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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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Bio-Inspired Optimization and Computational Intelligence in Complex Systems submission deadline 31 Mar 2027 | Viewed by 440 | Submission Open
Keywords: bio-inspired computing; swarm intelligence; intelligent computing; intelligent embedded systems; fuzzy logic control; evolutionary algorithms; nature-inspired optimization; complex systems; hybrid intelligent systems; computational intelligence; machine learning for optimization; adaptive systems; soft computing; metaheuristic algorithms; real-time intelligent systems
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Artificial Intelligence-Driven Mathematical Methods for Financial Modeling and Optimization
edited by , and Anthony Graham Bellotti
submission deadline 31 Mar 2027 | 1 articles | Viewed by 439 | Submission Open
Keywords: artificial intelligence in finance; mathematical finance; machine learning; deep learning; reinforcement learning; financial time series analysis; portfolio optimization; algorithmic trading; risk management; explainable AI; Bayesian learning; stochastic modeling; financial forecasting; graph neural networks; financial networks; green finance; ESG risk; systemic risk; quantitative finance; mathematical optimization; credit risk analytics
(This special issue belongs to the Section E5: Financial Mathematics)
Advances in Distributed Artificial Intelligence: Models, Algorithms, and Systems
edited by Junqing Le, Di Zhang and Gao Liu
submission deadline 31 Mar 2027 | 1 articles | Viewed by 435 | Submission Open
Keywords: distributed learning; collaborative intelligence; scalable systems; secure computing
(This special issue belongs to the Section E: Applied Mathematics)
Advances in Network and Cloud Computing
edited by Rongheng Lin
submission deadline 31 Mar 2027 | Viewed by 433 | Submission Open
Keywords: cloud computing; network architecture; edge intelligence; 5G/6G integration; serverless computing; AI/ML optimization; network security; quantum networking; sustainable computing; multi-cloud systems
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematical Modeling in Computational Biology and Bioinformatics
edited by
submission deadline 31 Mar 2027 | Viewed by 425 | 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)
Advances in Partial Differential Equations and Functional Analysis submission deadline 31 Mar 2027 | Viewed by 402 | Submission Open
Keywords: micro-local analysis; index- and k-theory; nonlinear wave phenomena; equations of mixed type; analysis on manifolds with singularities
(This special issue belongs to the Section C1: Difference and Differential Equations)
Mathematical Modeling of Industrial Prognosis and Health Management
edited by
submission deadline 31 Mar 2027 | Viewed by 394 | 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)
Advances in the Theory and Applications of Dynamical Systems
edited by
submission deadline 31 Mar 2027 | 1 articles | Viewed by 345 | Submission Open
Keywords: neural systems; neutral systems; fuzzy systems; memristive systems; markov jump systems; stochastic systems; impulsive systems
(This special issue belongs to the Section C2: Dynamical Systems)
Applied Algebraic Methods in Cryptography
edited by Janusz Szmidt
submission deadline 31 Mar 2027 | Viewed by 339 | Submission Open
Keywords: public key cryptography; cryptoanalysis of block and stream ciphers; fully homomorphic encryption
Medical Statistics and Data Analytics
edited by Fotios Siannis and
submission deadline 31 Mar 2027 | Viewed by 325 | Submission Open
Keywords: medical statistics; meta-analysis; survival analysis; statistical modeling; time-to-event data; survival data; hazard functions; individual participant data (IPD); aggregate data; evidence synthesis; heterogeneity; network meta-analysis; proportional hazards models; biomedical data analytics; evidence-based medicine
(This special issue belongs to the Section D1: Probability and Statistics)
Mathematical Modelling in Structural Dynamics
edited by , and Yuqi Li
submission deadline 31 Mar 2027 | 1 articles | Viewed by 277 | Submission Open
Keywords: structural dynamics modelling; rotor dynamics; vibration analysis; model order reduction; nonlinear oscillations; digital twins; finite element methods; stochastic dynamics
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Computational Mechanics and Its Applications submission deadline 31 Mar 2027 | Viewed by 237 | Submission Open
Keywords: computational mechanics; meshless methods; finite element method; numerical stability; topology optimization; metamaterials; non-linear mechanics; transport phenomena
(This special issue belongs to the Section E: Applied Mathematics)
The Mathematics of Statistical Mechanics and Its Applications submission deadline 31 Mar 2027 | Viewed by 231 | Submission Open
Keywords: statistical mechanics: mathematical methods; complex networks; phase transitions and critical phenomena; interdisciplinary methods and applications of statistical mechanics
(This special issue belongs to the Section E: Applied Mathematics)
Advances in Mathematical Statistics and Intelligent Computing: Theory, Methods and Applications
edited by Shu Su, and
submission deadline 31 Mar 2027 | Viewed by 229 | Submission Open
Keywords: mathematical modeling; statistical modeling; computational methods; stochastic processes; numerical methods; simulation-based methods; optimization; high-dimensional data analysis; time series analysis; statistical inference; asymptotic analysis; data-driven analysis; interdisciplinary modeling; machine learning; approximation algorithms; deep learning; computational mathematics; distributed computing
(This special issue belongs to the Section E: Applied Mathematics)
Advanced Fuzzy Optimization and Decision Making submission deadline 31 Mar 2027 | Viewed by 208 | Submission Open
Keywords: fuzzy optimization; fuzzy decision-making; automated decision-making system; fuzzy set extensions; hybrid uncertainty; quantum-like decision-making; metaheuristics; evolutionary computation; fuzzy set applications
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Mathematical Modeling and Numerical Analysis of Image Processing and Computational Intelligence
edited by , and Jiangang Ding
submission deadline 31 Mar 2027 | Viewed by 202 | Submission Open
Keywords: visual object detection; multi-object tracking; semantic/instance segmentation; multi-modal representation; visual language model; spatio-temporal memory modeling; visual language model; dynamic knowledge graph; deep video understanding; mathematical optimization for computer vision
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Artificial Intelligence and Intelligent Computing for Emerging Digital Technologies submission deadline 31 Mar 2027 | Viewed by 197 | Submission Open
Keywords: artificial intelligence; computational intelligence; deep learning; emerging digital technologies; explainable AI; intelligent computing; intelligent systems; machine learning; mathematical modeling; optimization
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Computational and Analytical Approaches in Geotechnical Engineering submission deadline 31 Mar 2027 | Viewed by 196 | Submission Open
Keywords: computational methods, analytical methods; geotechnical engineering; applied mathematics; mathematical modeling
(This special issue belongs to the Section E: Applied Mathematics)
Machine Learning and Bayesian Inference with Applications
edited by Chengfeng Jia and Jie Ma
submission deadline 31 Mar 2027 | Viewed by 182 | Submission Open
Keywords: Bayesian inference; uncertainty modeling; uncertainty quantification; machine learning
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Applied Statistics, Data-Driven Modeling and Intelligent System Reliability
edited by
submission deadline 31 Mar 2027 | Viewed by 166 | Submission Open
Keywords: applied statistics; intelligent system reliability; data-driven modeling; progressive censoring scheme; Bayesian inference; machine learning; survival analysis; competing risk model; accelerated life testing; k-out-of-n system reliability
(This special issue belongs to the Section E: Applied Mathematics)
Boundary Value Problems and Applications
edited by Jinlian Ren and Rajib Mahamud
submission deadline 31 Mar 2027 | Viewed by 164 | Submission Open
Keywords: theory of PDE/ODE; mathematical modeling; neural network algorithms; fluid mechanics; solid mechanics; quantum physics; plasma; linear/nonlinear dynamics; numerical methods; quantum physics; electromagnetic theory; systems biology; epidemiology; control theory; financial mathematics
(This special issue belongs to the Section C2: Dynamical Systems)
Nonlinear Dynamics and Intelligent Data Processing
edited by
submission deadline 31 Mar 2027 | Viewed by 152 | Submission Open
Keywords: nonlinear dynamics; intelligent data processing; neural networks; chaos; data-driven discovery
(This special issue belongs to the Section C2: Dynamical Systems)
Advances in Multivariate Statistical Data Analysis
edited by Kartlos Kachiashvili
submission deadline 31 Mar 2027 | Viewed by 144 | Submission Open
Keywords: multivariate statistics; data analysis; statistical inferences; dimension reduction; clustering and classification methods; machine learning integration; change-point detection
(This special issue belongs to the Section D1: Probability and Statistics)
Distributed Optimization and Computational Modeling: Approaches and Applications
edited by and
submission deadline 31 Mar 2027 | Viewed by 130 | Submission Open
Keywords: distributed optimization; computational modeling; intelligent computing; numerical simulation; reduced-order modeling; multi-physics modeling; data-driven modeling; physics-informed learning; multi-agent systems; digital twins; intelligent sensing; robotics; engineering applications
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematical Foundations and Advanced Methods in Modern Machine Learning
edited by
submission deadline 31 Mar 2027 | Viewed by 128 | Submission Open
Keywords: mathematical foundations of machine learning; reinforcement learning; multi-agent reinforcement learning; mean-field and graphon methods; geometric machine learning; optimization theory; statistical learning theory; robustness and generalization; structured representation learning; scientific machine learning
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Economic and Financial Perspectives on Cyber Risk: Quantitative Approaches
edited by Albina Orlando and
submission deadline 31 Mar 2027 | Viewed by 116 | Submission Open
Keywords: cyber risk modelling and management; cyber insurance; cybersecurity investments; systemic cyber risk; data-driven methods; mathematical and statistical modelling
(This special issue belongs to the Section E5: Financial Mathematics)
Advances in Statistical AI and Causal Inference, 2nd Edition
edited by
submission deadline 31 Mar 2027 | Viewed by 115 | Submission Open
Keywords: deep neural networks; causal inference; precision medicine; non-asymptotic theory; treatment effect; statistical machine learning
(This special issue belongs to the Section D1: Probability and Statistics)
Advanced Mathematical, Statistical and Computational Intelligence Methods: Theory and Applications
edited by , Eduardo Fernández and
submission deadline 31 Mar 2027 | Viewed by 114 | Submission Open
Keywords: multicriteria decision analysis; optimization under uncertainty; machine learning; fuzzy systems; decision support systems; data-driven modeling; robotics and autonomous systems; engineering applications
(This special issue belongs to the Section D: Statistics and Operational Research)
Mathematical Methods, Graph-Augmented AI, and Trustworthy AI for Modern Data Analysis and Predictive Modeling
edited by
submission deadline 31 Mar 2027 | Viewed by 102 | Submission Open
Keywords: graph-augmented AI; agentic AI; trustworthy AI; knowledge graphs; GraphRAG; retrieval-augmented generation; large language models; multi-agent systems; medical data analysis; web data analysis; data bias analysis; explainable AI; graph neural networks; time-series analysis
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Applications of Deep Neural Networks in Image Processing, 2nd Edition
edited by
submission deadline 31 Mar 2027 | Viewed by 100 | Submission Open
Keywords: image classification; object detection; semantic segmentation; image enhancement (e.g., denoising, deblurring, contrast enhancement, sharpness enhancement); image restoration (e.g., dehazing, deraining, desnowing, deweathering); edge inference of DNNs; loss function design and regularization; optimization algorithms for DNN training; probabilistic postprocessing and uncertainty estimation; mathematical models for image degradation and restoration; convergence analysis and complexity reduction
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advanced Measurement and Risk Analysis
edited by Bharath Sarath
submission deadline 31 Mar 2027 | Viewed by 94 | Submission Open
Keywords: defining risk; measuring risk; reporting risk
(This special issue belongs to the Section E5: Financial Mathematics)
Big Model Mobile Edge Computing: The Fusion Paradigm of Next-Generation Generative Edge Computing
edited by Qiang He
submission deadline 31 Mar 2027 | Viewed by 91 | Submission Open
Keywords: multi-access edge computing (MEC); blockchain mechanisms (BM); federated learning; edge intelligence; 5G/6G networks; digital twins; internet of things (IoT); privacy-preserving data fusion; secure multi-party computation; access control; internet of medical things (IoMT); health data analytics; industrial internet of things (IIoT); risk management; supply chain transparency; real-time edge analytics; low-latency data processing; time-series forecasting; edge-cloud continuum; AI-driven optimization; big data in IoT; human-centric computing; game theory for security; green edge computing
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Chaos-Based Secure Communication and Cryptography, 3rd Edition
edited by
submission deadline 31 Mar 2027 | Viewed by 88 | Submission Open
Keywords: chaos-based cryptography; chaos-based block cipher; chaos-based stream cipher; chaos-based public key cipher; chaos-based synchronization; chaotic optical communications; complex network; cryptanalysis; design of chaotic source; dynamical degradation; multimedia security; image encryption; security evaluation
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Finite-Time Control of Multi‑Agent Systems
edited by , Changhong Wang and
submission deadline 31 Mar 2027 | Viewed by 86 | Submission Open
Keywords: finite-time consensus; learning-based finite-time control; finite-time methods in multi-agent networks; finite-time distributed estimation; finite-time distributed observer; finite-time optimization methods; finite-time formation and flocking control finite-time control methods and application to unmanned systems/cyber–physical systems or other systems
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Dynamic Fuzzy Lie Group Machine Learning: Advanced Theories and Practical Applications
edited by and Li Liu
submission deadline 31 Mar 2027 | Viewed by 84 | Submission Open
Keywords: dynamic fuzzy lie group theory; dynamic fuzzy lie group learnable theory; dynamic fuzzy lie group machine learning interpretable theory; dynamic fuzzy lie group continuous learning; dynamic fuzzy lie group geometric learning; dynamic fuzzy lie group network learning; dynamic fuzzy lie group open learning; dynamic fuzzy lie group multimodal fusion learning; dynamic fuzzy lie group brain-like collaborative learning; dynamic fuzzy lie group neural network learning
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematical Foundations and Methods for Post-Training, Inference, and Evaluation of Large Language Models
edited by Kan Li
submission deadline 31 Mar 2027 | Viewed by 63 | Submission Open
Keywords: large language models; optimization theory for post-training; numerical approximation for efficient inference; statistical methodology for LLM evaluation; reinforcement learning and game theory
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Recent Advances in Control of Dynamical and Robotic Systems
edited by Vicente Mut
submission deadline 31 Mar 2027 | Viewed by 55 | Submission Open
Keywords: robots; control; dynamic systems
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Mathematical Models and Methods of Biological Systems
edited by and Albert Antwi
submission deadline 31 Mar 2027 | Viewed by 50 | Submission Open
Keywords: mathematical biology and systems biology; biomathematics, biostatistics, and bioinformatics; epidemiological and population dynamics modeling; dynamical systems and stochastic processes; computational biology and data-driven modeling; machine learning and artificial intelligence in medicine and healthcare; multiscale modeling of biological and medical systems; optimal control, optimization, and decision science; computational medicine and health data science
(This special issue belongs to the Section E3: Mathematical Biology)
Numerical Methods for the Control and Optimal Design of Complex Nonlinear Systems
edited by Bogdan Nikolov Gilev
submission deadline 31 Mar 2027 | Viewed by 38 | Submission Open
Keywords: nonlinear systems; numerical methods; mathematical modeling; optimal control; robust control; nonlinear optimization; model predictive control; differential equations; stability and bifurcation analysis; inverse problems; uncertainty quantification; computational design
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Advances of Optimization and Learning Algorithms for Fault Diagnosis
edited by
submission deadline 1 Apr 2027 | Viewed by 204 | Submission Open
Keywords: optimization algorithm; machine learning; artificial intelligence; fault diagnosis
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Mathematical Methods for Reliability Design in Complex Engineering Applications
edited by and
submission deadline 1 Apr 2027 | Viewed by 153 | Submission Open
Keywords: complex engineering system; engineering optimization; uncertainty quantification; surrogate modeling; computational efficacy design
(This special issue belongs to the Section D1: Probability and Statistics)
Recent Advances in Control of Nonlinear Systems with Uncertainties
edited by , Xuefei Yang, Menghua Zhang and Xiubo Wang
submission deadline 15 Apr 2027 | Viewed by 121 | Submission Open
Keywords: nonlinear systems; fully actuated system approach; uncertainties; robust control; adaptive control; intelligent control; neural networks; observer design; fault-tolerant control; finite-time control; fixed-time control; prescribed-time control; sliding mode control; model predictive control; autonomous systems; robotics and aerospace applications; data-driven control
(This special issue belongs to the Section E: Applied Mathematics)
Recent Advances in Statistical Regression Models and Applications
edited by Pouya Faroughi
submission deadline 16 Apr 2027 | Viewed by 115 | Submission Open
Keywords: statistical regression; statistical modeling; generalized linear models; count-data models; zero inflation; overdispersion; Bayesian regression; robust regression; penalized regression; shrinkage estimation; high-dimensional data; variable selection; survival analysis; time-series regression; spatial regression; statistical learning; machine learning; predictive modeling; uncertainty quantification; computational statistics; applied statistics; risk and actuarial modeling
(This special issue belongs to the Section D1: Probability and Statistics)
Nonlinear Wave Dynamics: Theories and Applications
edited by Lei Liu
submission deadline 20 Apr 2027 | 1 articles | Viewed by 822 | Submission Open
Keywords: nonlinear wave; soliton; rogue wave; Riemann–Hilbert problem; numerical computation
(This special issue belongs to the Section C2: Dynamical Systems)
Algorithms and Computational Methods for Industrial Vision and Intelligent Inspection
edited by , Junfeng Fan, and
submission deadline 20 Apr 2027 | 1 articles | Viewed by 610 | Submission Open
Keywords: artificial intelligence; deep learning; industrial vision; intelligent inspection; defect detection; anomaly detection; real-time processing; few-shot learning; 3D vision; image segmentation; computer vision
(This special issue belongs to the Section E: Applied Mathematics)
Advances in Computational Physics and Mathematical Physics submission deadline 20 Apr 2027 | Viewed by 538 | Submission Open
Keywords: fluid dynamics; wave phenomena; mathematical methods; numerical methods; electromagnetism; atmospheric pressure plasma; mathematical cosmology; AI
(This special issue belongs to the Section E4: Mathematical Physics)
New Advances in Bioinformatics and Mathematical Modelling, 2nd Edition submission deadline 20 Apr 2027 | Viewed by 420 | Submission Open
Keywords: bioinformatics (genome or protein) databases; molecular cell biology, cell simulation, and modeling; experimental design; clustering, classification, and association rules; interactive data exploration and discovery; search-based data analytics; big data analytics; machine learning; hidden Markov models; global optimization; dynamic programming; evolutionary computation; meta-heuristics algorithms
(This special issue belongs to the Section E3: Mathematical Biology)
AI-Driven Intelligent Optimization Algorithms and Applications, 2nd Edition
edited by and
submission deadline 20 Apr 2027 | Viewed by 238 | Submission Open
Keywords: intelligent optimization algorithms; artificial intelligence methods; machine learning optimization; deep learning optimization; heuristic and metaheuristic optimization; hybrid optimization; automatic algorithm design; multi-objective optimization; dynamic optimization; constrained optimization; industrial optimization; algorithm applications; AI-assisted decision-making
(This special issue belongs to the Section D: Statistics and Operational Research)
Advanced Modeling, Optimization, and Management of Battery Energy Storage Systems
edited by Farhad Salek and
submission deadline 20 Apr 2027 | Viewed by 149 | Submission Open
Keywords: battery state estimation (SoC, SoH, SoP); kalman filtering and nonlinear observers; bayesian inference and moving horizon estimation; hybrid physics–data-driven models; equivalent circuit models (ECMs); electrochemical and PDE-based modeling; thermal modeling and electro-thermal coupling; parameter identification and observability; degradation modeling and prognostics; energy management systems (EMSs)
(This special issue belongs to the Section E: Applied Mathematics)
Modeling and Computational Paradigms in Digital Media Forensics and Security
edited by and Qingxiao Guan
submission deadline 20 Apr 2027 | Viewed by 51 | Submission Open
Keywords: AI-generated content detection; tampering and forgery localization; deepfake detection and mitigation; anti-forensics; media security; cryptography, blockchain, robust watermarking
(This special issue belongs to the Section E1: Mathematics and Computer Science)
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