Mathematics

Intelligent Image Processing: From Data-Driven Modeling to Cross-Modal Understanding

edited by Bin Chen

submission deadline 20 Dec 2026 | Viewed by 302 | Submission Open

Keywords: vision transformers; vision few-shot learning; vision self-supervised learning; vision–language models; image generation and editing; diffusion models; trustworthy visual AI; embodied vision

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

Computational Methods and Algorithms for Multimedia Data Analysis and Security, 2nd Edition

edited by Keyang Cheng and Liangmin Wang

submission deadline 20 Dec 2026 | Viewed by 285 | Submission Open

Keywords: multimedia computing; transfer learning; meta learning; continuous learning; model fine-tuning; model retraining; model reuse; representation learning; blockchain; federated learning

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

Control and Engineering of Open Quantum Systems

edited by Zhiyuan Dong

submission deadline 20 Dec 2026 | Viewed by 180 | Submission Open

Keywords: quantum stochastic analysis; open quantum systems; quantum filtering and control; non-commutative stochastic processes; quantum financial mathematics

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

Interdisciplinary Modeling of Socio-Economic Behavior: From Theory to Applications

edited by

Leone Leonida

and Eleonora Muzzupappa

submission deadline 21 Dec 2026 | 2 articles | Viewed by 1401 | Submission Open

Keywords: economic growth; financial modelling; population dynamics; game theory; evolutionary and mean-field games; statistical dynamics; kinetic theory

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

Advances in Graph Labelings and Ramsey Theory in Discrete Structures

edited by Reza Saei

submission deadline 22 Dec 2026 | 2 articles | Viewed by 1411 | Submission Open

Keywords: graph labelling; graph colouring; vertex colouring; edge colouring; ramsey theory; ramsey number; classical ramsey number; discrete structure; extremal graph; graph class

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

Modeling and Optimization in Supply Chain Management

edited by

Rafael Guillermo García-Cáceres

submission deadline 25 Dec 2026 | 7 articles | Viewed by 7170 | Submission Open

Keywords: supply chain management; integrated modeling; optimization techniques; strategic planning; tactical planning; decision support systems; inventory management; production planning; distribution logistics; risk management; simulation; artificial intelligence; machine learning; resilience; efficiency

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

Nonlinear Dynamical Systems Under Uncertainty, Noise, and Time Delays

edited by

Srđan Kostić

submission deadline 30 Dec 2026 | Viewed by 163 | Submission Open

Keywords: time delay; synchronization; nonlinear dynamics; chaos; complex systems; bifurcation; bursting

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

Advances in Blockchain and Intelligent Computing

edited by Haibo Wu

submission deadline 31 Dec 2026 | 4 articles | Viewed by 26818 | Submission Open

Keywords: blockchain; artificial intelligence; data governance; federated computing

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

Dynamic Modeling and Simulation for Control Systems, 3rd Edition

edited by

Adrian Olaru

, Gabriel Frumusanu and

Catalin Alexandru

submission deadline 31 Dec 2026 | 12 articles | Viewed by 24743 | Submission Open

Keywords: mathematical modeling; numerical simulation; optimization algorithms; control systems; time response analysis; time-delay systems; feedback control; networked control; stochastic control; fault detection; robust control; adaptive control; frequency response analysis; stability analysis; fuzzy logic; data acquisition; neural networks; artificial intelligence; mechanical and electrical interaction; physical engineering design

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

Mathematical and Computational Methods in Financial and Risk Forecasting

edited by

Kuang-Hsun Shih

, Shu-Ping Lin and

Yi-Hsien Wang

submission deadline 31 Dec 2026 | 4 articles | Viewed by 15261 | Submission Open

Keywords: machine learning; cryptocurrency; financial risk forecasting; derivative pricing; portfolio optimization; computational finance; artificial intelligence; intelligent banking and finance; digital asset management

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

Advances in Statistics, Biostatistics and Medical Statistics

edited by Tiago Dias Domingues

submission deadline 31 Dec 2026 | 8 articles | Viewed by 12410 | Submission Open

Keywords: biostatistics; epidemiology; statistical methods applied to medicine; serological data analysis; statistical inference

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

New Advances in Graph Neural Networks (GNNs) and Applications

edited by

Hua Duan

submission deadline 31 Dec 2026 | 5 articles | Viewed by 11041 | Submission Open

Keywords: graph neural network; machine learning; applied mathematics; computer vision; artificial intelligence

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

Optimization and Mathematical Modelling in Transport and Logistics Network

edited by

Libiao Bai

and

Victor Shi

submission deadline 31 Dec 2026 | 6 articles | Viewed by 10023 | 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)

Numerical Analysis and Finite Element Method with Applications

edited by Junqi Zhang and Guoliang Zhang

submission deadline 31 Dec 2026 | 6 articles | Viewed by 9967 | Submission Open

Keywords: computational mechanics; novel discretization schemes; finite element method; multi-physics simulation; nonlinear analysis; multi-scale modeling; topological optimization; inverse problem; high-performance computing; data-driven modeling

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

Modeling, Simulation, Control and Optimization in Engineering with Applications, 2nd Edition

edited by

Montserrat Gil-Martinez

,

Ramón Vilanova Arbós

and

Marian Barbu

submission deadline 31 Dec 2026 | 5 articles | Viewed by 9757 | Submission Open

Keywords: control systems; multi-objective optimization; modeling; simulation; optimal control; robustness; stochastic modeling and control; time-varying systems; robust control; adaptative control; model-predictive control; nonlinear control; fuzzy systems; neural networks; numerical methods; fault detection; fault diagnosis; fault tolerance; data-driven control; distributed control systems; evolutionary computation; machine learning; signal processing; sensor fusion and state estimation; system identification

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

Advanced Research in Mathematical Economics and Financial Modelling, 2nd Edition

edited by

Oana-Ramona Lobonț

,

Chi-Wei Su

,

Noja Grațiela Georgiana

and

Weike Zhang

submission deadline 31 Dec 2026 | 11 articles | Viewed by 9146 | Submission Open

Keywords: mathematical economics; financial modelling; financial engineering; structural equation modelling; spatial statistics and econometrics; stochastic optimization; measurement, network analysis and sampling techniques

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

Advances in Statistical Approaches with Applications for Multivariate Data Analysis

edited by Md Erfanul Hoque

submission deadline 31 Dec 2026 | 9 articles | Viewed by 8598 | Submission Open

Keywords: multivariate data; biostatistical methods; time series analysis; dynamic data science; machine/statistical learning; computational statistics; bayesian analysis; longitudinal data analysis; image analysis; spatial/spatio temporal analysis

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

Bayesian Learning and Its Advanced Applications

edited by

Wei W. Xing

and Shandian Zhe

submission deadline 31 Dec 2026 | 3 articles | Viewed by 8553 | 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)

Analytical Frameworks and Methods for Cybersecurity, 2nd Edition

edited by

Todor Tagarev

submission deadline 31 Dec 2026 | 2 articles | Viewed by 7532 | Submission Open

Keywords: Cybersecurity; Cyber–physical systems; Cyber persona; Influence operations; Attack modelling; Situational awareness; Intrusion detection; Classification; Forensics; Risk management; Resilience; Coding; Cryptography; Artificial intelligence; Deep learning; Afrikaans; Albanian; Amharic; Arabic; Armenian; Azerbaijani; Bengali; Bulgarian; Catalan; Croatian; Czech; Danish; Dutch; English; Estonian; Finnish; French; German; Greek; Gujarati; Haitian Creole; Hebrew; Hindi; Hungarian; Icelandic; Indonesian; Italian; Japanese; Kannada; Kazakh; Khmer; Korean; Kurdish (Kurmanji); Lao; Latvian; Lithuanian; Malagasy; Malay; Malayalam; Maltese; Maori; Marathi; Myanmar (Burmese); Nepali; Norwegian; Pashto; Persian; Polish; Portuguese; Punjabi; Romanian; Russian; Samoan; Simplified Chinese; Slovak; Slovenian; Spanish; Swedish; Tamil; Telugu; Thai; Traditional Chinese; Turkish; Ukrainian; Urdu; Vietnamese; Welsh

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

Mathematics, Computer Programming, and Artificial Intelligence in 2D and 3D Software

edited by

Tihomir Dovramadjiev

submission deadline 31 Dec 2026 | 1 articles | Viewed by 7214 | Submission Open

Keywords: mathematics; programming; artificial intelligence; coding; industry 5.0; 2D and 3D software; open-source; digital; addons

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

Numerical Methods Applied to Mathematical Problems

edited by

Dimitris F. Papadopoulos

submission deadline 31 Dec 2026 | 4 articles | Viewed by 7179 | Submission Open

Keywords: computational mathematics; error analysis; interval analysis; numerical algorithms; numerical analysis; numerical methods; numerical stability; optimization; ordinary differential equations; partial differential equations

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

Codes, Designs, Cryptography and Optimization, 3rd Edition

edited by

Raúl M. Falcón

submission deadline 31 Dec 2026 | 2 articles | Viewed by 6396 | Submission Open

Keywords: association schemes; block design; cryptosystems; difference sets; Hadamard matrices; Latin squares; lattices; matroids; networks; orthogonal arrays

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

Mathematical Methods Applied in Power Systems, 2nd Edition

edited by

Gheorghe Grigoras

,

Radu Porumb

and

Dan Doru Micu

submission deadline 31 Dec 2026 | 6 articles | Viewed by 6169 | Submission Open

Keywords: modeling and simulation; applied numerical methods; computational techniques; performance analysis and forecasting; optimization and operational research; data mining and soft computing; statistics; evolutionary computation; fuzzy logic; expert systems

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

Mathematical Modelling and Numerical Analysis in Electrical Engineering, 3rd Edition

edited by

Udochukwu B. Akuru

,

Ogbonnaya I. Okoro

and

Yacine Amara

submission deadline 31 Dec 2026 | 4 articles | Viewed by 6167 | Submission Open

Keywords: applied mathematics; finite element analysis; numerical modeling and analysis; analytical modeling; electrical power engineering; electrical machines; electrical networks; renewable energy devices; design optimization; power systems; electromagnetic fields; mathematical modeling; computer-aided design and modeling; industrial design and prototyping

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

Fractional Differential Equations, Inclusions and Inequalities with Applications: 3rd Edition

edited by

Sotiris K. Ntouyas

submission deadline 31 Dec 2026 | 7 articles | Viewed by 5821 | Submission Open

Keywords: fractional differential equations; fractional differential inclusions; fractional inequalities; boundary value problem; existence

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

Uncertainty Theory and Applications

edited by Zhe Liu and

Hua Ke

submission deadline 31 Dec 2026 | 3 articles | Viewed by 5565 | Submission Open

Keywords: uncertainty theory; uncertain differential equations; reliability; fuzzy logic; Bayesian statistics; decision-making; multi-agent; uncertainty theory; uncertain dynamic systems; uncertain statistics; uncertain programming; uncertain logic; uncertain differential equation; uncertain inference

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

Spatial Statistics: Methods and Applications

edited by Hanchen Yu

submission deadline 31 Dec 2026 | 2 articles | Viewed by 5561 | Submission Open

Keywords: spatial statistics; spatial modeling; spatial analysis

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

Advances in Artificial Intelligence, Machine Learning and Optimization, 2nd Edition

edited by Zne-Jung Lee and

Liang-Hung Wang

submission deadline 31 Dec 2026 | 8 articles | Viewed by 5448 | Submission Open

Keywords: artificial intelligence; machine learning; optimization; biocomputing; intelligent control; intelligent computing; data mining; deep learning; intelligent technologies and applications in engineering

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

New Perspectives in Harmonic Analysis

edited by Stephen Casey

submission deadline 31 Dec 2026 | 4 articles | Viewed by 5255 | Submission Open

Keywords: shannon sampling; irregular sampling; interpolation theory; Gabor systems; wavelets; frame theory; information theory; deep learning

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

Advanced Mathematical Programming and Applications in Operations Research

edited by

Sung Won Cho

submission deadline 31 Dec 2026 | 2 articles | Viewed by 5238 | Submission Open

Keywords: operations research; mathematical programming; computational optimization; data-driven optimization; multi-objective optimization; computational algorithms; supply chain management; machine learning; heuristic methods

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

Research and Application of Network and System Security

edited by Donghai Tian and

Ping Chen

submission deadline 31 Dec 2026 | 3 articles | Viewed by 5234 | Submission Open

Keywords: dynamic heterogeneous redundancy; computational intelligence; network security; mathematical cryptography; cybersecurity; malware analysis; threat prediction; algebraic structures; neural networks; optimization algorithms; computational complexity; mimic defense; cloud computing; edge computing; intelligent connected vehicles

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

Differential Geometry, Geometric Analysis and Their Related Applications, 2nd Edition

edited by

Mića S. Stanković

submission deadline 31 Dec 2026 | 7 articles | Viewed by 5163 | Submission Open

Keywords: differential geometry; geometric analysis; manifolds; Finsler geometry; symplectic geometry; contact geometry; complex and Kähler geometry; geodesic mappings; Minkowski spaces; geometric inequalities; geometric models; infinitesimal deformations of curves and surfaces; tensor calculus; spaces with non-symmetric affine connection; generalized Riemannian spaces

(This special issue belongs to the Section B: Geometry and Topology)

AI in Game Theory: Theory and Applications

edited by

Alessia Donato

and

David Carfì

submission deadline 31 Dec 2026 | 3 articles | Viewed by 5066 | Submission Open

Keywords: artificial intelligence; Game Theory; decision-making; evolutionary algorithm; Pareto front; machine learning

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

Advances and Applications for Data-Driven/Model-Free Control

edited by

Yonghong Lan

and

Zhuoyun Nie

submission deadline 31 Dec 2026 | 5 articles | Viewed by 4981 | Submission Open

Keywords: data-driven control; model free adaptive control; discrete-time systems; dynamic linearization; pseudo-partial derivative

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

Advances in Differential Geometry and Its Applications, 2nd Edition

edited by

Stéphane Puechmorel

submission deadline 31 Dec 2026 | 5 articles | Viewed by 4930 | Submission Open

Keywords: Riemannian geometry; symplectic geometry; contact geometry; information geometry; gauge theory; Lie groups and Lie algebras; applications to machine learning; applications to data analysis

(This special issue belongs to the Section B: Geometry and Topology)

Advances in Flexible Parametric Distributions for Modeling Skewness and Kurtosis

edited by

Yuri A. Iriarte

submission deadline 31 Dec 2026 | 5 articles | Viewed by 4536 | Submission Open

Keywords: flexible statistical distributions; parametric modeling; skewness; kurtosis; simulation methods; estimation algorithms; non-normal data; statistical applications

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

Multi-Source Information Fusion and Fuzzy Uncertainty Reasoning in Interdisciplinary Applications

edited by Liguo Fei

submission deadline 31 Dec 2026 | 1 articles | Viewed by 4471 | Submission Open

Keywords: intelligent computing; fuzzy set theory; public governance; uncertainty quantification; generative artificial intelligence; engineering applications; decision theory; risk analysis; optimization techniques; urban governance; public safety; mathematical analysis; emergency management; social governance; disaster management; extreme climate

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

Recent Advances in Machine Learning Methods for Medical Imaging Analysis

edited by

Xiaopeng Yang

and

Danila Germanese

submission deadline 31 Dec 2026 | 3 articles | Viewed by 4367 | Submission Open

Keywords: machine learning; medical imaging analysis; computer vision; deep learning; supervised learning; unsupervised learning; self-supervised learning; semi-supervised learning; classification; segmentation; registration; detection; attention; vision transformer

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

Partial Differential Equations with Applications: Analytical Methods, 2nd Edition

edited by

Almudena del Pilar Marquez Lozano

and

Chaudry Masood Khalique

submission deadline 31 Dec 2026 | 3 articles | Viewed by 4299 | Submission Open

Keywords: partial differential equations; ordinary differential equations; mathematical model; analytical solutions; solution techniques; Lie symmetries; conservation laws; symmetry methods; Painlevé properties; Painlevé test

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

Emerging Applications of Evolutionary Computing and Swarm Intelligence

edited by

Abel Garcia-Najera

, Karen Miranda, Saúl Zapotecas-Martínez and Adriana Menchaca-Méndez

submission deadline 31 Dec 2026 | 2 articles | Viewed by 4296 | Submission Open

Keywords: genetic algorithms; evolution strategy; estimation of distribution algorithms; differential evolution; swarm intelligence; ant colony optimization; artificial bee colony algorithm; operations research; networks; artificial intelligence; big data

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

Statistical Analysis and Data Science for Complex Data, 2nd Edition

edited by

Li-pang Chen

submission deadline 31 Dec 2026 | 6 articles | Viewed by 4165 | Submission Open

Keywords: algorithm; big data; high dimensionality; noisy data

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

Differential Equations Applied in Fluid Dynamics

edited by

Imre Ferenc Barna

submission deadline 31 Dec 2026 | 3 articles | Viewed by 4117 | Submission Open

Keywords: fluid dynamics; symmetry transformations; differential equations

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

Machine Learning, Statistics and Big Data, 2nd Edition

edited by

Codruta Mare

submission deadline 31 Dec 2026 | 2 articles | Viewed by 3867 | Submission Open

Keywords: statistics; econometrics; machine learning; big data; financial econometrics; spatial econometrics; spatial machine learning; sentiment analysis; FinTech; digital finance; artificial intelligence; supervised vs. unsupervised learning; forecasting methods; IoT; cloud; blockchain; architecture for big data; big data analytics; data mining; cyberspace

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

Stochastic Differential Equations and Applications

edited by

Ioannis S. Stamatiou

and Christos P. Kitsos

submission deadline 31 Dec 2026 | 3 articles | Viewed by 3690 | Submission Open

Keywords: stochastic differential equations; numerical methods for stochastic differential equations; stochastic processes; mathematical finance

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

Research on Mathematical Modeling and Prediction of Financial Risks

edited by Chao Liang

submission deadline 31 Dec 2026 | 4 articles | Viewed by 3474 | Submission Open

Keywords: mathematics and economics; volatility forecasting analysis; advanced option pricing models; sentiment analysis and text mining; credit risk and portfolio optimization modeling; time series analysis combined with machine learning modeling; statistical inference: construction of financial models and derivation of their properties; interest rate modeling: new approaches to modeling the term structure of interest rates, incorporating market microstructure and macroeconomic factors; high-frequency data analysis: statistical and econometric methods for analyzing high-frequency financial data, capturing intraday patterns and market microstructure effects; numerical methods for financial models: development and implementation of efficient numerical methods for solving complex financial models, including finite difference methods, Monte Carlo simulations, and Fourier transform techniques

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

Bioinformatics, Computational Theory and Intelligent Algorithms

edited by

Shu-Chuan (Grace) Chen

, Surajit Ray, Emanuele Zappala and

Abhirup Banerjee

submission deadline 31 Dec 2026 | 2 articles | Viewed by 3454 | Submission Open

Keywords: artificial intelligence; machine learning; computational algorithms; bioinformatics; big data

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

Dynamical System and Stochastic Analysis, 2nd Edition

edited by

Jun Huang

and

Yueyuan Zhang

submission deadline 31 Dec 2026 | 1 articles | Viewed by 3452 | Submission Open

Keywords: random structures, parameters and noises; stochastic systems; control theory and applications; estimation; fault diagnosis; prognostics; optimization; applied mathematics; control engineering; signal processing; numerical simulation; finite element analysis

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

New Advances in Complex Analysis and Functional Analysis

edited by

Stanisława Kanas

submission deadline 31 Dec 2026 | 5 articles | Viewed by 3379 | Submission Open

Keywords: harmonic and quasiconformal mappings; entire and meromorphic functions; univalent and multivalent functions; subordinations and complex operator theory; geometrical aspects of complex analysis; special functions; applications of symmetry in mathematical analysis

(This special issue belongs to the Section C4: Complex Analysis)

Advances in Intelligent Control Theory and Robotics

edited by

Fangfang Dong

, Jiang Han and Xiaomin Zhao

submission deadline 31 Dec 2026 | 3 articles | Viewed by 3328 | Submission Open

Keywords: intelligent control; robotics; machine learning; autonomous systems; robotic manufacturing; swarm systems; adaptive control; cooperative control; smart factories; collaborative robots (cobots)

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

Advances in Operator Theory and Nonlinear Evolution Equations

edited by

Yoritaka Iwata

submission deadline 31 Dec 2026 | 4 articles | Viewed by 2882 | Submission Open

Keywords: operator theory; nonlinear semigroup; operator algebra; Riesz-Dunford integral; resolvent approximation; logarithmic representation

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

Journal Menu

Journal Browser

Special Issues

Further Information

Guidelines

MDPI Initiatives

Follow MDPI