Mathematics

New Advances in Statistical Machine Learning

edited by Haiyan Wang and

submission deadline 31 Aug 2026 | Viewed by 374 | Submission Open

Keywords: machine learning; data mining; advances in clustering; classification; regression; and/or applications in various domains; image or text data analysis; recommendation system; ensemble methods and applications; machine learning applications; deep learning applications; signal processing and analysis; computational complexity; techniques for big data and applications; visualization; convergence analysis; robust methods for prediction or classification of image; text; or other complex data

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

Mathematical Foundations of Reliability Theory with Applications in Engineering and Applied Statistics

edited by Serguei Maximov and

Francisco Rivas-Dávalos

submission deadline 31 Aug 2026 | Viewed by 83 | Submission Open

Keywords: reliability theory; renewal processes; maintenance policies; hazard functions; asymptotic analysis; applied probability; reliability statistics; engineering applications; survival analysis; risk and uncertainty

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

Stochastic Analysis of Random Field Models and Disordered Systems

edited by

Sanja Janićević

submission deadline 31 Aug 2026 | Viewed by 78 | 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)

Queueing Systems Models and Their Applications, 2nd Edition

edited by

Oleg Tikhonenko

and

Marcin Ziółkowski

submission deadline 31 Aug 2026 | Viewed by 78 | Submission Open

Keywords: queueing model; Markov chain; loss probability; Laplace transform; non-homogeneous customers non-identical servers; priority queue; queues with vacations; summary volume; simulation methods

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

Graph-Based Machine Learning Techniques

edited by

Zsolt Tibor Kosztyán

submission deadline 31 Aug 2026 | Viewed by 77 | Submission Open

Keywords: graph machine learning; graph neural networks (GNNs); message passing neural networks (MPNNs); graph transformers; graph attention networks (GAT); geometric deep learning; graph representation learning; node/edge/graph classification; link prediction; community detection; graph matching and graph kernels; graph similarity search; hypergraphs and hypergraph learning; heterogeneous information networks; dynamic/temporal graphs; knowledge graphs and reasoning; self-supervised graph learning; contrastive learning on graphs; transfer/few-shot learning on graphs; pretraining for graphs; graph generative models; molecular and materials property prediction; drug discovery and molecular design; recommender systems; financial risk and fraud detection; cybersecurity and threat intelligence; mobility; transportation; and traffic networks; power grids and infrastructure networks; scientific discovery on graphs; out-of-distribution generalization (OOD) for graphs; causal and counterfactual inference on graphs; graph anomaly detection; adversarial attacks and robustness in GML; explainability and interpretability for graph models; fairness; ethics; and responsible GML; privacy-preserving and federated graph learning; scalable/billion-scale graph learning; distributed and efficient GML systems; streaming/online and incremental graph learning; graph sampling and mini-batching; evaluation; benchmarks; and reproducibility; open datasets; code; and model cards; Foundation Models with Graphs; graph-augmented RAG and graph prompting; LLM– graph integration and tool use; neurosymbolic and logic-guided GML; energy-efficient and sustainable GML; uncertainty estimation and calibration on graphs; graph databases; querying; and storage systems; combinatorial optimization on graphs

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

Adaptive Dynamic Programming and Intelligent Systems: Theory, Algorithms, and Applications

edited by

Xian-Bing Meng

and Bingchuan Wang

submission deadline 31 Aug 2026 | Viewed by 74 | Submission Open

Keywords: adaptive dynamic programming; intelligent systems; artificial intelligence; reinforcement learning; computational intelligence; autonomous decision-making; control and optimization; intelligent modeling; embodied intelligence; multi-agent systems

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

Application of Parallel and Distributed Computing

edited by Xiaorong Li

submission deadline 31 Aug 2026 | Viewed by 73 | 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)

New Advances in Low Dimensional Dynamical Systems

edited by Tali Pinsky

submission deadline 31 Aug 2026 | Viewed by 70 | Submission Open

Keywords: nonlinear dynamics; forcing relations; robust transitivity; knot theory; template theory

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

New Advances in Learning Algorithms and Optimization: Methods and Applications

edited by

Himanshu Buckchash

submission deadline 31 Aug 2026 | Viewed by 65 | Submission Open

Keywords: learning algorithms; mathematical optimization; self-supervised learning; real-world applications; large-scale optimization; black-box optimization; algorithm engineering; data-compute efficient learning; adversarial optimization; game-theoretic learning; reinforcement learning; data-driven problem solving; explainable AI (XAI); algorithmic fairness and bias; meta-learning; physics-informed learning; applied machine learning

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

Mathematics Applied in Rock Mechanics and Mining Science

edited by

Peng Li

submission deadline 31 Aug 2026 | Viewed by 65 | Submission Open

Keywords: rock mechanics; numerical modeling; discontinuous mechanics; machine learning in mining science; probabilistic risk assessment; coupled processes (THMC); mine design and optimization; fracture propagation; inverse analysis; computational geometry and topology

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

Diversity Metrics in Combinatorial Problems

edited by

José Lemus-Romani

,

Gino Astorga

and

Marcelo Becerra

submission deadline 31 Aug 2026 | Viewed by 64 | Submission Open

Keywords: diversity metrics; combinatorial optimization; metaheuristics; swarm intelligence; evolutionary algorithms; population diversity; exploration– exploitation balance; adaptive search; reinforcement learning; hybrid algorithms; diversity control; adaptive parameter tuning; diversity-based selection; algorithmic diversity; diversity-guided optimization; stochastic search; diversity indicators; fitness landscape analysis; diversity quantification; diversity in reinforcement learning; combinatorial landscapes; search space exploration; diversity-driven convergence; algorithm robustness; engineering optimization; intelligent systems

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

Mathematical Approaches and Computational Techniques for Next-Generation Fuzzy Systems and Intelligent Control

edited by

Boriana Vatchova

and

Raheleh Jafari

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

Keywords: fuzzy control systems; multiobjective optimization; mathematical approaches; explainable AI

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

Advanced Algorithms in Natural Language Processing and Information Extraction

edited by Tianyong Hao, Guangyou Zhou, Xinyu He and

Lu Xiang

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

Keywords: natural language processing; information extraction; text mining and knowledge discovery; large language models; named entity recognition and relation extraction; knowledge graph construction and reasoning; explainable AI; AI-driven scientific research

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

Advances in Machine Learning and Mathematical Modelling for Data-Driven Discovery

edited by

Alvaro Figueira

and Rita Gaio

submission deadline 31 Aug 2026 | Viewed by 52 | Submission Open

Keywords: machine learning; mathematical modelling; predictive modelling; explainable artificial intelligence (XAI); uncertainty quantification; data visualization; interpretability; health; social media; engineering and biological data; data-driven discovery

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

Advances in Mathematical Methods for Image Processing and Computer Vision

edited by Hongwei Mo

submission deadline 31 Aug 2026 | Viewed by 52 | Submission Open

Keywords: image processing; computer vision; mathematical modeling; optimization algorithms; partial differential equations; statistical image analysis; geometric methods; wavelet transforms; variational methods; computational imaging

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

Mathematics and Machine Learning for Intelligent Perception, Decision-Making, and Control

edited by Changdong Yu,

Xiao Liang

and

Xiaojie Sun

submission deadline 31 Aug 2026 | Viewed by 52 | Submission Open

Keywords: mathematical modeling; deep learning; reinforcement learning; intelligent perception; computer vision; decision-making; control systems; optimization; multi-agent systems; autonomous systems

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

Advances in High-Precision Numerical Methods of Computational Fluid Dynamics

edited by Xiaoquan Yang and Liyue Wang

submission deadline 31 Aug 2026 | Viewed by 48 | Submission Open

Keywords: computational fluid dynamics; high-precision numerical methods; turbulent flow; aeroacoustics; artificial intelligence

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

Game and Decision Theory Applied to Business, Economy and Finance, 2nd Edition

edited by

Ivan Arraut

submission deadline 31 Aug 2026 | Viewed by 48 | Submission Open

Keywords: game theory; decision making; rationality; mathematical modeling optimization; optimal control; machine learning

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

Numerical Methods for Fluid Dynamics

edited by

Shang-Gui Cai

submission deadline 31 Aug 2026 | Viewed by 48 | Submission Open

Keywords: numerical algorithms; computational fluid dynamics; fluid– structure interaction; turbulence modeling; multiphase flows

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

Advanced Algorithms in Multimodal Affective Computing

edited by

Sijie Mai

submission deadline 31 Aug 2026 | Viewed by 47 | Submission Open

Keywords: emotion recognition; multimodal learning; affective computing; deep learning for affect analysis; sentiment analysis across modalities; machine learning in human– computer interaction; emotion understanding systems; data fusion in affective computing; real-time emotion inference; ethical ai in emotional intelligence

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

Recent Advances in Quantum Information and Quantum Computing

edited by

Younghun Kwon

submission deadline 31 Aug 2026 | Viewed by 44 | Submission Open

Keywords: quantum algorithms; applications of quantum algorithms; hybrid quantum– classical algorithms; quantum artificial intelligence; quantum machine learning; applications of quantum machine learning; constructing quantum computer; quantum computing structure; quantum error correction; quantum error mitigation; quantum information theory; quantum key distribution

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

Advance in Artificial Intelligence and Soft Computing with Applications

edited by Lankun Guo

submission deadline 31 Aug 2026 | Viewed by 43 | Submission Open

Keywords: deep learning; soft computing; attention mechanism; neural network; granular computing; knowledge graph; fuzzy set; lattice theory

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

New Advances in Bioinformatics and Mathematical Modelling, 2nd Edition

edited by

Lyudmila Todorova

and

Olympia Roeva

submission deadline 31 Aug 2026 | Viewed by 43 | Submission Open

Keywords: bioinformatics (genome or protein) databases; molecular cell biology; cell simulation; and modeling; experimental design; clustering; classification; and association rules; interactive data exploration and discovery; search-based data analytics; big data analytics; machine learning; hidden Markov models; global optimization; dynamic programming; evolutionary computation; meta-heuristics algorithms

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

Evolutionary Algorithms and Mathematical Optimization with Applications

edited by

Rui Wang

and

Shi Cheng

submission deadline 31 Aug 2026 | Viewed by 41 | Submission Open

Keywords: evolutionary computation; mathematical optimization; multi/many-objective optimization; decision making; combinatorial optimization; metaheuristics; data-driven optimization

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

Evolutionary Algorithms, Optimization, and Data Mining with Applications

edited by

Zhengwen Huang

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

Keywords: genetic algorithms; genetic programming; gene expression programming; schema theory; building block; fitness function; system optimization; large language models; differential evolution; hybrid algorithms

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

Mathematical Modeling for Parallel and Distributed Processing, 3rd Edition

edited by

,

,

,

and

submission deadline 31 Aug 2026 | Viewed by 30 | Submission Open

Keywords: algebraic digital techniques; distributed computing; parallel processing; algorithm design; mathematical modeling; optimization

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

Statistical Tests Suites and the Application of Statistics and Mathematical Models in Operations Research

edited by Elena Almaraz Luengo

submission deadline 31 Aug 2026 | Viewed by 30 | Submission Open

Keywords: probability; statistics; operations research; security; statistical methods; causal inference; missing data; order statistics; encryption and encoding

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

Computational and Mathematical Methods in Information Science and Engineering, 3rd Edition

edited by

,

,

and

submission deadline 31 Aug 2026 | Viewed by 30 | Submission Open

Keywords: computational intelligence; mathematical modeling; high-dimensional data analytics; explainable AI; statistical learning physics-informed neural networks text/document analysis; optimization; complex networks; social network; software defects detection; information theory; information systems; recommendation systems; intelligent logistics; intelligent energy management; intelligent tourism

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

Deep Learning Algorithms for Computer Vision and Image Processing

edited by

Haoji Hu

submission deadline 31 Aug 2026 | Viewed by 26 | Submission Open

Keywords: deep learning; transfer learning; self-supervised learning; medical image analysis; 3D image processing; convolutional neural networks; transformer; multimodal large language models

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

Advances in Numerical Analysis and High-Performance Scientific Computing

edited by Thái Anh Nhan

submission deadline 31 Aug 2026 | Viewed by 26 | Submission Open

Keywords: numerical algorithms and analysis; optimization techniques; numerical linear algebra; high-performance and parallel computing; applied and computational mathematics

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

Mathematical Optimization and Control: Methods and Applications, 2nd Edition

edited by

Jose de Jesus Rubio

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

Keywords: genetic optimization; bat optimization; butterfly optimization; grey wolf optimization; particle swarm optimization; ant colony optimization; bee colony optimization; bayesian optimization; continuous optimization; discrete optimization; adaptive control; neural network control; fuzzy control; backstepping control; feedback control; sliding mode control; robust control; observer-based control; nonlinear control; intelligent control; model predictive control; optimal control; other alternative optimization or control

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

Advanced Control Systems: Theory and Applications

edited by Paolo Di Giamberardino and

Daniela Iacoviello

submission deadline 31 Aug 2026 | Viewed by 16 | Submission Open

Keywords: advanced control; machine learning modelling; data-driven control; model predictive

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

Theoretical and Applied Mathematics in Supply Chain Management, 2nd Edition

edited by

Xiang Song

submission deadline 31 Aug 2026 | Viewed by 15 | Submission Open

Keywords: LARG— lean; agile; resilient; and green; supply chain modelling and optimisation; demand forecasting; inventory management; logistics and transportation; reverse and closed-loop supply chains; supply chain coordination

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

Connections Between Operational Research and Decision Processes

edited by

Violeta Šniokienė

and

Zenonas Turskis

submission deadline 31 Aug 2026 | Viewed by 15 | Submission Open

Keywords: operational research; decision processes; multi-criteria decision analysis; game theory; fuzzy and stochastic models

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

Advances in Mathematical Analysis, Applications and Technologies for IoT Networks Along with Next-Generation IoT and Its Network Security

edited by

Laith Al-Jabouri

and

Martin Fleury

submission deadline 31 Aug 2026 | Viewed by 14 | Submission Open

Keywords: mathematic modelling of IoT networks; next-generation and advanced IoT; IoT network security; multimedia over IoT

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

Recent Advances in Functional Analysis and Matrix Theory

edited by Maria Zeltser and

Ants Aasma

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

Keywords: functional analysis; matrix theory; operator theory; Banach spaces; Hilbert spaces; spectral theory; matrix inequalities; eigenvalue problems; operator matrices; numerical linear algebra; functional equations; mathematical physics; optimization; quantum information; computational mathematics

(This special issue belongs to the Section E6: Functional Interpolation)

Mathematics-Based Methods in Artificial Intelligence, Pattern Recognition and Deep Learning, 3rd Edition

edited by

Jie Wen

, Cai Xu and Jinrong Cui

submission deadline 31 Aug 2026 | Viewed by 3 | Submission Open

Keywords: pattern recognition and application; deep learning; artificial intelligence; computer vision

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

Computational Statistics: Analysis and Applications for Mathematics

edited by

Jean Claude Malela-Majika

submission deadline 31 Aug 2026 | Submission Open

Keywords: applied statistics; advanced statistical models and algorithms for big data; machine learning; statistical process control; fault detection; industrial statistics; predictive analytics; time series analysis; machine learning methodologies; applications of computational statistics in various industries; computer-intensive statistical methods; advanced data analytics; big data; bayesian computing; robust estimation and inference; monparametric and semiparametric techniques; computational finance; meta-analysis; circular statistics; mathematical statistics; statistical modeling; sampling techniques

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

Chemotaxis Models and Their Applications in Biology

edited by

Jiashan Zheng

submission deadline 31 Aug 2026 | Submission Open

Keywords: chemotaxis; PDE models; mathematical biology; cell migration; signal transduction

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

Mathematical and Quantitative Methods in Finance and Forecasting

edited by

Meng Han

submission deadline 31 Aug 2026 | Submission Open

Keywords: mathematical finance; financial forecasting; quantitative modeling; time-series analysis; econometric methods; machine learning in finance; stochastic modeling; derivative pricing and risk management; commodity and carbon markets

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

Advances in Machine Learning and Intelligent Systems

edited by Salman Khalid and

Aydin Azizi

submission deadline 31 Aug 2026 | Submission Open

Keywords: machine learning; intelligent systems; physics-informed artificial intelligence; reinforcement learning; digital twins; optimization and control; trustworthy and explainable AI; edge and federated learning; prognostics and health management; autonomous decision-making

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

Advances in High-Dimensional Scientific Computing

edited by

Xu Guo

submission deadline 10 Sep 2026 | 1 articles | Viewed by 651 | Submission Open

Keywords: non-local; peridynamics; fractional order; high-dimensional scientific computing; numerical computation; partial differential equations; inverse computation; geotechnical engineering; risk assessment; uncertainty quantification; large-scale data modeling; high-precision numerical analysis; structural engineering

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

Foundations of Computational Linguistics: Theory, Methods, and Applications

edited by

Jie Zhou

submission deadline 10 Sep 2026 | Viewed by 38 | Submission Open

Keywords: artificial intelligence; large language models; natural language processing (NLP); agent; alignment; social science; computational linguistics; representation learning; mathematical foundations of NLP; human-centered AI

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

Advanced Algorithms for Multi-Modal Learning, Knowledge Graphs, and Trustworthy AI

edited by Honghui Xu

submission deadline 10 Sep 2026 | Viewed by 13 | Submission Open

Keywords: multi-modal learning; knowledge graphs; trustworthy AI; privacy-preserving learning; differential privacy; federated learning; edge intelligence; explainable AI; generative AI; resource optimization

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

Differential Equations and Eigenvalue Problems with Application

edited by

Jiangang Qi

submission deadline 15 Sep 2026 | Viewed by 30 | Submission Open

Keywords: differential and integral equations; boundary value problems; spectrum; differential operator spectrum theory

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

Computational Approaches to AI Safety and Autonomous Driving

edited by Jinlai Zhang

submission deadline 15 Sep 2026 | Viewed by 14 | Submission Open

Keywords: artificial intelligence (AI); AI safety; AI-driven vehicles; autonomous driving; robust perception; decision-making algorithms; ethical AI

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

Intelligent Robots Control and Navigation and Their Mathematical Methods and Insights

edited by

Paolo Mercorelli

,

Oleg Sergiyenko

and

Oleksandr Tsymbal

submission deadline 20 Sep 2026 | 3 articles | Viewed by 5518 | Submission Open

Keywords: mathematics problems in robot motion and grasp; robot control; robot optimal control; robot stability and analysis of the dynamics; robot motion planning and navigation

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

Modeling, Control and Optimization of Biological Systems

edited by

Junyuan Yang

submission deadline 20 Sep 2026 | 1 articles | Viewed by 901 | Submission Open

Keywords: ecological modeling; mutiscale immuno-epidemiologial models; parameter identifiaction; disease-informed neural networks; optimal control theory

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

Advances in Fluid Dynamics and Wave Interaction Phenomena

edited by

,

,

and

submission deadline 20 Sep 2026 | 1 articles | Viewed by 492 | Submission Open

Keywords: marine engineering; ocean engineering; offshore engineering; coastal engineering; wave-structure interactions; nonlinear wave loads; nonlinear wave propagation; innovative analysis technology for fluid dynamics/wave interactions; development of numerical tools for marine/ocean/coastal engineering; AI/ML applications in marine/ocean/coastal engineering

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

Advanced Methods and Applications of Deep Learning in Medicine

edited by

Nan Sheng

, Qiujie Lv and

Yan Wang

submission deadline 20 Sep 2026 | Viewed by 35 | Submission Open

Keywords: deep learning; medical imaging; multimodal data fusion; model interpretability; optimization and regularization; computational biology; drug discovery; clinical decision support

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

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