Mathematics

Optimization Models for Supply Chain, Planning, Scheduling and Transportation

edited by

submission deadline 31 Oct 2026 | Viewed by 368 | Submission Open

Keywords: optimization; operations research; machine learning; supply chain; planning; scheduling; manufacturing; transportation systems/logistics

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

Mathematical Perspectives on Generalization and Optimization in Machine Learning

edited by

Carlo Metta

submission deadline 31 Oct 2026 | Viewed by 364 | Submission Open

Keywords: machine learning theory; generalization; optimization; mathematical foundations of AI; explainable artificial intelligence

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

Macroeconomics, Monetary Economics and Applied Econometrics

edited by Joseph G. Pearlman

submission deadline 31 Oct 2026 | Viewed by 359 | Submission Open

Keywords: macroeconomics; mathematical models; economic growth; conventional econometric methods; integrated stochastic processes

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

Learning to Optimize in Intelligent Systems Processes

edited by

Bin Hu

submission deadline 31 Oct 2026 | Viewed by 358 | Submission Open

Keywords: learning to optimize (L2O); intelligent systems optimization; production and scheduling optimization; heuristic and metaheuristic search; smart manufacturing systems; real-time control and task scheduling; sustainable and energy-efficient operations

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

Modern Regularity and Covering Properties in Fuzzy Topological Spaces

edited by

Francisco Gallego Lupiaňez

submission deadline 31 Oct 2026 | Viewed by 349 | Submission Open

Keywords: fuzzy topology; intuitionistic fuzzy topology; neutrosophic topology; covering properties; separation properties

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

Low-Altitude System Intelligence

edited by

Sihai Guan

and Zhi Li

submission deadline 31 Oct 2026 | Viewed by 343 | Submission Open

Keywords: low-altitude system; unmanned systems; autonomous navigation; cooperative control; intelligent theory; information-aware communication; brain-inspired intelligence; theories and applications

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

Latest Applications of Artificial Intelligence in Control Systems

edited by Staniša Perić

submission deadline 31 Oct 2026 | Viewed by 336 | Submission Open

Keywords: artificial intelligence in control systems; learning-based and data-driven control; stability and robustness analysis; adaptive and intelligent control; mathematical methods for dynamical systems

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

Deep Learning Methods Applied to Big Data Analysis

edited by Zhong Xiang

submission deadline 31 Oct 2026 | Viewed by 336 | Submission Open

Keywords: deep learning; big data analytics; neural networks; multimodal data fusion; explainable artificial intelligence (XAI); self-supervised learning; federated learning; high-dimensional data analysis; scalable machine learning; intelligent data-driven systems

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

Applied Mathematics in Engineering Problems and Topology Optimization

edited by

Yongfeng Zheng

and

Hao Li

submission deadline 31 Oct 2026 | Viewed by 334 | Submission Open

Keywords: mathematical modeling; structural optimization; efficient solving; gradient algorithms; data-driven and processing; data mining

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

Advances in Cyber-Physical Systems: Modeling, Control, and Applications

edited by Xiaobin Gao and

Yun Liu

submission deadline 31 Oct 2026 | Viewed by 324 | Submission Open

Keywords: cyber-physical systems (CPSs); control and state estimation; privacy-preserving; real-time systems; networked control systems; industrial internet of things (IIoT); smart grids; autonomous systems; security and resilience; collaborative robotics

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

Mathematical Methods for Control and Signal Processing: Theory and Applications

edited by

Luis Morales-Velazquez

and

Arturo Y. Jaen-Cuellar

submission deadline 31 Oct 2026 | Viewed by 288 | Submission Open

Keywords: mathematical methods; characterization and modeling; monitoring and diagnosing; control methodologies; control systems; signal processing; real-time systems

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

Mathematical Methods and Applications for Cryptography, Network and IoMT Security

edited by

Amalia Beatriz Orúe López

submission deadline 31 Oct 2026 | Viewed by 287 | Submission Open

Keywords: cryptographic agility; post-quantum cryptography; network security; IoMT security; privacy-preserving protocols; blockchain-based security; intrusion detection and prevention systems; lightweight cryptography; zero trust architecture

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

Applications of Artificial Intelligence, Machine Learning and Data Science, 2nd Edition

edited by Yufeng Yu, Guoxia Xu,

Hu Zhu

and

Yingchao Cheng

submission deadline 31 Oct 2026 | Viewed by 285 | Submission Open

Keywords: machine learning; deep learning; data mining; computer vision; artificial intelligence; image processing; pattern recognition

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

Information Fusion and Intelligent Decision Reasoning Under Uncertainties

edited by Luyuan Chen

submission deadline 31 Oct 2026 | Viewed by 268 | Submission Open

Keywords: information fusion; intelligent decision reasoning; uncertainty theory; uncertainty reasoning

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

Evolutionary Computation and Advanced Network Inference for Complex Systems Modeling

edited by

Miao He

submission deadline 31 Oct 2026 | Viewed by 258 | Submission Open

Keywords: evolutionary computation; advanced network inference; complex systems modeling; graph neural networks; evolutionary reinforcement learning; genetic algorithms/genetic programming/neuroevolution; high-dimensional inference

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

Fuzzy Logic and Bio-Inspired Computing and Algorithms: Mathematical Foundations and Modern Applications

edited by

Leticia Cervantes

and

Camilo Caraveo

submission deadline 31 Oct 2026 | Viewed by 249 | Submission Open

Keywords: fuzzy logic; fuzzy control; bio-inspired computing; swarm intelligence; evolutionary algorithms; nature-inspired optimization; multi-agent systems; computational intelligence; mathematical modeling; hybrid intelligent systems

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

Robust Perception and Control in Prognostic Systems, 2nd Edition

edited by Song Tang and Mao Ye

submission deadline 31 Oct 2026 | Viewed by 220 | Submission Open

Keywords: robust perception and control; prognostic systems; unsupervised and semi-supervised learning; transfer learning; adaptive system; AI security

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

Complex Dynamical Networks and Chaotic Systems

edited by Hanlin Sun and Lorenzo Cirigliano

submission deadline 1 Nov 2026 | 1 articles | Viewed by 612 | Submission Open

Keywords: complex dynamical networks; dynamics on networks; critical phenomena on networks; higher-order networks, hypergraphs, simplicial complexes; multilayer networks; epidemic spreading model, information diffusion, opinion dynamics; neural networks; ecosystem dynamics

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

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

edited by Wei Zheng and Xiaoxue Wu

submission deadline 15 Nov 2026 | 4 articles | Viewed by 4352 | 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)

Advances in Computational Intelligence and Their Applications in Cybersecurity

edited by

Wei Wan

submission deadline 15 Nov 2026 | 1 articles | Viewed by 951 | Submission Open

Keywords: computational intelligence; cybersecurity; intrusion detection systems; malware analysis; evolutionary computation; IoT security; adversarial attacks; network anomaly detection; bio-inspired computing

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

Advances in Neural Networks and Signal Processing with Applications

edited by

Dobrea Dan-Marius

submission deadline 15 Nov 2026 | Viewed by 516 | Submission Open

Keywords: transformer models; hydra neural networks; encoder–decoder structures; convolutional neural networks; adaptive signal processing; compressed sensing; multiresolution analysis; self-supervised learning; reinforcement learning; optimization algorithms; multimodal signal processing; data fusion; medical diagnosis and healthcare monitoring; fault detection and condition monitoring; robust and noise-resilient learning; energy-efficient neural computing

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

Applications of Nonlinear Diffusion Models and Deep Learning in Computer Vision

edited by

Tudor Barbu

submission deadline 15 Nov 2026 | Viewed by 487 | Submission Open

Keywords: deep learning; nonlinear diffusion; image and video analysis; indexing and retrieval; image and video segmentation; image classification; object detection, recognition and tracking; action recognition; medical imaging

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

Computational Intelligence and Neuroscience

edited by Qing Li

submission deadline 15 Nov 2026 | Viewed by 424 | Submission Open

Keywords: computational intelligence; neuroscience; neural signal processing; neural decoding; brain–computer interfaces

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

Disruptive Innovations in Data Mining and Knowledge Discovery

edited by

Nabil Belacel

submission deadline 15 Nov 2026 | Viewed by 375 | Submission Open

Keywords: mathematical data mining; statistical learning theory; optimization and metaheuristics for classification; preference learning and classification; explainable artificial intelligence; streaming and time-series analysis; graph mining and network analysis; quantum machine learning

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

Application of Artificial Intelligence, Machine Learning and Data Science in Industrial and Medical Domains, 2nd Edition

edited by

Gustavo Arroyo-Figueroa

,

Juan Humberto Sossa-Azuela

and

Osslan Osiris Vergara Villegas

submission deadline 15 Nov 2026 | Viewed by 370 | Submission Open

Keywords: applied artificial intelligence; applied machine learning; data science; engineering applications of AI; generative AI; intelligent decision support systems; computer vision

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

Mathematical Foundations of Differential Privacy and Artificial Intelligence

edited by

Chunlai Zhou

and Biao Qin

submission deadline 15 Nov 2026 | Viewed by 361 | Submission Open

Keywords: differential privacy; statistical data analysis; trade-off between privacy and utility; composition theorem

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

Computational Intelligence for Intelligent Transportation Systems

edited by Jianbo Li and

Zhiqiang Lv

submission deadline 15 Nov 2026 | Viewed by 242 | Submission Open

Keywords: computational intelligence; deep learning for transportation; smart materials and sensors; intelligent infrastructure; sustainable urban mobility

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

Nonlinear Dynamics and Control: Challenges and Innovations

edited by

Ning Cai

submission deadline 20 Nov 2026 | 7 articles | Viewed by 10001 | Submission Open

Keywords: complex dynamical system; nonlinear Dynamics; control theory; nonlinear systems

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

Computer Vision, Image Processing Technologies and Machine Learning

edited by

Mahasak Ketcham

and Thittaporn Ganokratanaa

submission deadline 20 Nov 2026 | 2 articles | Viewed by 6402 | Submission Open

Keywords: computer vision; image processing; machine learning; deep learning; object detection; image enhancement; facial recognition; medical imaging; autonomous vehicles; real-time analysis; smart surveillance; video processing

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

Information-Induced Geometries in Statistics, Data Analysis, and Applied Research

edited by

Josep Maria Oller

and

David Bernal-Casas

submission deadline 20 Nov 2026 | 5 articles | Viewed by 5205 | Submission Open

Keywords: information; positive-definite kernel; information geometry; intrinsic statistical data analysis; principle of minimum loss of Fisher information; variational principles; quantum mechanics; Bayes theorem

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

Computation, Modeling and Algorithms for Control Systems

edited by

J. C. Avila-Vilchis

submission deadline 20 Nov 2026 | 1 articles | Viewed by 3725 | Submission Open

Keywords: perception and sensor fusion; path planning and navigation; robot kinematics and dynamics; control systems; edge artificial intelligence

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

Advances in Hypercompositional Algebra and Its Fuzzifications

edited by

Madeleine A-Tahan

submission deadline 20 Nov 2026 | 3 articles | Viewed by 3607 | Submission Open

Keywords: hypergroup; fuzzy set; polygroup; Hv-structures; algebraic hyperstructure; semihypergroup; Hv-structures; fuzzy hyperstructure; fundamental relations; hypergraphs

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

Game Theory and Operations Research

edited by Jun Zhang

submission deadline 20 Nov 2026 | 1 articles | Viewed by 1436 | Submission Open

Keywords: game theory; operations research; mechanism design; auction theory; cooperative games; non-cooperative games; optimization; decision theory; dynamic games; stochastic games; network games; multi-agent systems; matching markets; resource allocation; strategic interaction; mathematical programming; supply chain management; scheduling and logistics; algorithmic game theory; equilibrium analysis

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

Advances in Numerical Simulations of Fluid Flow, Heat Transfer, and Turbulence Modeling

edited by

Watit Pakdee

submission deadline 20 Nov 2026 | 3 articles | Viewed by 1260 | Submission Open

Keywords: numerical simulation; computational fluid dynamics; heat transfer modeling; turbulence modeling

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

Knowledge-Enhanced Computational Intelligence for Complex Real-World Problems

edited by Chenyang Bu and

Li Ni

submission deadline 20 Nov 2026 | Viewed by 428 | Submission Open

Keywords: knowledge-augmented computational intelligence; neural-symbolic AI; physics-informed machine learning; domain knowledge integration; interpretable AI; constrained optimization; causal machine learning; human-in-the-loop systems

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

Mathematical Methods for Robotics, Vision, and Graphics

edited by Tie Liu

submission deadline 20 Nov 2026 | Viewed by 290 | Submission Open

Keywords: visual attention and saliency: mathematical modeling of attention mechanisms for efficient scene understanding; advanced image segmentation: innovative algorithms for semantic, instance, and panoptic segmentation in robotic environments; object detection and recognition: mathematical approaches for robust multi-category detection and long-tail recognition in dynamic settings; visual perception for embodied AI: vision-based learning, reasoning, and representation for autonomous agents; 3D vision and geometry: mathematical methods for point cloud processing, spatial mapping, and scene reconstruction; interactive sensing and graphics: mathematical frameworks for visual feedback during human–robot or agent–environment interactions

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

Analytical and Numerical Methods for Nonlinear Oscillator Dynamics

edited by

Livija Cveticanin

submission deadline 20 Nov 2026 | Viewed by 283 | Submission Open

Keywords: nonlinear oscillators; numerical methods; analytic methods and approximate analytic solutions; bifurcation analysis; stability analysis; resonance phenomena; chaos and nonlinear vibrations

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

Multi-Objective Optimization and Its Applications

edited by Mohammed Mustafa Rizvi

submission deadline 20 Nov 2026 | Viewed by 260 | Submission Open

Keywords: multiobjective optimisation; pareto efficiency; mathematical modelling; evolutionary algorithms; inventory optimization; production scheduling; optimal control; resource allocation

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

Mathematical Modeling of Multi-Modal Semantic Enhancement and Analysis in Medical Imaging

edited by

Sheng Lian

and

Zhiming Luo

submission deadline 20 Nov 2026 | Viewed by 199 | Submission Open

Keywords: multi-modal learning; medical image analysis; mathematical modeling; semantic enhancement; representation learning

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

Applied Mathematical Methods in Financial and Quantitative Disciplines

edited by

Abootaleb Shirvani

submission deadline 25 Nov 2026 | Viewed by 340 | Submission Open

Keywords: applied mathematics; financial mathematics; quantitative finance; stochastic processes; option pricing; risk management; portfolio optimization; econometric modeling; machine learning in finance

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

Artificial Intelligence and Optimization in Engineering Applications

edited by

Lei He

, Xiaolu Liu, Lining Xing and

Guohua Wu

submission deadline 30 Nov 2026 | 7 articles | Viewed by 21657 | Submission Open

Keywords: artificial intelligence; engineering applications; optimization techniques; manufacturing; energy management; transportation; supply chain management; space research; real-time decision making; data processing; automated systems

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

Artificial Intelligence and Algorithms

edited by Fuhsing Wang

submission deadline 30 Nov 2026 | 6 articles | Viewed by 21423 | Submission Open

Keywords: machine learning; deep learning; neural networks; natural language processing; computer vision; adaptive learning systems; big data; algorithm optimization; cognitive computing

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

Mathematical Methods of Operational Research and Data Analytics in Operations Planning and Scheduling

edited by

Fazle Baki

and

Ahmed Azab

submission deadline 30 Nov 2026 | 6 articles | Viewed by 17347 | Submission Open

Keywords: planning; scheduling, models; frameworks; manufacturing; healthcare; transportation; logistics; supply chain; combinatorial optimization; computational complexity; design of algorithms; special cases; polynomial algorithms; exact methods; heuristic methods; metaheuristics; machine learning; artificial intelligence

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

Advances in Trustworthy and Robust Artificial Intelligence

edited by Chen Zhao and Minglai Shao

submission deadline 30 Nov 2026 | 4 articles | Viewed by 16722 | Submission Open

Keywords: trustworthy AI; robust machine learning; explainable AI (XAI); distribution shift; out-of-distribution detection; uncertainty quantification

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

Computational Intelligence in Communication Networks

edited by Georgi Iliev

submission deadline 30 Nov 2026 | 4 articles | Viewed by 15997 | 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)

Econophysics, Financial Markets, and Artificial Intelligence

edited by

Ricardo Lopez-Ruiz

submission deadline 30 Nov 2026 | 2 articles | Viewed by 12453 | Submission Open

Keywords: econophysics; agent-based modeling; financial markets; machine learning; neural networks; reinforcement learning; market prediction; algorithmic trading; computational finance; nonlinear dynamics

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

Advances in Algorithm Theory and Computer Networks

edited by

Rolando Menchaca-Méndez

and

Marcela Quiroz-Castellanos

submission deadline 30 Nov 2026 | 1 articles | Viewed by 11643 | Submission Open

Keywords: algorithm theory; computer networks; machine learning in computer networks; distributed combinatorial optimization; algorithmic foundations of next-generation network architectures

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

Mathematical Methods Applied in Artificial Intelligence and Multi-Agent Systems, 2nd Edition

edited by

Jiangping Hu

and

Zhinan Peng

submission deadline 30 Nov 2026 | 5 articles | Viewed by 10547 | Submission Open

Keywords: machine learning; multi-agent systems and control; distributed optimization; robust and intelligent control; data-based model identification

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

Quantitative Analysis and Mathematical Modeling in Economics and Financial Decision-Making

edited by Kamer-Ainur Aivaz

submission deadline 30 Nov 2026 | 9 articles | Viewed by 9820 | Submission Open

Keywords: quantitative analysis; mathematical modeling; decision-making; economics; finance; sustainable economy; circular economy; risk modeling; predictive models; data science; digital transformation; innovation in economics; performance evaluation; financial governance; religious and cultural values; big data; interdisciplinarity

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

Mathematical Method for Artificial Intelligence and Mobile Edge Computing

edited by

Huan Zhou

and Yao Zhang

submission deadline 30 Nov 2026 | 3 articles | Viewed by 9484 | 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)

Journal Menu

Journal Browser

Special Issues

Further Information

Guidelines

MDPI Initiatives

Follow MDPI