special issue belongs to the Section E1: Mathematics and Computer Science)
New Advances in Computational Finance and Computational Intelligence in Finance, 2nd Edition submission deadline 30 Sep 2026 | 2 articles | Viewed by 1634 | Submission Open
Keywords: fuzzy logic in financial modeling; quantum computing for finance; artificial intelligence in finance; machine learning and big data in finance; financial forecasting; trading algorithms; heuristics and metaheuristics in finance; genetic algorithms in finance; data mining for financial data analysis; digital assets and cryptocurrencies; asset pricing models, libration and simulation; computational risk management; computing and financial management; accounting analytics; earnings management; blockchain-based accounting; big data analytics in auditing; cloud accounting and big data; portfolio optimization algorithms; market analysis algorithms; market simulations; algorithmic trading; hedging strategies; dynamical analysis of financial markets; behavioral finance models; financial markets and firm dynamics
(This special issue belongs to the Section E5: Financial Mathematics)
Advances in Fractional Differential Equations and Applications
edited by Farzana A. McRae and Zahia Drici
submission deadline 30 Sep 2026 | 3 articles | Viewed by 1528 | Submission Open
Keywords: fractional derivative; Caputo fractional derivative; Riemann–Liouville fractional derivative; fractional differential equations; fractional-order systems; nonlocal operators; fractional-order control; non-integer order modelling; analytical methods; numerical methods; stability analysis; mathematical modelling
(This special issue belongs to the Section C1: Difference and Differential Equations)
Computation and Optimization for Emerging Topics in Operations and Supply Chain Management submission deadline 30 Sep 2026 | 2 articles | Viewed by 1460 | Submission Open
Keywords: behavioral operations research and supply chain management; data-driven operations research and supply chain management; platform-based supply chain management; artificial intelligence in operations research and supply chain management; human-ai collaborative in operations management; blockchain-enabled supply chain management; smart supply chain and intelligent logistics; global supply chain management; sustainable operations research and supply chain management
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Advances in Artificial Intelligence and Computational Methods for Prognostics and Health Management of Civil and Mechanical Systems submission deadline 30 Sep 2026 | 2 articles | Viewed by 1456 | Submission Open
Keywords: artificial intelligence; mechanical system; civil infrastructure; computational modeling; physics-informed machine learning; structural health monitoring; failure prediction; damage detection; prognostics and health management
(This special issue belongs to the Section E: Applied Mathematics)
Advanced Modeling and Optimization Techniques for Big Data
edited by
submission deadline 30 Sep 2026 | 1 articles | Viewed by 1439 | Submission Open
Keywords: big data analytics; machine learning; intelligent computing; data security; privacy-preserving computing
(This special issue belongs to the Section E: Applied Mathematics)
Advanced Statistical and Machine Learning Approaches for High-Dimensional Biomedical Data submission deadline 30 Sep 2026 | Viewed by 1132 | 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)
Applications of Partial Differential Equations, 3rd Edition submission deadline 30 Sep 2026 | 2 articles | Viewed by 1015 | Submission Open
Keywords: nonlinear partial differential equations; diffusion equations; wave-type equations; partial differential equations with delay; partial functional differential equations; fractional partial differential equations; numerical solution; analytical solution; modeling
(This special issue belongs to the Section C1: Difference and Differential Equations)
Dynamical Systems & Partial Differential Equations
edited by
submission deadline 30 Sep 2026 | 1 articles | Viewed by 972 | Submission Open
Keywords: dynamical systems; evolution equations; stability and bifurcation; attractors; nonlinear PDEs; dispersive and hyperbolic equations; parabolic/elliptic problems; control and inverse problems; fractional and stochastic PDEs; numerical analysis; data-driven and machine-learning methods for PDEs; multiscale modeling; applications in fluids, materials, and life science
(This special issue belongs to the Section C1: Difference and Differential Equations)
Machine Learning and Computational Methods in Bioinformatics and Biology
edited by Bang Tran
submission deadline 30 Sep 2026 | 1 articles | Viewed by 931 | Submission Open
Keywords: machine learning; bioinformatics; multi-omics integration; single-cell and spatial; transcriptomics; interpretable and reproducible AI
(This special issue belongs to the Section E3: Mathematical Biology)
Data Science and Complex Systems
edited by Francisco J. Altimiras
submission deadline 30 Sep 2026 | Viewed by 909 | Submission Open
Keywords: data science; complex systems; mathematical modeling; network science; computational biology; bioinformatics; machine learning; deep learning; computer vision
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematical Models in Computer Vision
edited by Chun Pong Lau
submission deadline 30 Sep 2026 | Viewed by 829 | Submission Open
Keywords: computer vision; image processing; deep learning; mathematical modeling; artificial intelligence (AI); optimization; computational mathematics
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Numerical Algorithms: Methods and Applications
edited by
submission deadline 30 Sep 2026 | 1 articles | Viewed by 786 | Submission Open
Keywords: mathematics computing; numerical algorithms; differential equations; parallel algorithms; distributed computing; scalable computing; computational optimization; numerical schemes; Monte Carlo methods and algorithms; numerical linear algebra; multiscale and multiphysics problem; machine learning-enhanced numerical solvers
(This special issue belongs to the Section E: Applied Mathematics)
Advances on Numerical Modeling in Geomorphology and Geomechanics
edited by
submission deadline 30 Sep 2026 | 1 articles | Viewed by 706 | Submission Open
Keywords: numerical modeling; geohazards; geomorphology; geotechnical systems; multiphysics and multiscale
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Machine Learning in Manufacturing: Digital Twins, Optimization and Control submission deadline 30 Sep 2026 | Viewed by 453 | Submission Open
Keywords: physics-aware machine learning; digital twins; engineering optimization; hybrid modeling; industry 5.0; trustworthy AI
Application of Converged Network, Cloud Computing, and Big Data
edited by Xianghan Zheng
submission deadline 30 Sep 2026 | Viewed by 453 | Submission Open
Keywords: converged networks; cloud–edge–endpoint collaboration; software-defined networking (SDN), NFV, network slicing (5G/6G); big data analytics and streaming computation; federated learning; privacy-preserving ML; differential privacy; trustworthy AI; data provenance; blockchain for data integrity; resource allocation, autoscaling, and scheduling in cloud/edge; graph learning and network optimization; anomaly detection and AIOps/MLOps for large systems; IoT security; access control; intrusion detection; digital twins for cyber–physical systems; data governance and compliance in multi-cloud; energy-aware and cost-aware intelligent services
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advances in Computational Mechanics and Optimization
edited by and
submission deadline 30 Sep 2026 | Viewed by 437 | Submission Open
Keywords: computational mechanics; structural optimization; topology optimization; finite- and boundary-element methods; meshless and spectral methods; high-performance computing; scientific computing; data-driven computational methods; machine learning-assisted modeling
(This special issue belongs to the Section E: Applied Mathematics)
Generalized Metrics and Fuzzy Similarities: Theory and Applications
edited by , , Halis Aygün and Olga Grigorenko
submission deadline 30 Sep 2026 | Viewed by 425 | Submission Open
Keywords: generalized metrics; fuzzy similarities; fuzzy measures; aggregation functions; decision-making models
(This special issue belongs to the Section E: Applied Mathematics)
Recent Advances in Finite Element Methods with Applications, 2nd Edition
edited by and Shihua Gong
submission deadline 30 Sep 2026 | Viewed by 416 | Submission Open
Keywords: finite element methods; neural networks; mixed finite element methods; spectral element method; discontinuous Galerkin methods; grid methods; meshfree methods; Loubignac iteration; virtual element method; Hpk-FEM; Navier–Stokes equations; magnetohydrodynamic equations; Boussinesq equations; large deformation elasticity; algorithms of FEM; applications of FEM; machine learning; implementation techniques of FEM; computational physics, chemistry and mechanics; computational biomechanics and biomathematics; material modeling; computational applied sciences
(This special issue belongs to the Section E: Applied Mathematics)
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