Mathematics

Mathematical Foundations and New Advances in Deep Learning Applications

edited by

and Geon Woo Lee

submission deadline 1 Jul 2026 | Viewed by 599 | Submission Open

Keywords: mathematical methods in deep learning for speech processing; algorithms for computer vision applications; machine vision and optimization for industrial automation; advances in natural language processing: models and algorithms; deep learning and mathematical modeling in IoT systems; real-time audio and video analysis through neural network algorithms; optimization in edge computing and intelligent IoT devices; mathematical techniques for sensor data analysis in smart environments; cross-disciplinary deep learning applications in healthcare; finance; and security; novel neural network architectures for multi-modal data processing; adaptive systems and machine learning: theoretical foundations; semantic analysis; knowledge representation; and algorithmic approaches; deep learning for smart cities and surveillance systems: algorithmic innovations; usability and user interaction optimization in AI-driven interfaces; evaluation frameworks and methodologies for deep learning-based systems; emerging trends in AI-driven automation: mathematical and algorithmic perspectives

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

Safe, Trustworthy and Ethical Artificial Intelligence: Theory and Applications

edited by Chi Liu and Sheng Shen

submission deadline 1 Jul 2026 | Viewed by 74 | Submission Open

Keywords: artificial intelligence (AI); trustworthiness; ethics; safety; transparency; bias; accountability; privacy; governance; sustainability

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

Mathematical Dynamic Flow Models, 2nd Edition

edited by

Fernando Carapau

,

Mourad Bezzeghoud

and

Tomáš Bodnár

submission deadline 10 Jul 2026 | 1 articles | Viewed by 711 | Submission Open

Keywords: mathematical models; newtonian fluids and non-newtonian fluids; unsteady and steady flows; dynamic flow applications; geodynamic models; numerical simulations

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

Mathematical and Artificial Intelligence Applications in Network Information Security and Network Traffic Processing

edited by

Jiangtao Zhai

and Guangjie Liu

submission deadline 10 Jul 2026 | Viewed by 78 | Submission Open

Keywords: mathematical modeling; network security; encrypted traffic analysis; AI/ML applications; anomaly detection; cybersecurity analytics; network traffic optimization; IoT security; deep learning; machine learning; cryptography; network performance analysis

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

Next-Generation Quantum Security: Algorithms, Cryptography, and Computational Breakthroughs

edited by

Yanbin Li

and

Yongjun Ren

submission deadline 10 Jul 2026 | Viewed by 69 | Submission Open

Keywords: post-quantum cryptography; cryptographic implementation; protocol security; security architectures; date security; homomorphic encryption; machine learning and ai security; privacy technologies and mechanisms; embedded systems security; side-channel analysis; attacks and defense; hardware security; intrusion detection and prevention

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

Advancements in Privacy-Preserving Collaborative Learning for Graphs

edited by Zhenzhen Xie

submission deadline 10 Jul 2026 | Viewed by 15 | Submission Open

Keywords: collaborative learning; graph learning; privacy

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

Machine Learning with Applications to Image Process and Computer Vision

edited by Chenyang Wang

submission deadline 15 Jul 2026 | Viewed by 32 | Submission Open

Keywords: deep learning; machine learning; computer vision; image processing; optimization theory; evolutionary computation; probabilistic models; generative models

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

Artificial Intelligence and Game Theory

edited by

Lefeng Cheng

and

Wentian Lu

submission deadline 20 Jul 2026 | 8 articles | Viewed by 9638 | Submission Open

Keywords: game theory; artificial intelligence; power system; sustainable and renewable energy; engineering optimization decision

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

Constraint Utilization in Data and Signal Processing

edited by

Keyi Li

submission deadline 20 Jul 2026 | Viewed by 33 | Submission Open

Keywords: dynamic modeling; geometrical analysis; optimization; estimation; numerical analysis; fitting; equality/inequality constraint

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

Analysis of Functional Logic Programming and Its Applications

edited by

Rajiv Bagai

submission deadline 20 Jul 2026 | Viewed by 9 | Submission Open

Keywords: declarative programming; pure functions; first-class functions; unification; resolution

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

On Stability, Bifurcation, and Chaos in Dynamical Systems: Theory and Applications

edited by Zeraoulia Elhadj

submission deadline 20 Jul 2026 | Viewed by 3 | Submission Open

Keywords: dynamical systems; stability analysis; control theory; chaos; discrete mappings; bifurcations

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

Research on Wavelet Analysis and Applications

edited by Shuli Mei

submission deadline 21 Jul 2026 | Viewed by 11 | Submission Open

Keywords: wavelet theory; deep learning; wavelet networks; signal processing; image analysis; machine learning; multiscale analysis; computational methods; time– frequency analysis; wavelet transform

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

Mathematics for Artificial Intelligence and Big Data Analysis

edited by

Marcel Atemkeng

and

Daniel-Ioan Curiac

submission deadline 31 Jul 2026 | 2 articles | Viewed by 4651 | Submission Open

Keywords: data mining; artificial intelligence; big data analysis; machine learning; deep learning; probability and statistics; computational mathematics; compression; feature engineering; optimization

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

Numerical Analysis and Finite Element Method with Applications

edited by Junqi Zhang and Guoliang Zhang

submission deadline 31 Jul 2026 | 4 articles | Viewed by 3158 | 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)

Advanced Optimization Methods and Applications, 3rd Edition

edited by

Adrian Marius Deaconu

,

Petru Adrian Cotfas

and

Daniel Tudor Cotfas

submission deadline 31 Jul 2026 | 2 articles | Viewed by 2188 | Submission Open

Keywords: optimization algorithms; heuristics and metaheuristics; approximation algorithms; network optimization; location problems; fuzzy optimization; combinatorial optimization; inverse optimization problems; robust optimization; graph theory; optimal control; forecasting; machine learning; artificial intelligence; parallel programming; mathematical optimization; optimization applications

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

Mathematics Optimization Algorithms and Scheduling Optimization of Manufacturing Systems

edited by

Zhi Pei

, Zhihai Zhang, Jian Chen and Chaobo Yan

submission deadline 31 Jul 2026 | 2 articles | Viewed by 2102 | Submission Open

Keywords: manufacturing system; scheduling; service-oriented manufacturing; intelligent manufacturing; sustainable manufacturing; optimization methods; optimization algorithms; logistics; data-driven; decision making; operations research; metaheuristics algorithms; industrial applications; mathematical programming; game theory; supply chain; multi-objective problems; evolutionary computation; computational intelligence; vehicle routing; smart city

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

Data-Driven or AI-Driven Optimization Algorithms and Their Applications

edited by

Shiqiang Liu

,

Weidong Li

, Lijun Zhu and Yongman Zhao

submission deadline 31 Jul 2026 | 2 articles | Viewed by 1472 | Submission Open

Keywords: planning and scheduling; supply chain management; construction heuristics; metaheuristics; approximation and randomized algorithms; mixed integer programming; algorithmic game theory; deep reinforcement learning; graph neural networks; simulation and digital twins; real-time and online optimization; explainable and interpretable optimization; optimization for sustainability; stochastic optimization; robust optimization; contextual optimization; distributed optimization; variational inequalities and numerical approximations; cross-disciplinary applications

Machine Learning and Data Mining for Time Series and Model Adaptation

edited by

Hyuk-Yoon Kwon

submission deadline 31 Jul 2026 | 1 articles | Viewed by 980 | Submission Open

Keywords: machine learning; data mining; time series; model adaptation; forecasting; anomaly detection; real-time adaptation; test time adaptation; distribution shift; continual learning; online learning; federated learning

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

Numerical Analysis of Differential Equations with Applications

edited by

Junseok Kim

submission deadline 31 Jul 2026 | 1 articles | Viewed by 778 | Submission Open

Keywords: mathematical models for ordinary differential equations; mathematical methods for partial differential equations; numerical methods for ordinary differential equations; numerical methods for partial differential equations; existence analysis for differential equations; convergence analysis for differential equations; computational experiments for differential equations

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

Multi-Objective Optimizations and Their Applications

edited by

Xilu Wang

, Jie Tian and

Hangyu Zhu

submission deadline 31 Jul 2026 | 1 articles | Viewed by 553 | Submission Open

Keywords: multi-objective optimization; surrogate-assisted; multi-objective; data-driven optimization

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

Deep Learning Algorithms and Game Theory Models for Intelligent Information Processing and Decision-Making

edited by Wenjun Ma, Xiaomao Fan and

Chen Li

submission deadline 31 Jul 2026 | Viewed by 418 | Submission Open

Keywords: deep learning; game theory model; multi-agent systems ; decision-making; neural rendering; ethical AI

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

Graph Learning Methods in Data Science with Applications

edited by Marco Podda and Daniele Castellana

submission deadline 31 Jul 2026 | Viewed by 384 | Submission Open

Keywords: graph neural networks; graph representation learning; Bayesian methods for graphs; reservoir computing for graphs; kernels for graphs; learning on dynamic and temporal graphs; learning on multi-relational and heterogeneous graphs; continual learning on graphs; adversarial attacks on graphs; graph generation

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

Digital Twin and Artificial Intelligence for Prognostics and Health Management

edited by

Chang Wan Kim

and

Izaz Raouf

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

Keywords: digital twin; artificial intelligence (AI); prognostics and health management (PHM); predictive maintenance; fault detection and prognostics; smart factory; robotics; composite materials; mathematical optimization; data-driven modeling; statistical modeling; real-time monitoring; uncertainty quantification; scalable AI models; health monitoring systems

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

Mathematical Methods and Artificial Intelligence in Information Recognition

edited by

Olarik Surinta

submission deadline 31 Jul 2026 | Viewed by 326 | Submission Open

Keywords: mathematical methods; Artificial Intelligence (AI); deep learning; medical imaging; Computer-Aided Diagnosis (CAD); Large Language Models (LLMs); information recognition; optimization and statistical learning; explainable and trustworthy AI; applications beyond healthcare (finance; security; smart cities; IoT)

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

Statistical Machine Learning and Bayesian Methods with Imaging Applications

edited by Dimah Dera

submission deadline 31 Jul 2026 | Viewed by 325 | Submission Open

Keywords: statistical machine learning; Bayesian inference; probabilistic models; generative models; uncertainty quantification; medical imaging; computer vision; remote sensing; deep learning; variational inference; Monte Carlo methods; sparse representations; latent variable models; Bayesian optimization; Gaussian processes; image segmentation; object detection; multimodal imaging; anomaly detection in imaging; Bayesian neural networks; super-resolution imaging; data augmentation for imaging; transfer learning in imaging; explainability in imaging models; adaptive algorithms for imaging

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

Fuzzy Sets and Fuzzy Systems, 2nd Edition

edited by

Dipak Kumar Jana

and

Petr Dostál

submission deadline 31 Jul 2026 | Viewed by 76 | Submission Open

Keywords: fuzzy set; optimization; computational economics; soft computing; fuzzy expert systems; ANN; RSM

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

Artificial Intelligence and Machine Learning: Cutting-Edge Applications in Biomedical Engineering

edited by

Ignacio Oropesa

,

Patricia Sánchez-González

and

Carmen Sánchez Ávila

submission deadline 31 Jul 2026 | Viewed by 69 | Submission Open

Keywords: machine learning; deep learning; biomedical engineering; biomedical signals; medical imaging; smart hospitals; data science in healthcare

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

New Advances in Control Theory and Applications

edited by Zetao Li and

Jing Yang

submission deadline 31 Jul 2026 | Viewed by 58 | Submission Open

Keywords: control theory; system modelling and estimation; robust control; adaptive control; intelligent systems; nonlinear control; networked control

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

New Advances in Computational Statistics and Extreme Value Theory

edited by

Piyapatr Busababodhin

submission deadline 31 Jul 2026 | Viewed by 55 | Submission Open

Keywords: computational statistics; extreme value theory; copula models; order statistics; bayesian methods; machine learning for extremes; risk assessment; hydrology and climate applications

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

Data-Driven Artificial Intelligence, Optimization and Applications

edited by Yi Xu

submission deadline 31 Jul 2026 | Viewed by 54 | Submission Open

Keywords: data-driven artificial intelligence; generative artificial intelligence; explainable artificial intelligence; large language model; optimization; deep learning; statistical learning theory; continual learning; foundation model; machine vision

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

Data Analytics and Machine Learning for Information Systems: Mathematical Methods and Applications

edited by

Giridhar Reddy Bojja

and Loknath Sai Ambati

submission deadline 31 Jul 2026 | Viewed by 49 | Submission Open

Keywords: data analytics; machine learning; predictive modeling; forecasting; big data analytics; business intelligence; knowledge discovery; data mining; natural language processing; deep learning; probabilistic models; bayesian methods; data-driven optimization; decision support systems

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

High-Dimensional Statistics: Challenges and Solutions in Big Data Analysis

edited by Senthil Balaji Girimurugan and

Hsin-Hsiung Huang

submission deadline 31 Jul 2026 | Viewed by 36 | Submission Open

Keywords: high dimensional statistics; feature extraction; medical imaging; genomics; neuroscience; astronomy; compression and error correction; machine learning algorithms; region of interest compression

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

Applied Cryptography and Blockchain Security, 2nd Edition

edited by

Hui Cui

submission deadline 31 Jul 2026 | Viewed by 23 | Submission Open

Keywords: applied cryptography; cryptographic algorithms; consensus algorithms; blockchain security; blockchain applications

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

Computational Intelligence for Multimodal Data Modeling and Perception

edited by

Ruichao Hou

and Kangjian He

submission deadline 31 Jul 2026 | Viewed by 23 | Submission Open

Keywords: computer vision; embodied perception; multimodal data fusion; multimodal alignment; multimodal learning; multimodal data modeling; cross-modal learning; computational intelligence

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

Mathematical Modeling and Control for Engineering Applications

edited by

Nicolae Pop

and

Sina Sadighi

submission deadline 31 Jul 2026 | Viewed by 22 | Submission Open

Keywords: control theory; optimal control; controllability; differential equations; feedback; optimization; calculus of variations; nonlinear dynamics; fluid mechanics; internal combustion engines; data-driven modeling

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

Application of Genetic and Evolutionary Computation

edited by

Enrique Naredo

submission deadline 31 Jul 2026 | Viewed by 20 | Submission Open

Keywords: evolutionary computation (EC); swarm intelligence (SI); artificial intelligence (AI); genetic programming (GP); cartesian GP; linear GP; grammatical evolution (GE); differential evolution (DE); gene expression programming; multi expression programming; bio-inspired optimization methods; applied optimization; evolvable systems of all types; automatic programming

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

Dynamic Modeling, Calculation and Control of Complex Nonlinear Systems

edited by Yi Ji

submission deadline 31 Jul 2026 | Viewed by 18 | Submission Open

Keywords: dynamic and control of multibody systems; autonomous assembly of space structure; path-planning technology for spacecraft; management and control technology of giant constellations; missile interception penetration technology

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

Data-Driven Models and Algorithms for Planning, Scheduling, and Optimizing Intelligent Systems

edited by Zubair Mohamed

submission deadline 31 Jul 2026 | Viewed by 17 | Submission Open

Keywords: data-driven decision making; intelligent systems; planning and scheduling; optimization algorithms; machine learning for optimization; predictive and prescriptive analytics; real-time optimization; scheduling under uncertainty; hybrid models; simulation-based optimization; big data analytics; smart manufacturing; logistics and supply chain optimization; energy systems optimization; healthcare scheduling

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

Nonlinear Approximation Theory in Banach Spaces

edited by Pablo M. Berná

submission deadline 31 Jul 2026 | Viewed by 10 | Submission Open

Keywords: nonlinear approximation theory; functional analysis; Banach space theory

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

New Advances of Optimization and Data Envelopment Analysis

edited by Nuria Ramón

submission deadline 31 Jul 2026 | Viewed by 10 | Submission Open

Keywords: data envelopment analysis; target setting; benchmarking; closest targets; improvement plans

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

Mathematics-Driven Computer Vision and Multi-Modal Learning

edited by

Junjie Zhang

submission deadline 31 Jul 2026 | Viewed by 9 | Submission Open

Keywords: mathematics; computer vision; multi-modal learning; remote sensing; low-altitude scene analysis; mathematical modeling; data fusion; scene understanding; optimization theory; statistical learning

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

Blockchain and Intelligent Computing: Privacy, Security, and Theoretical Methods

edited by

Fan Yang

submission deadline 31 Jul 2026 | Viewed by 7 | Submission Open

Keywords: cryptography and privacy; blockchain; decentralized systems; intelligent computing; edge intelligence

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

Advances in Stochastic Differential Equations and Applications

edited by Yonggui Kao

submission deadline 31 Jul 2026 | Submission Open

Keywords: stochastic differential equations; stochastic system control; variable structure control theory; complex theory; complex network theory; distributed parameter system theory

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

Cybersecurity and Data Protection: Modern Methods and New Applications

edited by

Lukas Iffländer

and Thomas Prantl

submission deadline 31 Aug 2026 | 1 articles | Viewed by 1371 | Submission Open

Keywords: advances in post-quantum cryptography; secure key generation and distribution techniques; intrusion detection systems using advanced analytics; anomaly detection in large-scale networks; secure multiparty computation techniques; homomorphic encryption for secure data processing; vulnerability analysis frameworks; optimization of risk mitigation strategies; methods for secure cloud storage; secure sharing protocols for big data applications; resource optimization in security systems; benchmarking of security system performance; deep learning techniques for real-time threat detection; explainable AI in cybersecurity applications; graph theory and network security applications; chaos theory in cryptographic systems; securing critical infrastructure systems; data protection in healthcare and financial services; cyber-physical systems security; ethical and legal considerations in data protection

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

Mathematical Modeling of Complex Entangled Structures

edited by

Ioannis Diamantis

and

Sonia Mahmoudi

submission deadline 31 Aug 2026 | Viewed by 909 | Submission Open

Keywords: knot theory; knot classification; mathematical modeling; computational topology; applications in biology; chemistry; and physics; periodic entanglements and fabric structures; low-dimensional topology

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

Advances in Fuzzy Logic and Artificial Neural Networks, 2nd Edition

edited by

Francisco Rodrigues Lima-Junior

submission deadline 31 Aug 2026 | Viewed by 357 | Submission Open

Keywords: fuzzy set theory and extensions; neural networks and extensions; neuro-fuzzy systems; deep neural networks; learning algorithms; comparative studies; theoretical reviews; engineering and scientific applications; operations research

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

Nonlinear Control Systems for Robotics and Automation

edited by

Ali Soltani Sharif Abadi

and

Jakub Możaryn

submission deadline 31 Aug 2026 | Viewed by 239 | Submission Open

Keywords: nonlinear control systems; robotics; automation; dynamical systems; uncertain systems; robust control; hybrid control systems

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

Recent Advances in Adaptive Control Theory and Applications for Nonlinear Systems

edited by

,

,

and

submission deadline 31 Aug 2026 | Viewed by 139 | Submission Open

Keywords: adaptive control; neural networks; sliding mode control; multi-agent systems; observer; synchronization; optimization; predictive control

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

Stochastic Analysis of Random Field Models and Disordered Systems

edited by

Sanja Janićević

submission deadline 31 Aug 2026 | Viewed by 34 | Submission Open

Keywords: stochastic dynamics and avalanche phenomena in random field models; criticality; scaling; and universality in disordered systems; probabilistic approaches to spin glasses; percolation; and related models; fluctuations; finite-size effects; and large deviation analysis; connections between stochastic processes and non-equilibrium phenomena in disordered media; interdisciplinary applications in materials science; neuroscience; and complex networks

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

Application of Parallel and Distributed Computing

edited by Xiaorong Li

submission deadline 31 Aug 2026 | Viewed by 21 | Submission Open

Keywords: big data; data analytics; artificial intelligence (AI)/machine learning (ML); generative AI; parallel computing; distributed systems; cloud and edge computing; high performance computing (HPC); scalable algorithms; computational science; intelligent applications

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

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