Mathematics

Quantum-Augmented Networks: Foundations, Models and Architecture

edited by Abhishek Parakh and Mahadevan Subramaniam

submission deadline 20 Jan 2026 | Viewed by 68 | Submission Open

Keywords: routing algorithms in quantum– classical hybrid networks; congestion avoidance; security protocols; interoperability issues; multimodal transmission; bandwith optimization; architecture and interfaces; network theory for hybrid systems (topology and information flow); network reliability and fault tolerance; cryptographic protocols; scalability challenges; quantum– classical interfaces; quantum optics and hybrid photonics

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

Mathematical Foundations and Practical Applications of Data Mining and Deep Learning

edited by

Sekyoung Youm

submission deadline 20 Jan 2026 | Viewed by 66 | Submission Open

Keywords: mathematical foundations of data mining and deep learning; optimization and statistical learning for AI-driven decision support; probabilistic models and computational methods in AI; graph theory and matrix computations for smart systems; mathematical modeling for automation and process optimization; cryptanalysis; privacy-preserving AI; and secure machine learning; industrial applications of AI in manufacturing; healthcare; and finance

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

Computational Intelligence in Management Science and Finance

edited by

Giacomo Di Tollo

submission deadline 30 Jan 2026 | 3 articles | Viewed by 13146 | Submission Open

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

Stochastic System Analysis and Control

edited by Tianliang Zhang, Xiangyun Lin and Xiushan Jiang

submission deadline 30 Jan 2026 | 5 articles | Viewed by 5367 | Submission Open

Keywords: stochastic modeling; noise analysis; stochastic processes; control strategies; optimization; system analysis; engineering applications; statistical methods; stochastic reinforcement learning; stochastic partial differential equations; practical implementations

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

Current Research in Biostatistics, 2nd Edition

edited by

Miguel Ángel Montero-Alonso

and

Juan De Dios Luna del Castillo

submission deadline 30 Jan 2026 | 1 articles | Viewed by 886 | Submission Open

Keywords: diagnostic models; causal inference; computational biostatistics; measures of association; prognostic models

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

Dynamic Analysis and Decision-Making in Complex Networks

edited by Dun Han

submission deadline 30 Jan 2026 | 2 articles | Viewed by 665 | Submission Open

Keywords: complex networks; dynamic systems; network decision-making; evolutionary game theory; diffusion and propagation; multi-agent systems; stability and control; network optimization; multilayer networks; data-driven modeling

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

Graph Theory and Applications, 3rd Edition

edited by

Darren Narayan

submission deadline 30 Jan 2026 | 2 articles | Viewed by 643 | Submission Open

Keywords: graph theory; biology; computer science; complex and social networks; engineering

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

Computational Biomechanics and Numerical Analysis: Algorithms and Applications

edited by

Christopher René Torres San Miguel

and

Juan Carlos Jauregui-Correa

submission deadline 30 Jan 2026 | Viewed by 434 | Submission Open

Keywords: computational biomechanics; numerical analysis in biomechanics; tissue mechanics; prosthesis design and optimization; analysis of biomaterials; passive safety in biomechanics; fatigue analysis in biomechanics; medical robotics in biomechanics; computational models in biomechanics; rehabilitation technologies; algorithmic advancements in biomechanics; vibrations in biomechanics

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

Advanced Filtering and Control Methods for Stochastic Systems

edited by Fan Wang and

Qiang Li

submission deadline 30 Jan 2026 | 1 articles | Viewed by 349 | Submission Open

Keywords: stochastic systems; networked control systems; Kalman filter and variants; robust control; H-infinity filtering; stochastic optimal control; model predictive control; data-driven estimation; machine learning in control; distributed filtering; fault detection and diagnosis

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

Stochastic Differential Equations and Applications

edited by Ioannis S. Stamatiou and Christos P. Kitsos

submission deadline 30 Jan 2026 | Viewed by 113 | 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)

Advances in Control Systems for Intelligent and Resilient Engineering Applications

edited by

Aydin Azizi

,

Reza Vatankhah Barenji

, Meisam Babaie and Farhad Salek

submission deadline 30 Jan 2026 | Viewed by 112 | Submission Open

Keywords: intelligent and nonlinear control methods; adaptive and robust control; machine learning in control systems; control applications in industry 4.0/5.0; digital twins and predictive control; cyber– physical and embedded control systems; human-centric and collaborative automation; multi-agent and distributed control; control strategies for renewable energy systems; fuzzy logic; neural networks; and hybrid control techniques

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

Low-Quality Multimodal Data Fusion: Methodologies and Applications

edited by

Liang Zhao

,

Qingchen Zhang

and Boxiang Dong

submission deadline 30 Jan 2026 | Viewed by 49 | Submission Open

Keywords: low-quality multimodal data fusion and analysis; data availability theory for multimodal data; multimodal feature learning; incomplete multimodal data fusion; few-shot cross-modal retrieval; domain adaption and transfer learning; meta learning for low-quality multimodal data; deep neural networks for low-quality multimodal data; graph theory for low-quality multimodal data; knowledge discovery for low-quality multimodal data; AI methods for multimodal data; industrial applications based on low-quality multimodal data fusion; medical applications based on low-quality multimodal data fusion; other advanced applications based on low-quality multimodal data fusion

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

New Insights in Machine Learning (ML) and Deep Neural Networks

edited by Yanming Guo, Yu Liu, Tianyuan Yu and Mingrui Lao

submission deadline 31 Jan 2026 | 5 articles | Viewed by 11751 | 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)

Advances in Fuzzy Decision Theory and Applications, 2nd Edition

edited by

Jun Ye

and

Yanhui Guo

submission deadline 31 Jan 2026 | 6 articles | Viewed by 10448 | Submission Open

Keywords: fuzzy theory; fuzzy decision theory and method; decision making; multicriteria decision making; group decision making; engineering and scientific applications

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

Data Hiding, Steganography and Its Application

edited by

Cheonshik Kim

and

Ki-Hyun Jung

submission deadline 31 Jan 2026 | 5 articles | Viewed by 9359 | Submission Open

Keywords: steganography; steganalysis; watermarking; data hiding; multimedia; social nnetwork; image processing

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

Mathematical Modeling and Numerical Analysis with Applications in Various Fields

edited by Irina G. Nizovtseva

submission deadline 31 Jan 2026 | 10 articles | Viewed by 9224 | Submission Open

Keywords: mathematical modeling; analytical solutions; numerical analysis; aproximation; multiscale problems; stability; convergence; complexity

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

Advances in Switched Systems and Control Theory: Theory and Application

edited by Ben Niu, Yonggui Kao, Yuanxin Li and Xin Wang

submission deadline 31 Jan 2026 | 9 articles | Viewed by 8980 | Submission Open

Keywords: switched system; switched nonlinear MASs; stochastic switched systems; cyber-physical systems; consensus tracking control; intelligent control technique; adaptive control; network attacks

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

Dynamic Modeling and Simulation for Control Systems, 3rd Edition

edited by

Adrian Olaru

, Gabriel Frumusanu and

Catalin Alexandru

submission deadline 31 Jan 2026 | 6 articles | Viewed by 8794 | 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)

Chaotic Systems and Their Applications, 2nd Edition

edited by

Chunhua Wang

and

Hairong Lin

submission deadline 31 Jan 2026 | 6 articles | Viewed by 8148 | Submission Open

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

The Delay Differential Equations and Their Applications

edited by Hebatallah J. Alsakaji and

Snezhana Hristova

submission deadline 31 Jan 2026 | 4 articles | Viewed by 7580 | Submission Open

Keywords: bifurcation; fractional-order; epidemic models; Lyapunov functionals; predator– prey model; sensitivity; stability; stationary distribution; stochastic perturbations; time delays

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

Artificial Intelligence: Deep Learning and Computer Vision

edited by

Juan Manuel Rendón-Mancha

and

Edgar Roman-Rangel

submission deadline 31 Jan 2026 | 6 articles | Viewed by 6205 | Submission Open

Keywords: artificial intelligence; deep learning; computer vision; image classification; image segmentation; image restoration; robot or vehicle autonomous navigation; image-based deep reinforcement learning; generative deep models; computational methods for computer vision; intelligent systems; optimization algorithms for computer vision

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

Finite-Time/Fixed-Time Stability and Control of Dynamical Systems

edited by

Leimin Wang

and

Cheng Hu

submission deadline 31 Jan 2026 | 6 articles | Viewed by 6021 | Submission Open

Keywords: finite-time stability; fixed-time stability; finite-time synchronization; fixed-time synchronization; neural networks; complex networks; multi-agent systems; time-delay systems; control theory; control engineering

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

Financial Mathematics, 3rd Edition

edited by

Antonella Basso

submission deadline 31 Jan 2026 | 2 articles | Viewed by 5762 | Submission Open

Keywords: financial mathematics; bonds and interest rates dynamics; asset allocation and portfolio theory; derivatives and option pricing; credit and sovereign risks; socially responsible investments; performance evaluation of mutual funds; data envelopment analysis; machine learning algorithms; neural networks

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

Machine Learning and Statistical Learning with Applications

edited by

Guang Lin

, Zecheng Zhang and

Christian Moya

submission deadline 31 Jan 2026 | 3 articles | Viewed by 4847 | Submission Open

Keywords: ML and SL model algorithm developments; ML and SL applications for predictive science and engineering; physics-informed neural network model development and applications; operator learning model development and applications; ML algorithms and approaches to handling out-of-distribution; data imbalance; data fusion; etc.; federated learning algorithm development and applications; differential privacy-based ML algorithm development and applications; uncertainty quantification for ML and SL algorithms and applications; large-language model development and applications

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

Formal Methods in Computer Science: Theory and Applications

edited by Asieh Salehi Fathabadi

submission deadline 31 Jan 2026 | 4 articles | Viewed by 3716 | Submission Open

Keywords: formal software engineering; theorem proving; application of formal methods; formal verification; model checking; mathematical logic; formal specification/semantics; modeling languages; safety-critical systems

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

Machine Learning: Mathematical Foundations and Applications

edited by

Haolan Zhang

, Xingsen Li and Yunfa Fu

submission deadline 31 Jan 2026 | 3 articles | Viewed by 3541 | 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)

Application of Mathematical Analysis and Theory to Robotics

edited by

Jaime Gallardo-Alvarado

and

L. A. Alcaraz-Caracheo

submission deadline 31 Jan 2026 | 1 articles | Viewed by 3480 | Submission Open

Keywords: higher-order kinematics; Lie algebra; screw theory; Euclidean group; polynomial equation reduction; elimination methods in kinematics; path planning trajectory; symbolic computation; closed-form solutions; topology optimization; software development; robot stability; computational geometry in robotics; robot singularities; parametrization; synthesis; Monte Carlo methods

(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 Jan 2026 | 4 articles | Viewed by 2992 | 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)

Spectral Theory of Tensors, Tensor (Rank) Decompositions, and Their Applications

edited by Tan Zhang and Shenglong Hu

submission deadline 31 Jan 2026 | 3 articles | Viewed by 2822 | Submission Open

Keywords: tensor eigenvalues; tensor ranks; tensor decompositions; spectral hypergraph theory; positive semi-definite programming; higher-order Markov chains

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

Advances in Machine Learning and Graph Neural Networks

edited by

Marco Antonio Aceves-Fernández

,

Jesus Carlos Pedraza-Ortega

and Sebastián Salazar-Colores

submission deadline 31 Jan 2026 | 3 articles | Viewed by 2797 | Submission Open

Keywords: machine learning (ML); graph neural networks (GNNs); engineering solutions; optimization; biomedical applications; decision-making processes; visual analysis; pattern detection; electrical systems; energy system efficiencies

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

Advanced Research in Fuzzy System and Neural Networks

edited by Fernando Gaxiola

submission deadline 31 Jan 2026 | 2 articles | Viewed by 2753 | Submission Open

Keywords: fuzzy logic; fuzzy systems; feed forward neural network; multilayer perception; convolutional neural network; recurrent neural network; LSTM— long short-term memory network; sequence to sequence models; modular neural network; neuro-fuzzy networks; application of soft computing models

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

Mathematical Method for Artificial Intelligence and Mobile Edge Computing

edited by

Huan Zhou

and Yao Zhang

submission deadline 31 Jan 2026 | 2 articles | Viewed by 2631 | Submission Open

Keywords: artificial intelligence; mobile edge computing; deep-learning algorithm; framework design and optimization; networking architectures

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

Current Topics in Evolutionary Computation and Multi-Objective Optimization

edited by Wenhua Li and Kaiwen Li

submission deadline 31 Jan 2026 | 3 articles | Viewed by 2523 | Submission Open

Keywords: evolutionary algorithms; multi-objective optimization; optimization techniques; theoretical analysis; real-world applications

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

Recent Advances in Scientific Computing & Applications

edited by

Tiberiu Letia

and

Nicolae Tudoroiu

submission deadline 31 Jan 2026 | 2 articles | Viewed by 2382 | Submission Open

Keywords: classical and quantum computing; classical and quantum computer interactions; application development technology; artificial intelligence; research methodology; dynamic control; evolutionary systems involved in dynamic systems; model finding; simulation and identification; algorithm synthesis; conceptual and theoretical frameworks

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

Computational Statistics, Data Analysis and Applications

edited by Shanshan Wang

submission deadline 31 Jan 2026 | 1 articles | Viewed by 2348 | Submission Open

Keywords: statistical models and algorithms; renewable estimation; data visualization; complex data analytics; machine learning; data analysis and applications; computational statistics; forecasting and time series analysis; censored data analysis and applications

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

New Advances in Nonlinear Dynamics Theory and Applications

edited by

Fei Yu

,

Jingru Sun

and

Jun Mou

submission deadline 31 Jan 2026 | 3 articles | Viewed by 2304 | Submission Open

Keywords: nonlinear dynamics theory and its applications; differential equations and difference equations; chaotic systems; mathematical modeling of complex systems and networks; optimization; balance; and stability analysis; nonlinear circuits and memristors; system synchronization and control

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

Numerical Modeling and Mathematical Optimization in Structural Mechanics

edited by

David Martínez-Muñoz

and

José Antonio García

submission deadline 31 Jan 2026 | 1 articles | Viewed by 2251 | Submission Open

Keywords: numerical modeling; mathematical optimization; structural mechanics; finite element analysis; sustainable design; topology optimization; structural health monitoring; computational mechanics; nonlinear analysis; machine learning; stochastic modeling

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

Statistical Theory and Application, 2nd Edition

edited by

Xuejun Wang

submission deadline 31 Jan 2026 | 4 articles | Viewed by 2233 | Submission Open

Keywords: regression analysis; nonparametric statistics; semiparametric statistics; multivariate analysis computational statistics; high-dimensional statistics; probability limit theorems

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

Nonlinear Dynamics, Chaos, and Mathematical Physics

edited by Masoud Asadi-Zeydabadi

submission deadline 31 Jan 2026 | 1 articles | Viewed by 2218 | Submission Open

Keywords: control systems; robotics; chaos; dynamics; signal processing; data analysis; topology

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

Machine Learning in Computational Complex Systems

edited by Duxin Chen

submission deadline 31 Jan 2026 | 2 articles | Viewed by 2109 | Submission Open

Keywords: computational complex systems; machine learning; distributed control and optimization; decentralized learning; robust optimization and privacy protection in computational complex systems; time series analysis in computational complex systems; applications of computational complex systems

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

Advances in Metaheuristic Optimization Algorithms

edited by Alma Rodríguez

submission deadline 31 Jan 2026 | 2 articles | Viewed by 2098 | Submission Open

Keywords: metaheuristics; swarm intelligence; evolutionary computation; artificial intelligence; bio-inspired optimization methods; applied optimization

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

Numerical Methods in Multiphase Flow with Heat and Mass Transfer

edited by Lin Zheng

submission deadline 31 Jan 2026 | 2 articles | Viewed by 2023 | Submission Open

Keywords: computational fluid dynamics; microscopic/mesoscopic method; multiscale modeling; droplet dynamics; gas– liquid/liquid– liquid flows; fluid– solid interactions; miscible and immiscible multicomponent flows; thermo/thermosolutal capillary convection; boiling heat transfer; melting heat transfer

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

Stochastic Control and Optimal Stopping with Applications in Economics and Finance

edited by

Zhaojun Yang

submission deadline 31 Jan 2026 | 2 articles | Viewed by 1799 | Submission Open

Keywords: stochastic control; optimal stopping times; funding for high-tech startups; venture capital; financial contracting; asset pricing; real options; corporate finance; machine learning for finance; mathematical finance; finance theory

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

Mathematical Methods in Machine Learning, Neural Networks and Computer Vision

edited by Zhaoxian Zhou

submission deadline 31 Jan 2026 | 1 articles | Viewed by 1594 | Submission Open

Keywords: machine learning; deep learning; neural networks; image processing; pattern recognition; computer vision; mathematical methods; optimization algorithms; statistical models; autonomous systems

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

Mathematical and Computational Methods in Financial and Risk Forecasting

edited by

Kuang-Hsun Shih

, Shu-Ping Lin and

Yi-Hsien Wang

submission deadline 31 Jan 2026 | 1 articles | Viewed by 1453 | 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 the Research on Solutions of Impulsive Differential Equations

edited by

Xiao-Bao Shu

and

Fei Xu

submission deadline 31 Jan 2026 | 2 articles | Viewed by 1251 | Submission Open

Keywords: impulsive dynamic system; (random) impulsive differential equations; stability theory; existence theory; optimal control; bifurcation and chaos; random dynamic system; stochastic dynamic system

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

Mathematical Models for Data Privacy in Blockchain-Enabled Systems

edited by

Ajay Kumar Shrestha

submission deadline 31 Jan 2026 | 1 articles | Viewed by 1125 | 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 and Applications for Data-Driven/Model-Free Control

edited by

Yonghong Lan

and

Zhuoyun Nie

submission deadline 31 Jan 2026 | 1 articles | Viewed by 1109 | 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)

Mathematical Programming and Optimization Algorithms

edited by

Ivan Derpich

and

Juan M. Sepúlveda

submission deadline 31 Jan 2026 | 1 articles | Viewed by 1062 | Submission Open

Keywords: applied mathematics; mathematical optimization; integer programming; branch and bound; applications of operations research; multi-criteria methods; stochastic programming; approximation algorithms

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

Statistical Machine Learning: Models and Its Applications

edited by

Charlotte Wang

submission deadline 31 Jan 2026 | 1 articles | Viewed by 909 | Submission Open

Keywords: machine learning; statistical learning; data mining; data science; data visualization; feature engineering; generative AI; statistical modeling

(This special issue belongs to the Section D: Statistics and Operational Research)

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