Mathematics

edited by Juan L. Mata-Machuca

submission deadline 31 Dec 2025 | Viewed by 175 | Submission Open

Keywords: analysis of nonlinear dynamics; modeling of nonlinear systems; nonlinear observers; nonlinear controllers; estimation; stabilization; parameter identification; chaotic systems; fractional-order systems; applications of control theory

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

Advanced Algorithm for Clustering: Optimization and Applications

edited by

Peng Zhou

and

Liang Du

submission deadline 31 Dec 2025 | Viewed by 138 | Submission Open

Keywords: clustering; optimization; machine learning; data mining

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

Distributed Systems: Algorithms, Methods, and Applications

edited by Pier Luca Montessoro and

David Palma

submission deadline 31 Dec 2025 | Viewed by 133 | Submission Open

Keywords: applied cryptography; cloud computing; computer networks; distributed algorithms; distributed control systems; distributed systems; distributed system security; information security; Internet of Things (IoT); networking algorithms; optimization techniques; performance evaluation; privacy-enhancing technologies; privacy-preserving data sharing and exchange

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

Mathematical Aspects of Trading and Valuating Financial Assets

edited by

Gil Cohen

and

Mahmoud Qadan

submission deadline 1 Jan 2026 | 6 articles | Viewed by 52210 | Submission Open

Keywords: trading systems; high frequency; stocks valuation; cryptocurrencies; complex systems; simulations

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

Mathematical Modeling and Simulation in Mechanics and Dynamic Systems, 3rd Edition

edited by

Maria Luminița Scutaru

,

Catalin I. Pruncu

and

Luciano Lamberti

submission deadline 1 Jan 2026 | 8 articles | Viewed by 12140 | Submission Open

Keywords: dynamic systems; modelling of nonlinearities; algorithm; computer simulation; finite elements method

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

Advanced Studies in Mathematical Optimization and Machine Learning

edited by

Rabian Wangkeeree

submission deadline 1 Jan 2026 | 1 articles | Viewed by 1628 | Submission Open

Keywords: mathematical optimization; machine learning algorithms; stability analysis; non-convex and stochastic optimization; adaptive optimization methods

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

Multi-Criteria Decision Making Under Uncertainty

edited by

Liang Wang

and

Alvaro Labella

submission deadline 10 Jan 2026 | 4 articles | Viewed by 5514 | Submission Open

Keywords: large-scale group decision making; consensus reaching process; multi-criteria sorting; emergency decision making; emergency early warning; risk analysis

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

Inverse Problems and Numerical Computation in Mathematical Physics

edited by Youjun Deng

submission deadline 10 Jan 2026 | 4 articles | Viewed by 4134 | Submission Open

Keywords: inverse problems; numerical computation; uniqueness and stability; iterative methods; optimization; regularization; deep learning

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

Robust Optimization in Federated Learning for Industrial IoT: Mathematical Foundations

edited by

Chunjiong Zhang

and

Tao Xie

submission deadline 10 Jan 2026 | Viewed by 1718 | Submission Open

Keywords: robust optimization; Federated Learning (FL); Industrial Internet of Things (IIoT); mathematical foundations; communication-efficient optimization; privacy-preserving techniques; cybersecurity; IIoT edge devices; data privacy

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

Machine Learning and Optimization for Clustering Algorithms

edited by

Yalan Qin

submission deadline 10 Jan 2026 | 1 articles | Viewed by 708 | Submission Open

Keywords: machine learning; clustering; optimization

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

Mathematics Methods in Quantum Physics and Its Applications

edited by

Lebin Ho

submission deadline 10 Jan 2026 | 1 articles | Viewed by 699 | Submission Open

Keywords: mathematical methods in quantum physics; quantum information theory; quantum computing; quantum control; quantum estimation and metrology; open quantum systems; quantum thermodynamics; quantum field theory; many-body systems; variational quantum algorithms; quantum machine learning; operator theory; functional analysis; group theory; topological methods; numerical methods

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

Advances in Computational Structural Engineering and Computational Mathematics

edited by

Giuseppe Lovisi

and

Rosa Penna

submission deadline 10 Jan 2026 | Viewed by 539 | Submission Open

Keywords: computational structural analysis; numerical methods in engineering; algorithmic design; structural optimization; computational fluid dynamics (CFD); data-driven modelling in engineering; machine learning applications in structural engineering; finite element analysis (FEA); high-performance computational engineering; mathematical modelling in civil engineering; stochastic models for structural engineering; nonlinear dynamics in structural systems; computational geomechanics; high-performance computing for simulations; structural dynamics; structural health monitoring

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

Contemporary Bayesian Analysis: Methods and Applications

edited by Nuttanan Wichitaksorn and Mengheng Li

submission deadline 10 Jan 2026 | Viewed by 437 | Submission Open

Keywords: Bayesian analysis; econometrics and statistics; time series analysis and forecasting; Bayesian applications; Bayesian machine learning

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

Mathematical Models in Computer Vision

edited by Chun Pong Lau

submission deadline 10 Jan 2026 | Viewed by 278 | Submission Open

Keywords: computer vision; image processing; deep learning; mathematical modeling; artificial intelligence (AI); optimization; computational mathematics

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

Advanced Statistical Methods Novel Design and Analysis of Clinical Trials

edited by Shein-Chung Chow

submission deadline 10 Jan 2026 | Viewed by 188 | Submission Open

Keywords: adaptive design; real-world data/evidence (RWD/RWE); biomarker development; rare disease drug development; AI; machine learning; model-informed drug development (MIDD); biosimilar product development; benefit– risk assessment

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

Advancements in Stochastic Processes and Random Matrices

edited by

Manuel O Cáceres

and

Marco Nizama

submission deadline 10 Jan 2026 | Viewed by 135 | Submission Open

Keywords: statistical mechanics on random planar graphs; disorder in classic and quantum systems; stochastic and active random media; data science and machine learning; information theory; number theory; non-equilibrium physics; complex chemistry; biology models; economic sciences; social sciences

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

Statistics, Data Analytics, and Machine Learning in Manufacturing

edited by

Qing Li

submission deadline 10 Jan 2026 | Viewed by 117 | Submission Open

Keywords: process monitoring/prognosis; anomaly/defect detection; uncertainty quantification; system/process optimization; reliability analysis; statistics; machine learning/deep learning; data fusion; measurements; quality assurance; uncertainty propagation; digital twin; geometry compensation

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

Applications of Artificial Intelligence Algorithms for Intelligent Transportation Systems

edited by

Yuke Li

submission deadline 11 Jan 2026 | Viewed by 122 | Submission Open

Keywords: multimodal perception; sensor fusion; autonomous driving; reliability modeling; Kalman filtering; deep feature alignment; robustness in extreme driving conditions; safety measures; XAI

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

Modeling, Optimization and Control of Industrial Processes

edited by

Marjan Golob

submission deadline 15 Jan 2026 | 7 articles | Viewed by 17178 | Submission Open

Keywords: process control; biotechnology; mathematical modeling and identification; numerical analysis and simulation; data-driven modeling and control; fuzzy systems and control; machine learning; digital twins; process industry

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

New Aspects of Differentiable and Not Differentiable Function Theory

edited by

Octav Olteanu

and

Savin Treanta

submission deadline 15 Jan 2026 | 4 articles | Viewed by 4110 | Submission Open

Keywords: optimization; convexity; inequalities; extension of linear operators; approximation; moment problems; Banach lattices; self-adjoint operators; integral equations; ordinary differential equations; partial differential equations; dynamical systems TRANSLATE with x English Arabic Hebrew Polish Bulgarian Hindi Portuguese Catalan Hmong Daw Romanian Chinese Simplified Hungarian Russian Chinese Traditional Indonesian Slovak Czech Italian Slovenian Danish Japanese Spanish Dutch Klingon Swedish English Korean Thai Estonian Latvian Turkish Finnish Lithuanian Ukrainian French Malay Urdu German Maltese Vietnamese Greek Norwegian Welsh Haitian Creole Persian // TRANSLATE with COPY THE URL BELOW Back EMBED THE SNIPPET BELOW IN YOUR SITE Enable collaborative features and customize widget: Bing Webmaster Portal Back // This page is in English Translate to Simplified Chinese 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 Always translate English to Simplified ChinesePRO Never translate English Never translate admin.mdpi.com

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

Mathematical Modeling and Optimization in Signal Processing

edited by Wenbo Zhang, Jianping Li and

Feng Tian

submission deadline 15 Jan 2026 | 1 articles | Viewed by 3995 | Submission Open

Keywords: mathematical model; optimization; signal processing; optical fiber communications

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

Mathematical Applications in Digitalization, Electrification, and Sustainable Development

edited by

Nikolay Hinov

submission deadline 15 Jan 2026 | 1 articles | Viewed by 1142 | Submission Open

Keywords: mathematical models; optimization; numerical methods; digitalization; cybersecurity; electrification; human-centered computing; machine learning; artificial intelligence; energy efficiency; automation; smart grids; data processing

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

Nonlinear Functional Analysis: Theory, Methods, and Applications

edited by Shiqing Zhang

submission deadline 16 Jan 2026 | 4 articles | Viewed by 4964 | Submission Open

Keywords: N-body problems; Ky Fan inequality; convex analysis; non-smooth analysis; variational methods

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

Statistics and Data Science

edited by

Michael Pokojovy

and Andrews T. Anum

submission deadline 20 Jan 2026 | 7 articles | Viewed by 10440 | Submission Open

Keywords: data science; big data analytics; advanced data analytics; computational statistics; robust inference; Bayesian inference; statistical learning; machine learning; deep learning; explainable AI; trustworthy AI; text mining; image mining; multimodal learning; supervised learning; unsupervised learning; reinforcement learning; transfer learning

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

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

edited by

Montserrat Gil-Martinez

,

Ramón Vilanova Arbós

and

Marian Barbu

submission deadline 20 Jan 2026 | 3 articles | Viewed by 5834 | 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)

Computational Intelligence in Communication Networks

edited by Georgi Iliev

submission deadline 20 Jan 2026 | 3 articles | Viewed by 4993 | Submission Open

Keywords: intelligent algorithms for data collection and processing; intelligent methods for data analytics and security; intelligent algorithms for physical layer security; intelligent information transmission techniques; ML and AI for network monitoring and control; intelligent network protocols

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

Signal Processing and Machine Learning in Real-Life Processes

edited by

Miguel Enrique Iglesias Martínez

and

Pedro José Fernández de Córdoba Castellá

submission deadline 20 Jan 2026 | 2 articles | Viewed by 4268 | Submission Open

Keywords: deep learning for image and video signal processing; general time-series analysis; signal processing in genomics; natural language processing for real-time communications; IoT sensor data analysis; machine learning in acoustic signal processing; fault diagnosis and predictive maintenance through signal analysis; biomedical signal processing; machine learning for enhancing wireless communication signals; real-time traffic signal analysis for smart cities

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

Methods, Analysis and Applications in Computational Neuroscience

edited by Giovanny Sánchez

submission deadline 20 Jan 2026 | 2 articles | Viewed by 2438 | Submission Open

Keywords: large-scale neural networks; axon and dendrites; neuromorphic architectures; synaptic transmission

(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 20 Jan 2026 | 3 articles | Viewed by 1295 | 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)

Optimization Theory, Method and Application, 2nd Edition

edited by

Chao Zhang

and

Yang Zhou

submission deadline 20 Jan 2026 | 2 articles | Viewed by 1048 | Submission Open

Keywords: optimality theory; dual theory; nonsmooth optimization; smoothing method; stochastic approximation method; integer programming; combinatorial optimization; metaheuristics and heuristics; applications

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

High-Order Numerical Methods and Computational Fluid Dynamics

edited by

KyungSung Kim

submission deadline 20 Jan 2026 | 1 articles | Viewed by 804 | Submission Open

Keywords: high-order numerical method; computational fluid dynamics; particle-based simulation method; neural network in CFD; numerical schemes and algorithms; high-order hydrodynamics

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

Simulation and Control in Engineering: Models, Algorithms, and Applications

edited by Luis Arturo Reyes-Osorio,

Octavio Garcia-Salazar

and

Aldo Jonathan Muñoz-Vazquez

submission deadline 20 Jan 2026 | Viewed by 591 | Submission Open

Keywords: engineering simulation; control systems; mathematical modeling; optimization algorithms; artificial intelligence in control; machine learning for control; modeling and control of autonomous systems; control of multiagent systems

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

Securing Software Through Mathematics and Domain-Specific Knowledge: Innovations and Applications

edited by Wei Zheng and Xiaoxue Wu

submission deadline 20 Jan 2026 | Viewed by 334 | Submission Open

Keywords: domain knowledge graph; software security; vulnerability analysis; security testing; formal methods; AI in cybersecurity; LLMS for software security; LLM security; IoT security; blockchain security; adversarial machine learning

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

Machine Learning and Graph Neural Networks

edited by

Shuai Zhao

submission deadline 20 Jan 2026 | Viewed by 295 | Submission Open

Keywords: machine learning; graph neural networks; deep learning; Internet of Things; computer vision

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

Mathematical Models and Computational Methods in Engineering: From Finite Element Analysis to Geometric Modeling

edited by

Yue Jia

submission deadline 20 Jan 2026 | Viewed by 188 | Submission Open

Keywords: isogeometric analysis (IGA); finite element method (FEM); computational mechanics; mathematical modeling; numerical algorithms; computer-aided geometric design (CAGD); spline-based methods; high-performance computing; engineering applications; simulation and modeling

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

Applications of Deep Neural Networks in Biomedical Informatics

edited by

Wenming Cao

, Man-Fai Leung and Dan Dai

submission deadline 20 Jan 2026 | Viewed by 155 | Submission Open

Keywords: medical image analysis; precision medicine; explainable AI; multimodal data fusion; healthcare data analysis

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

Complex System Dynamics and Mathematical Biology

edited by Song Feng

submission deadline 20 Jan 2026 | Viewed by 134 | Submission Open

Keywords: complex biological systems; dynamical systems; nonlinear dynamics; hypergraphs; network science; computational methods; multi-scale modeling; biological networks; mathematical modeling

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

Mathematical Foundations and Practical Applications of Data Mining and Deep Learning

edited by

Sekyoung Youm

submission deadline 20 Jan 2026 | Viewed by 106 | 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)

Quantum-Augmented Networks: Foundations, Models and Architecture

edited by Abhishek Parakh and Mahadevan Subramaniam

submission deadline 20 Jan 2026 | Viewed by 98 | 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)

Applied Mathematics and Intelligent Control in Electrical Engineering

edited by

Helga Silaghi

and

Claudiu Raul Costea

submission deadline 30 Jan 2026 | 12 articles | Viewed by 23515 | Submission Open

Keywords: applied mathematics; mathematical modelling; numerical methods; numerical simulation; electrical engineering; electrical machines; electrical drive systems; artificial intelligence; power electronics; industrial applications; special electric drives; control of electric vehicles; energy systems; robotic systems

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

Computational Intelligence in Management Science and Finance

edited by

Giacomo Di Tollo

submission deadline 30 Jan 2026 | 3 articles | Viewed by 15161 | 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 | 6 articles | Viewed by 7143 | 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)

Graph Theory and Applications, 3rd Edition

edited by

Darren Narayan

submission deadline 30 Jan 2026 | 7 articles | Viewed by 3433 | 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)

Dynamic Analysis and Decision-Making in Complex Networks

edited by Dun Han

submission deadline 30 Jan 2026 | 3 articles | Viewed by 1443 | 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)

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 1197 | Submission Open

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

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

Advanced Filtering and Control Methods for Stochastic Systems

edited by Fan Wang and

Qiang Li

submission deadline 30 Jan 2026 | 1 articles | Viewed by 512 | 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)

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 494 | 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)

Stochastic Differential Equations and Applications

edited by Ioannis S. Stamatiou and Christos P. Kitsos

submission deadline 30 Jan 2026 | 1 articles | Viewed by 361 | 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 200 | 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 180 | 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)

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