Mathematics

Complex Systems and Networks

edited by

submission deadline 30 Apr 2026 | Viewed by 173 | Submission Open

Keywords: network theory in economics and financial systems; innovation networks and knowledge diffusion; complex supply chains and logistics; digital transformation and Industry 5.0 ecosystems; business ecosystems and organizational networks; systemic risk and resilience in management; entrepreneurship and start-up ecosystems; AI; machine learning; and algorithmic decision making in networked organizations; social networks and stakeholder ecosystems in business; platform economies and two-sided networks; governance; regulation; and policy in networked systems; sustainability and circular economy networks; generative AI ecosystems and foundation model networks; climate tech networks and just transition ecosystems; network-based approaches to strategy and leadership

(This special issue belongs to the Section C2: Dynamical Systems)

Game Theory and Decision Theory Analysis and Applications

edited by Zejian Zhou and Chao Jiang

submission deadline 30 Apr 2026 | Viewed by 148 | Submission Open

Keywords: game theory; decision theory; mechanism design; multi-agent systems; reinforcement learning; Bayesian decision models; strategic learning; stochastic modeling

(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)

Advances in Bayesian Inference and High-Dimensional Data Analysis

edited by

Min Wang

and Liucang Wu

submission deadline 30 Apr 2026 | Viewed by 137 | Submission Open

Keywords: Bayesian inference; Bayesian computation; prior elicitation; Bayesian modeling; variable selection; Bayesian applications

(This special issue belongs to the Section D1: Probability and Statistics)

Magnetic Resonance Imaging: Mathematical Foundations and Applications

edited by Zhuoxu Cui

submission deadline 30 Apr 2026 | Viewed by 134 | Submission Open

Keywords: magnetic resonance imaging; inverse problems; compressed sensing; k-space; deep learning; image reconstruction; motion correction; imaging physics; optimization; mathematical modeling

(This special issue belongs to the Section E: Applied Mathematics)

Mathematics of Digital Signal Processing: Algorithms, Techniques, and Practical Applications

edited by Osamu Saotome

submission deadline 30 Apr 2026 | Viewed by 126 | Submission Open

Keywords: fractional fourier transform models; post-quantic cryptography; digital transforms; multirate digital filters; embedded electronic subsystems; artificial intelligence; machne learning; microelectronic circuits

(This special issue belongs to the Section E: Applied Mathematics)

Applications of Mathematical Methods in Economics and Finance

edited by Li-Ching Chen and

Li-Hsueh Chen

submission deadline 30 Apr 2026 | Viewed by 122 | Submission Open

Keywords: mathematical modeling; optimization; game theory; econometrics; decision theory; operations research; stochastic processes; eesource allocation; risk analysis; economic dynamics; quantitative methods

(This special issue belongs to the Section E5: Financial Mathematics)

Data Mining, Optimization Algorithms and Applications in the Era of Foundation Models

edited by Minghao Yin and Shuli Hu

submission deadline 30 Apr 2026 | Viewed by 121 | Submission Open

Keywords: data mining; optimization algorithms; domain-specific applications; low-resource scenarios; hybrid modeling and adaptation

(This special issue belongs to the Section E1: Mathematics and Computer Science)

Computational Mathematics Methods and Applications in Engineering Science

edited by

Youness El Hamzaoui

submission deadline 30 Apr 2026 | Viewed by 119 | Submission Open

Keywords: numerical methods for differential equations: the finite element method (FEM) and finite difference method (FDM); the boundary element method (BEM); mesh-free methods and particle methods; numerical solutions for partial differential equations (PDEs) and ordinary differential equations (ODEs) in engineering models; computational optimization and operations research: linear and nonlinear programming; heuristic and metaheuristic algorithms (e.g.; genetic algorithms; particle swarm optimization); applications in logistics; structural design; and resource management; machine learning and artificial intelligence in engineering: neural networks; deep learning; and reinforcement learning for system modeling and control; data-driven modeling and surrogate models for complex simulations; applications in predictive maintenance; process control; and materials discovery; modeling and simulation: multiphysics and multiscale modeling; computational fluid dynamics (CFD); solid mechanics and structural analysis; simulation of transport phenomena (heat; mass; and momentum); computational statistics and data analysis: bayesian methods and uncertainty quantification; high-dimensional data analysis and signal processing; statistical modeling for engineering reliability and risk assessment; applications in engineering disciplines: civil and environmental engineering (e.g.; water resource management; structural health monitoring); mechanical and aerospace engineering (e.g.; aerodynamics; robotics; thermodynamics); chemical and process engineering (e.g.; reactor design; separation processes); electrical engineering (e.g.; electromagnetics; circuit simulation; control systems). materials science (e.g.; computational materials design)

(This special issue belongs to the Section E: Applied Mathematics)

Object Detection: Algorithms, Computations and Practices, 2nd Edition

edited by

Siyu Xia

and

Libo Sun

submission deadline 30 Apr 2026 | Viewed by 114 | Submission Open

Keywords: anchor and anchor-free object detection; few-shot/zero-shot object detection; weak/semi/unsupervised object detection; long-tailed object detection; small object detection; 3D object detection; object detection in challenging conditions; fusion of point cloud and images for object detection; large-scale datasets for object detection

(This special issue belongs to the Section E1: Mathematics and Computer Science)

Mathematical Problems in Financial Fluctuations and Forecasting

edited by Lu Wang

submission deadline 30 Apr 2026 | Viewed by 104 | Submission Open

Keywords: application of advanced statistical techniques to financial forecasting; computational methods for solving complex financial problems; modeling and forecasting of financial market volatility; high-frequency financial data analysis; statistical inference; risk management; stochastic processes; analysis of financial volatility forecasting integrating computer technology and mathematical models

(This special issue belongs to the Section E5: Financial Mathematics)

Recent Advances in Stochastic Processes and Their Applications

edited by

Marcos Escobar-Anel

submission deadline 30 Apr 2026 | Viewed by 96 | Submission Open

Keywords: stochastic covariance; mathematical finance; mathematical insurance; continuous-time process; discrete-time process; financial portfolio management; fractional processes; exotic derivative pricing

(This special issue belongs to the Section D1: Probability and Statistics)

Computational and Machine Learning Methods in Spatial Statistical Modeling

edited by

Mohammad Meysami

and Ali Lotfi

submission deadline 30 Apr 2026 | Viewed by 94 | Submission Open

Keywords: spatial statistical modeling; machine learning for spatial data; spatiotemporal analysis; Bayesian spatial models; deep learning for spatial prediction; Gaussian processes; kriging and geostatistical interpolation; spatial point pattern analysis; cluster detection; autoregressive models; data fusion from multiple spatial sources; spatial uncertainty quantification; applied geospatial data science

(This special issue belongs to the Section D1: Probability and Statistics)

Swarm Intelligence and Optimization Algorithms, Variants, and Real-World Applications

edited by Yiying Zhang

submission deadline 30 Apr 2026 | Viewed by 92 | Submission Open

Keywords: swarm intelligence; optimization algorithms; metaheuristics; real-world applications; hybrid methods

(This special issue belongs to the Section E1: Mathematics and Computer Science)

Complex System Modeling and Intelligent Control in Uncertain Environments

edited by

Yongchuan Tang

submission deadline 30 Apr 2026 | Viewed by 87 | Submission Open

Keywords: complex system; intelligent control; complex system modeling; intelligent control strategy; machine learning in control; AI in control; intelligent control applications; uncertainty in complex system; uncertainty modeling in complex system

(This special issue belongs to the Section E2: Control Theory and Mechanics)

Mathematical and Computational Modelling of Fluid Flow Dynamics

edited by

Zhenquan Li

submission deadline 30 Apr 2026 | Viewed by 82 | Submission Open

Keywords: mathematical modelling of fluid flow; computational fluid dynamics; numerical simulation of fluid flow

(This special issue belongs to the Section C2: Dynamical Systems)

Mathematical and Statistical Modeling in Complex Diseases

edited by Shantia Yarahmadian and Seth F. Oppenheimer

submission deadline 30 Apr 2026 | Viewed by 79 | Submission Open

Keywords: partial differential equations; mathematical biology; mathematical modeling; complex diseases

(This special issue belongs to the Section E3: Mathematical Biology)

Advances in Clustering Analysis and Graph Neural Network

edited by Jie Chen

submission deadline 30 Apr 2026 | Viewed by 77 | Submission Open

Keywords: clustering analysis; graph neural networks; multi-view clustering; graph learning; learning-based methods; optimization problem; applied mathematics; representation learning; spectral clustering; sparse representation; non-negative matrix factorization; subspace clustering; clustering algorithm; similarity matrix; low-rank tensor

(This special issue belongs to the Section E1: Mathematics and Computer Science)

Advances in Control of Stochastic Dynamical Systems

edited by

Xiaofeng Zhang

and Jun Cheng

submission deadline 30 Apr 2026 | Viewed by 76 | Submission Open

Keywords: stochastic control theory; stochastic dynamical systems; stochastic stability; robust optimization; adaptive control for stochastic systems; stochastic differential equations; machine learning in control

(This special issue belongs to the Section C2: Dynamical Systems)

Fluid Mechanics: Theory and Applications

edited by Marco Aurélio Dos Santos Bernardes

submission deadline 30 Apr 2026 | Viewed by 67 | Submission Open

Keywords: computational fluid dynamics (CFDs); theoretical fluid mechanics; turbulence modeling; multiphase flow; reactive flows (combustion); triply periodic minimal surfaces (TPMSs); fluid– structure interaction (FSI); mathematical modeling; high-fidelity simulations (DNS/LES/RANS); transport phenomena

(This special issue belongs to the Section C: Mathematical Analysis)

Machine Learning Techniques and Surrogate Models in Designing, Optimizing, and Analyzing Engineering Systems

edited by

Maolin Shi

submission deadline 30 Apr 2026 | Viewed by 51 | Submission Open

Keywords: machine learning; surrogate model; engineering system; sensitivity analysis; regression; approximation; interpolation; optimization

(This special issue belongs to the Section E1: Mathematics and Computer Science)

Advances in Financial Mathematics and Risk Management

edited by

Domenico Marino

, Piluso Fabio, Jaime Gil Lafuente and

Hussein A. Abdou

submission deadline 1 May 2026 | 8 articles | Viewed by 28761 | Submission Open

Keywords: artificial intelligence; risk management; portfolio optimization; machine learning; decision making

(This special issue belongs to the Section E5: Financial Mathematics)

Optimization and Mathematical Modelling in Transport and Logistics Network

edited by

Libiao Bai

and

Victor Shi

submission deadline 1 May 2026 | 4 articles | Viewed by 3730 | Submission Open

Keywords: low-carbon management; sustainable logistics; transport infrastructure; network optimization; risk management; data-driven models; dynamic modeling

(This special issue belongs to the Section E: Applied Mathematics)

Differential Equations in Decision Making

edited by

Nathan Ritchey

and

Sarah Patterson

submission deadline 1 May 2026 | Viewed by 631 | Submission Open

Keywords: actuarial science; big data; decision making; data science; differential equations; mathematical biology; mathematical modeling; medical decision making; numerical analysis; optimization; predictability; statistical learning

(This special issue belongs to the Section C1: Difference and Differential Equations)

Nonlinear Control and Its Applications

edited by

Manuel Flota-Bañuelos

and

Homero Miranda-Vidales

submission deadline 1 May 2026 | Viewed by 131 | Submission Open

Keywords: nonlinear dynamical systems; mathematical modeling; nonlinear control; system identification; stability; complex systems; control theory; real-world applications; power systems; power electronics

(This special issue belongs to the Section E: Applied Mathematics)

Mathematical Methods and Applications in Signal Analysis, Machine Learning, and Artificial Intelligence

edited by Ikhlas M. Abdel-Qader

submission deadline 7 May 2026 | 1 articles | Viewed by 1811 | Submission Open

Keywords: mathematical methods; signal analysis; machine learning; artificial intelligence; time-frequency analysis; deep learning; image processing; feature extraction; pattern recognition; quantum signal processing

(This special issue belongs to the Section E1: Mathematics and Computer Science)

Advanced Information and Signal Processing: Models and Algorithms

edited by

Li Zhou

and

Xinchao Zhao

submission deadline 10 May 2026 | 4 articles | Viewed by 8614 | Submission Open

Keywords: information processing; signal processing; wireless communications; pattern recognition; network security; computer security; cryptography; biometrics; data mining; knowledge discovery; parallel computing; neural networks; fuzzy logic; image processing; information propagation; opinion spread; multimedia computing; ubiquitous computing; edge computing

(This special issue belongs to the Section E1: Mathematics and Computer Science)

Combinatorics, Riordan Matrices and Umbral Calculus—in Memory of Prof. Emanuele Munarini

edited by

Donatella Merlini

submission deadline 10 May 2026 | 8 articles | Viewed by 7779 | Submission Open

Keywords: enumerative combinatorics; generating functions; combinatorial matrices; Riordan arrays; umbral calculus; sheffer sequences; Hankel matrices and determinants; Riordan group and its subgroups; fractional calculus; combinatorial number theory; combinatorial identities; special functions and special polynomials; hypergeometric series; orthogonal polynomials; q-calculus; matrices and polynomials in graph theory

(This special issue belongs to the Section A: Algebra and Logic)

Recent Advances in Nonlinear Control Theory and System Dynamics

edited by

Zhe Zhang

and

Xiaokang Liu

submission deadline 10 May 2026 | 2 articles | Viewed by 1129 | Submission Open

Keywords: dynamics modeling and analysis of nonlinear systems; nonlinear control theory; stability analysis; analysis and control of fractional systems; chaos control and synchronization; system stability and performance optimization; robot control theory; multiphysics field coupling control; artificial intelligence-driven control theory

(This special issue belongs to the Section E: Applied Mathematics)

Big Data Mining and Knowledge Graph with Application

edited by Xia Xie and

Wenwen Zhang

submission deadline 15 May 2026 | 1 articles | Viewed by 2029 | Submission Open

Keywords: knowledge graph; big data mining; semantic modeling; reasoning; GraphRAG; scene graph-based scene understanding

(This special issue belongs to the Section E1: Mathematics and Computer Science)

Mathematical Methods Applied in Software Engineering

edited by Yingjun Zhang and Liyan Song

submission deadline 15 May 2026 | Viewed by 124 | Submission Open

Keywords: formal methods; software prediction; software verification; mathematical modeling; model checking; logic in software engineering

(This special issue belongs to the Section E1: Mathematics and Computer Science)

Human–Computer Interaction: Techniques, Algorithms and Real-World Impact

edited by

Zhiyuan Yu

submission deadline 15 May 2026 | Viewed by 124 | Submission Open

Keywords: HCI; user experience; autonomous and complex systems; AI-driven algorithm technologies; interactive haptics; human– cybernetics systems; human factor and user behavior

(This special issue belongs to the Section E1: Mathematics and Computer Science)

Application of Mathematical Method in Image Processing

edited by Bo Yang

submission deadline 15 May 2026 | Viewed by 94 | Submission Open

Keywords: image processing; mathematical method; statistical method; image analysis; algorithm

(This special issue belongs to the Section E: Applied Mathematics)

Advances in Network and Cloud Computing

edited by Rongheng Lin

submission deadline 15 May 2026 | Viewed by 79 | 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)

Advances in Statistical AI and Causal Inference

edited by

Huiming Zhang

and

Hengzheng Huang

submission deadline 20 May 2026 | 7 articles | Viewed by 10935 | 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)

Advances in Differential Dynamical Systems with Applications to Economics and Biology, 3rd Edition

edited by

Mihaela Neamțu

,

Eva Kaslik

and

Anca Rădulescu

submission deadline 20 May 2026 | 2 articles | Viewed by 10534 | Submission Open

Keywords: dynamical systems; time delay; stability; bifurcation analysis in economic and biological systems; chaotic behavior; population dynamics; reaction– diffusion systems; economic dynamics; fractional order systems; numerical methods; numerical simulations

(This special issue belongs to the Section C2: Dynamical Systems)

Intelligence Optimization Algorithms and Applications

edited by

Haibin Ouyang

and Kunjie Yu

submission deadline 20 May 2026 | 5 articles | Viewed by 9981 | Submission Open

Keywords: optimization; intelligence algorithms; dynamic optimization; multimodal optimization; constrained optimization; large-scale optimization and application; path-planning; distribution optimization; mechanism optimization design; network optimization; transfer learning; evolutionary optimization; neural architecture optimization; federated learning

(This special issue belongs to the Section E: Applied Mathematics)

New Trends in Advanced Statistical Techniques and AI: A Multidisciplinary Approach

edited by

Araceli Queiruga-Dios

,

Deolinda M. L. Dias Rasteiro

and

María Anciones-Polo

submission deadline 20 May 2026 | 3 articles | Viewed by 6603 | Submission Open

Keywords: applications of AI and statistics in different areas such as education; engineering; healthcare; business; and social sciences; cutting-edge AI and machine learning (ML) models with statistical foundations; high-dimensional data analysis and dimensionality reduction techniques; AI-based statistical inference and optimization; statistical learning in big data; multivariate statistical analysis

(This special issue belongs to the Section D1: Probability and Statistics)

Engineering Thermodynamics and Fluid Mechanics

edited by

Annunziata Palumbo

and

Mario Versaci

submission deadline 20 May 2026 | 3 articles | Viewed by 2983 | Submission Open

Keywords: magnetorheological fluids; advanced thermodynamics; nonlinear wave propagation; computational fluid dynamics; rheological models; biological fluids; multi-scale modeling; hybrid materials; energy management; metamaterials

(This special issue belongs to the Section E4: Mathematical Physics)

Mathematical and Computational Methods for Electrical Engineering

edited by

Nattha Jindapetch

and Hiroshi Saito

submission deadline 20 May 2026 | 1 articles | Viewed by 1298 | Submission Open

Keywords: artificial intelligence; signal processing; power systems; smart grids; fault diagnosis; data-driven modeling; predictive maintenance; digital twin

(This special issue belongs to the Section E: Applied Mathematics)

Recent Developments in Theoretical and Applied Mathematics

edited by

Cristina Flaut

,

Cristina Sburlan

and

Dragos Sburlan

submission deadline 20 May 2026 | 5 articles | Viewed by 1097 | Submission Open

Keywords: algebra and geometry; dynamical systems; computational mathematics; discrete mathematics; differential equations; financial mathematics; mathematical physics; mathematical biology; theoretical computer science; probability theory; statistical methods

Research on Mathematical and Computational Modelling of Systems Biology

edited by Mainul Haque

submission deadline 20 May 2026 | Viewed by 1085 | Submission Open

Keywords: systems biology; computational modelling; mathematical modelling; numerical simulations; data analysis; laboratory experiments

(This special issue belongs to the Section E3: Mathematical Biology)

Advances in Graph Neural Networks

edited by Chaozhuo Li

submission deadline 20 May 2026 | 1 articles | Viewed by 774 | Submission Open

Keywords: graph neural networks; graph representation learning; social network analysis

(This special issue belongs to the Section E: Applied Mathematics)

Recent Advances in Orthogonal Polynomials, Special Functions, and Their Applications

edited by

William Ramirez

submission deadline 20 May 2026 | Viewed by 315 | Submission Open

Keywords: orthogonal polynomials; harmonic analysis; fractional calculus; applied mathematics; special functions and applied mathematics

(This special issue belongs to the Section E: Applied Mathematics)

Fuzzy Methods and Decision Analysis in Engineering

edited by

Liting Jing

and

Shaofei Jiang

submission deadline 20 May 2026 | Viewed by 118 | Submission Open

Keywords: fuzzy systems; intelligent manufacturing; decision analysis; multi-criteria decision-making in engineering design; cognitive decision-making; multi-modal data fusion; decision support system; cloud model; decision risk analysis

(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)

Model Predictive Control: Mathematical Foundations and Emerging Engineering Challenges

edited by

Dingshan Sun

and Jia Xu

submission deadline 20 May 2026 | Viewed by 100 | Submission Open

Keywords: model predictive control; robust and stochastic control; learning-based control; real-time optimization; cyber– physical systems

(This special issue belongs to the Section E2: Control Theory and Mechanics)

Bayesian Learning and Its Advanced Applications

edited by Wei W. Xing and Shandian Zhe

submission deadline 25 May 2026 | 3 articles | Viewed by 4960 | Submission Open

Keywords: Bayesian learning; variational inference; Markov chain Monte Carlo (MCMC); Bayesian neural networks; probabilistic graphical models; Bayesian optimization; Bayesian nonparametrics; approximate Bayesian computation (ABC); Bayesian model selection; Bayesian reinforcement learning; uncertainty quantification; multi-fidelity modeling; physics-informed machine learning; spatial– temporal modeling; digital twins; Bayesian methods for design and optimization

(This special issue belongs to the Section D1: Probability and Statistics)

Statistical and Mathematical Methods in Econometric Analysis

edited by

Fu-Lai Lin

submission deadline 25 May 2026 | Viewed by 78 | Submission Open

Keywords: econometric methodology; statistical inference; mathematical modeling; Bayesian methods; machine learning in econometrics; artificial intelligence; high-dimensional analysis; bootstrap techniques; stochastic processes; optimization in econometrics.

(This special issue belongs to the Section D1: Probability and Statistics)

AI-Driven Computational Methods: Theories, Algorithms and Applications

edited by

Fajie Wang

,

Ji Lin

and Yingbin Chai

submission deadline 29 May 2026 | 1 articles | Viewed by 686 | Submission Open

Keywords: AI-driven computational methods; machine learning for numerical analysis; neural network algorithms; data-driven PDE solvers; physics-informed neural networks; generative adversarial networks; hybrid methods combining traditional numerical approaches and AI; surrogate models; optimization; adaptive algorithms; error estimation; high-performance computing; computational mechanics; scientific computing

(This special issue belongs to the Section E1: Mathematics and Computer Science)

Advances in Artificial Intelligence Algorithms for Anomaly Detection and Pattern Recognition

edited by

Karl O. Jones

submission deadline 29 May 2026 | Viewed by 52 | Submission Open

Keywords: feature extraction; dimensionality reduction; clustering algorithms; artificial intelligence in forensics; forensic AI technologies; multimedia forensic analysis; feature extraction; dimensionality reduction; clustering algorithms; biometric identification

(This special issue belongs to the Section E: Applied Mathematics)

Nonlinear Dynamical Systems: Modeling, Control and Applications

edited by

Luis N. Coria

and

Paul A. Valle-Trujillo

submission deadline 30 May 2026 | 3 articles | Viewed by 6891 | Submission Open

Keywords: applied mathematics; biological; biochemical; and physiological systems; biomathematics and biostatistics; chaos; compact invariant sets; computational methods in control; control theory; ordinary differential equations; electronic and mechanical systems; in silico experimentation; mathematical and computational modeling; nonlinear control theory; nonlinear dynamical systems; nonlinear observers; stability and asymptotic stability theory; synchronization

(This special issue belongs to the Section E2: Control Theory and Mechanics)

Journal Menu

Journal Browser

Special Issues

Further Information

Guidelines

MDPI Initiatives

Follow MDPI