Mathematics

Application and Perspectives of Neural Networks

edited by

submission deadline 31 Aug 2026 | 1 articles | Viewed by 2985 | Submission Open

Keywords: edge and embedded neural networks; IoT aware neural architectures; hardware accelerators for neural networks; neural networks in cybersecurity; industrial automation with neural networks; predictive maintenance networks; neuromorphic computing

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

Mathematics Applied in Rock Mechanics and Mining Science

edited by

Peng Li

submission deadline 31 Aug 2026 | 3 articles | Viewed by 2806 | 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)

Advances in Control Theory and Applications in Energy Systems

edited by

Shuaihu Li

,

Ning Li

, Guangming Lang and Yanjian Peng

submission deadline 31 Aug 2026 | 3 articles | Viewed by 2157 | Submission Open

Keywords: energy systems; grid stability; advanced control; adaptive control; machine learning-based techniques; dynamic optimization

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

Mathematical Modeling of Complex Entangled Structures

edited by

Ioannis Diamantis

and

Sonia Mahmoudi

submission deadline 31 Aug 2026 | 1 articles | Viewed by 2061 | 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)

Evolutionary Computation, Optimization, and Their Applications

edited by

Peiqiu Huang

, Bingchuan Wang, Zhiming Dong and Shaolong Shi

submission deadline 31 Aug 2026 | 1 articles | Viewed by 1916 | Submission Open

Keywords: evolutionary computation; optimization algorithms; multiobjective optimization; large-scale systems; AI-driven applications

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

Advanced Mathematical Methods for Machine Learning in Biomedical Applications

edited by

Dayu Hu

and

Jinghua Zhang

submission deadline 31 Aug 2026 | 2 articles | Viewed by 1882 | Submission Open

Keywords: machine learning; biomedical data analysis; computational modeling; multimodal learning; data imbalance; algorithmic fairness; graph neural networks; feature extraction; mathematical methods in biomedicine

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

Computational Models in Insurance and Financial Mathematics

edited by Linyi Qian and

Zhuo Jin

submission deadline 31 Aug 2026 | 1 articles | Viewed by 1807 | Submission Open

Keywords: stochastic optimization in financial risk management; computational methods for insurance modeling; machine learning in financial mathematics; risk assessment models in innovation financing; computational techniques for intellectual property insurance; numerical approaches for pricing and evaluating insurance policies; policy impact analysis using computational models

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

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 31 Aug 2026 | 1 articles | Viewed by 1778 | 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)

Mathematical and Computational Modelling in Empirical and Applied Science

edited by

Giulia Spaletta

,

Margherita Carletti

and Alberto Lanconelli

submission deadline 31 Aug 2026 | 1 articles | Viewed by 1749 | Submission Open

Keywords: deterministic and stochastic modeling and simulation in empirical and applied sciences; computational methods in natural, social, and applied sciences; artificial intelligence in biomathematics, biomedical imaging, and healthcare applications; mathematical modelling for bioscience data integration; optimization methods for computational system biology; big data analysis and their numerical treatment; computational approaches for multi-omics data; symbolic and numerical computation

Graph-Based Machine Learning Techniques

edited by

Zsolt Tibor Kosztyán

submission deadline 31 Aug 2026 | Viewed by 1425 | 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)

Complex System Dynamics and Mathematical Biology

edited by Song Feng

submission deadline 31 Aug 2026 | 1 articles | Viewed by 1411 | 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)

Advances in Mathematical Finance and Insurance

edited by

Tak Kuen Ken Siu

and

Hailiang Yang

submission deadline 31 Aug 2026 | 3 articles | Viewed by 1327 | Submission Open

Keywords: mathematical finance; insurance; probability theory; stochastic analysis; mathematical statistics; climate risk; energy risk; fintech and cyber risk

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

Evolutionary Algorithms, Optimization, and Data Mining with Applications

edited by

Zhengwen Huang

submission deadline 31 Aug 2026 | 1 articles | Viewed by 1230 | 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)

Distributed Systems: Algorithms, Methods, and Applications

edited by Pier Luca Montessoro and

David Palma

submission deadline 31 Aug 2026 | 1 articles | Viewed by 1172 | 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)

Advances in Computational Structural Engineering and Computational Mathematics

edited by

Giuseppe Lovisi

and

Rosa Penna

submission deadline 31 Aug 2026 | Viewed by 1134 | 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)

Advanced Geostatistics and Data Analysis: Novel Mathematical Methods and Their Applications

edited by

Qiyu Chen

, Weisheng Hou and Shaoqun Dong

submission deadline 31 Aug 2026 | 1 articles | Viewed by 1040 | Submission Open

Keywords: geostatistics; stochastic simulation; multiple-point statistics; spatial–temporal modeling; high-dimensional data analysis; machine learning

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

Evolutionary Algorithms and Mathematical Optimization with Applications

edited by

Rui Wang

and

Shi Cheng

submission deadline 31 Aug 2026 | 1 articles | Viewed by 968 | 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)

Advances in Mathematical Methods for Image Processing and Computer Vision

edited by Hongwei Mo

submission deadline 31 Aug 2026 | 1 articles | Viewed by 962 | 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)

Queueing Systems Models and Their Applications, 2nd Edition

edited by

Oleg Tikhonenko

and

Marcin Ziółkowski

submission deadline 31 Aug 2026 | 1 articles | Viewed by 792 | 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)

Computational Approaches to Control Systems: Methods and Applications

edited by Yuan Zhang and

Qirui Zhang

submission deadline 31 Aug 2026 | 1 articles | Viewed by 710 | Submission Open

Keywords: computational methods; control systems; optimization algorithms; data-driven control; machine learning (ML); model predictive control (MPC); distributed optimization; graph theory; reinforcement learning; system complexity

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

Mathematical Models and Methods of Scheduling Theory, 2nd Edition

edited by

Amir Elalouf

submission deadline 31 Aug 2026 | Viewed by 573 | Submission Open

Keywords: scheduling theory; operation research; mathematics; computer science; management; flow shop scheduling; network problems; machine sequencing problems

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

New Advances in Learning Algorithms and Optimization: Methods and Applications

edited by

Himanshu Buckchash

submission deadline 31 Aug 2026 | Viewed by 507 | 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)

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 501 | 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)

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

edited by

,

,

and

submission deadline 31 Aug 2026 | Viewed by 483 | 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 security and cryptography; information systems; recommendation systems; intelligent logistics; intelligent energy management; intelligent tourism

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

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 474 | 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)

Advances in Numerical Analysis and High-Performance Scientific Computing

edited by Thái Anh Nhan

submission deadline 31 Aug 2026 | Viewed by 466 | 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)

Advanced Control Systems: Theory and Applications

edited by Paolo Di Giamberardino and

Daniela Iacoviello

submission deadline 31 Aug 2026 | 1 articles | Viewed by 464 | Submission Open

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

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

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 461 | 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)

Stochastic Analysis of Random Field Models and Disordered Systems

edited by

Sanja Janićević

submission deadline 31 Aug 2026 | Viewed by 439 | 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)

Numerical Methods and Applications for Phase Field Models

edited by Peicheng Zhu

submission deadline 31 Aug 2026 | Viewed by 422 | Submission Open

Keywords: phase-field model; phase-field crystal model; numerical simulations; finite element method; finite difference method; spectral method; machine learning; numerical schemes based up AI technology

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

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 421 | Submission Open

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

(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 412 | 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 Medical Image Processing

edited by

Hui Ding

submission deadline 31 Aug 2026 | Viewed by 409 | Submission Open

Keywords: medical image segmentation; medical image classification; multi-modal fusion; deep learning; computer-aided diagnosis

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

Mathematical Modeling for Parallel and Distributed Processing, 3rd Edition

edited by

,

,

,

and

submission deadline 31 Aug 2026 | Viewed by 405 | 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)

Connections Between Operational Research and Decision Processes

edited by

Violeta Šniokienė

and

Zenonas Turskis

submission deadline 31 Aug 2026 | Viewed by 403 | 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)

New Advances in Bioinformatics and Mathematical Modelling, 2nd Edition

edited by

Lyudmila Todorova

and

Olympia Roeva

submission deadline 31 Aug 2026 | Viewed by 374 | 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)

Applications of Statistical Methods in Operations Research

edited by Elena Almaraz Luengo

submission deadline 31 Aug 2026 | Viewed by 341 | 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)

Advance in Artificial Intelligence and Soft Computing with Applications

edited by Lankun Guo

submission deadline 31 Aug 2026 | Viewed by 334 | 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 Low Dimensional Dynamical Systems

edited by Tali Pinsky

submission deadline 31 Aug 2026 | Viewed by 306 | Submission Open

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

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

Advances in Cryptology and Number Theory

edited by Janusz Kazimierz Szmidt

submission deadline 31 Aug 2026 | Viewed by 277 | Submission Open

Keywords: public key cryptography; lattice theory; cryptology; numbers theory

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

Advances in High-Dimensional Scientific Computing

edited by

Xu Guo

submission deadline 10 Sep 2026 | 2 articles | Viewed by 2873 | 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)

Machine Learning and Optimization for Clustering Algorithms

edited by

Yalan Qin

submission deadline 10 Sep 2026 | 1 articles | Viewed by 1800 | Submission Open

Keywords: machine learning; clustering; optimization

(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 | 4 articles | Viewed by 1543 | 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)

Foundations of Computational Linguistics: Theory, Methods, and Applications

edited by

Jie Zhou

submission deadline 10 Sep 2026 | Viewed by 409 | 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)

Innovative Methods in Long Sequence Forecasting and Time Series Analysis

edited by Haoyi Zhou, Qingyun Sun and

Bin Shi

submission deadline 15 Sep 2026 | 10 articles | Viewed by 15777 | Submission Open

Keywords: time series analysis; spatiotemporal forecasting; non-stationary process modeling; high-dimensionality embedding; interpretability–accuracy trade-off; frequency–time domain synthesis; long-term dependency modeling; cross-scale dependency learning; data-driven decision making; domain knowledge integration; interdisciplinary applications

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

Computational Intelligence, Computer Vision and Pattern Recognition

edited by

Jian-Fang Hu

submission deadline 15 Sep 2026 | 4 articles | Viewed by 4461 | Submission Open

Keywords: computer vision; pattern recognition; deep learning; image analysis; object detection; recognition systems; multimodal learning; video analysis

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

Advances in Computational Mathematics and Applied Mathematics, 2nd Edition

edited by

Tao Liu

,

Fazlollah Soleymani

and Qiang Ma

submission deadline 15 Sep 2026 | 5 articles | Viewed by 4288 | Submission Open

Keywords: partial differential equations; ordinary differential equations; stochastic differential equations; fractional differential equations; fractional calculus; inverse and ill-posed problems; regularization methods; numerical methods; multigrid methods; wavelet methods; homotopy methods; structure-preserving methods; artificial intelligence; deep learning; reinforcement learning; compact radial basis function approximations; approximations based on neural networks; node layouts for irregular domains; multi-asset option pricing problems; numerical methods for matrix functions; iterative methods for the solution of nonlinear equations; Schulz-type iterative method for generalized matrix inversion; biostatistics and pattern recognition; combination counting; separation theory; information security; fractional Fourier transform and its applications; interdisciplinary application of mathematics and other disciplines

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

Mathematical Modeling and Data Science for Biology and Medicine, 2nd Edition

edited by

Takashi Suzuki

submission deadline 15 Sep 2026 | 2 articles | Viewed by 2024 | Submission Open

Keywords: mathematical oncology; mathematical immunology; mathematical epidemiology; population dynamics; mathematical methods in diagnosis and therapy; systems biology; infectious disease modeling; epidemiological dynamics; human behaviors; evolution dynamics; signaling pathways; cell dynamics; biomedical data analysis; biological signal analysis; regression models; data-driven modeling machine learning approaches; data science; multi-scale modeling

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

Mathematical Foundations of Deep Learning for Imaging

edited by

Jürgen Frikel

submission deadline 15 Sep 2026 | 1 articles | Viewed by 874 | Submission Open

Keywords: deep learning; inverse problems; image reconstruction; regularization theory; stability and robustness; medical imaging

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

Differential Equations and Eigenvalue Problems with Application

edited by

Jiangang Qi

submission deadline 15 Sep 2026 | 1 articles | Viewed by 442 | 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)

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