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Mathematics publishes Special Issues to create collections of papers on specific topics, with the aim of building a community of authors and readers to discuss the latest research and develop new ideas and research directions. Special Issues are led by Guest Editors, who are experts on the topic. The journal’s Editor-in-Chief and/or designated EBM will oversee Guest Editor appointments and Special Issue proposals, checking their content for relevance and ensuring the suitability of the material for the journal. The papers published in a Special Issue will be collected and displayed on a dedicated page of the journal’s website. For any inquiries related to a Special Issue, please contact the Editorial Office.

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Deep and Multi-view Learning-Driven Computational Intelligence Models for Smart Cities

edited by Chenxi Huang

submission deadline 31 Mar 2025 | Viewed by 25 | Submission Open

Keywords: computational intelligence; transfer learning; multi-view learning; human– computer interaction; smart city

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

Trustworthy Graph Neural Networks: Models and Applications, 2nd Edition

edited by

Zhao Kang

and Xiao Wang

submission deadline 31 Mar 2025 | Viewed by 22 | Submission Open

Keywords: graph neural networks; deep learning for graphs; graph representation learning; spectral graph theory; robust graph neural networks; explainable graph neural networks; stable graph neural networks; uncertainty in graph neural networks; graph-neural-network-related applications

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

Advances in the Research of Complex Network Algorithms

edited by

Jianjia Wang

submission deadline 31 Mar 2025 | Viewed by 20 | Submission Open

Keywords: models of complex networks; structural network properties and analysis; network statistical inference; machine learning with graphs; complex networks and information systems

(This special issue belongs to the Section Network Science)

Advancements in Applied Mathematics for Economic Data Analytics: Models, Methods, and Applications

edited by Alessandro Mazzoccoli,

Raffaele Mattera

and

J.E. Trinidad-Segovia

submission deadline 31 Mar 2025 | Viewed by 19 | Submission Open

Keywords: mathematical models; applied mathematics; mathematical models for economics; mathematical models for finance; data analysis; forecasting; differential equations; stochastic differential equations; dynamical systems

(This special issue belongs to the Section Financial Mathematics)

Bioinformatics and Mathematical Modelling

edited by Juntao Liu and Ting Yu

submission deadline 31 Mar 2025 | Viewed by 8 | Submission Open

Keywords: protein; primary sequence; tertiary structure; binding sites; binding affinity; complex structure; peptide function

(This special issue belongs to the Section Mathematical Biology)

Multi-objective Optimization and Applications

edited by

Víctor Yepes

Moacir Kripka

and

José Antonio García

submission deadline 31 Mar 2025 | Submission Open

Keywords: multi-objective optimization; optimization methods; optimization applications; innovative methods and algorithms

(This special issue belongs to the Section Computational and Applied Mathematics)

Geometry and Symmetry in Mathematical Physics

edited by

Thomas Bruun Madsen

submission deadline 31 Mar 2025 | Submission Open

Keywords: differential geometry; Riemannian and pseudo-Riemannian Metrics; Lie groups; holonomy

Complex Process Modeling and Control Based on AI Technology

edited by Jie Hu,

Sheng Du

and Pan Yu

submission deadline 1 Apr 2025 | 1 articles | Viewed by 483 | Submission Open

Keywords: data-driven modeling; artificial intelligence; process control; dynamical systems modelling; machine learning

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

Research on Applied Partial Differential Equations

edited by Erwin Suazo and

Jose M. Vega-Guzman

submission deadline 1 Apr 2025 | Viewed by 107 | Submission Open

Keywords: fractional calculus; ordinary differential equations; partial differential equations; stochastic differential equations; nonlinear wave propagation; applications of difference and differential equations in finance (or applications in finance); differential learning methods

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

Bayesian Networks: Parameter and Structure Learning with Their Real-World Applications for Decision Making

edited by Marta Pittavino

submission deadline 1 Apr 2025 | Viewed by 80 | Submission Open

Keywords: additive Bayesian networks; dynamic Bayesian networks; decision sciences; choice of the prior distribution; factorization of the joint probability; score functions

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

New Approaches to Data Analysis and Data Analytics

edited by Ildar Z. Batyrshin and

Vladik Kreinovich

submission deadline 1 Apr 2025 | Viewed by 50 | Submission Open

Keywords: subjective information; uncertainty modeling; fuzzy-probabilistic models; fuzzy relations; measures of relationships; similarity measures; correlation functions; involutivity; bipolarity

(This special issue belongs to the Section Fuzzy Sets, Systems and Decision Making)

Statistics and Probabilities and Their Role within Health Sciences

edited by

Oluwagbohunmi A. Awosoga

submission deadline 10 Apr 2025 | 2 articles | Viewed by 1915 | Submission Open

(This special issue belongs to the Section Computational and Applied Mathematics)

Advances in Partial Differential Equations: Methods and Applications

edited by Xiaojie Hou, Yi Li and Shuangjie Peng

submission deadline 10 Apr 2025 | 1 articles | Viewed by 835 | Submission Open

Keywords: existence; uniqueness; stability; bifurcation; singular perturbation; pattern

(This special issue belongs to the Section Computational and Applied Mathematics)

Big Data-Driven Responsible Edge Intelligence: Privacy, Security, Robustness, and Potential

edited by

Youyang Qu

and Jianghua Liu

submission deadline 15 Apr 2025 | Viewed by 273 | Submission Open

Keywords: edge computing; big data; machine learning; artificial intelligence; security issues; data transmission

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

Advances in Computational Mathematics and Applied Mathematics

edited by

Tao Liu

Fazlollah Soleymani

and Qiang Ma

submission deadline 18 Apr 2025 | Viewed by 162 | 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 Computational and Applied Mathematics)

Stochastic Processes and Queuing Models in Operations Research, Logistics, and Inventory

edited by

Yonit Barron

submission deadline 28 Apr 2025 | Viewed by 42 | Submission Open

Keywords: inventory; logistics; applied probability; stochastic processes; queueing systems

(This special issue belongs to the Section Engineering Mathematics)

New Trends in Computational Methods and Stochastic Modelling in Scientific Machine Learning

edited by Xiang Zhou

submission deadline 29 Apr 2025 | Viewed by 186 | Submission Open

Keywords: stochastic continuous models; Monte Carlo method; scientific machine learning; deep learning

Mathematical Techniques and New ITs for Smart Manufacturing Systems

edited by Kai Ding and

Felix T. S. Chan

submission deadline 30 Apr 2025 | 3 articles | Viewed by 3072 | Submission Open

Keywords: smart manufacturing system; cyber-physical production system; smart production management; 3D printing and additive manufacturing; low carbon manufacturing; mathematical planning; statistical learning; industrial internet of things; cloud-edge interplay; digital twins; deep learning; blockchain

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

Graph Theory and Network Theory

edited by

Majid Forghani-elahabad

submission deadline 30 Apr 2025 | 2 articles | Viewed by 2154 | Submission Open

Keywords: network optimization; network reliability; binary state flow networks; multistate flow networks; exact and approximation approaches; and algorithms.

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

Computational Mechanics and Dynamics: Latest Advances and Prospects

edited by

Hossein Bakhshi Khaniki

and

Mergen Ghayesh

submission deadline 30 Apr 2025 | 1 articles | Viewed by 1672 | Submission Open

Keywords: computational mechanics; computational dynamics; finite element analysis; multi-body dynamics; computational fluid dynamics; computational solid mechanics; nonlinear dynamics; numerical algorithms; simulation techniques; emerging trends

(This special issue belongs to the Section Computational and Applied Mathematics)

Mathematics, Computer Programming, and Artificial Intelligence in 2D and 3D Software

edited by

Tihomir Dovramadjiev

submission deadline 30 Apr 2025 | 1 articles | Viewed by 1531 | Submission Open

Keywords: mathematics; programming; artificial intelligence; coding; industry 5.0; 2D and 3D software; open-source; digital; addons

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

New Trends in Nonlinear Dynamics and Nonautonomous Solitons

edited by Tatyana L. Belyaeva, Vladimir Serkin and Lubomir Kovachev

submission deadline 30 Apr 2025 | 1 articles | Viewed by 1465 | Submission Open

Keywords: mathematical physics; nonlinear wave theory; optics and Photonics; nonlinear dynamics and solitary waves; autonomous and nonautonomous dynamical systems; nonlinear evolution equations and modulational instability; completely integrable and nonintegrable novel mathematical models; inverse scattering transform with varying spectral parameters; nonautonomous solitons; hidden symmetry reductions; mathematics of soliton supercontinuum; mathematical modeling and numerical methods for solving new evolution equations; mathematical modeling using machine learning algorithms; approaches; and architectures of neural networks

(This special issue belongs to the Section Dynamical Systems)

Condensed Matter Physics and Statistical Mechanics in Applied Mathematics

edited by Jonas R.F. Lima

submission deadline 30 Apr 2025 | Viewed by 191 | Submission Open

Keywords: disorder; phase transitions; transport properties; topology; magnetism; nonequilibrium statistics; many-body physics

(This special issue belongs to the Section Mathematical Physics)

Big Data Analytics for Social Good

edited by Jiaxing Shen, Yu-An Huang and Yunfei Long

submission deadline 30 Apr 2025 | Viewed by 151 | Submission Open

Keywords: big data; social good; IoT; NLP; bioinformatics; public health; smart cities; environmental sustainability; education; community resilience

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

Coding Theory and the Impact of AI

edited by Yansheng Wu and Shangdong Yang

submission deadline 30 Apr 2025 | Viewed by 75 | Submission Open

Keywords: coding theory; sequences; artificial intelligence; machine learning; cryptography; information security; data transmission

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

Mathematical Optimization in Machine Learning, Computer Vision, and Data Mining, 2nd Edition

edited by

Valsamis Ntouskos

submission deadline 30 Apr 2025 | Viewed by 53 | Submission Open

Keywords: mathematical optimization; machine learning; computer vision; image restoration; image enhancement; pattern recognition; data mining; convergence rate; theoretical bounds; time complexity; execution time; memory consumption; algorithm performance; domain-specific problems

(This special issue belongs to the Section Engineering Mathematics)

Application of Mathematical Analysis and Theory to Robotics

edited by

Jaime Gallardo-Alvarado

and L. A. Alcaraz-Caracheo

submission deadline 30 Apr 2025 | Viewed by 51 | Submission Open

Keywords: higher-order kinematics; Lie algebra; screw theory; Euclidean group; polynomial equation reduction; elimination methods in kinematics; path planning trajectory; symbolic computation; closed-form solutions; topology optimization; software development; robot stability; computational geometry in robotics; robot singularities; parametrization; synthesis; Monte Carlo methods

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

Numerical Methods for Scientific Computing

edited by Ching-Sung Liu and

Xiaobing Feng

submission deadline 30 Apr 2025 | Viewed by 41 | Submission Open

Keywords: numerical methods; numerical differential equations; numerical optimization; numerical linear algebra; numerical multilinear algebra; eigenvalue problems; nonlinear eigenvalue problems; matrix approximation; tensor approximation

(This special issue belongs to the Section Computational and Applied Mathematics)

Artificial Intelligence and Optimization in Engineering Applications

edited by

Lei He

, Xiaolu Liu, Lining Xing and

Guohua Wu

submission deadline 30 Apr 2025 | Viewed by 39 | 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 Mathematics and Computer Science)

Advances in Numerical Methods for Optimal Control Problems

edited by Kening Wang and Cheng-Hung Huang

submission deadline 30 Apr 2025 | Viewed by 35 | Submission Open

Keywords: optimal control; dynamical systems; differential equations; numerical analysis; computational implementation

(This special issue belongs to the Section Computational and Applied Mathematics)

Approximation and Computation for Numerical Analysis: Latest Advances and Prospects

edited by Abdelouahed Kouibia and

Miguel Pasadas

submission deadline 30 Apr 2025 | Viewed by 31 | Submission Open

Keywords: numerical analysis; approximation and computation; spline functions; radial functions; polynomial functions; partial differential equation

(This special issue belongs to the Section Computational and Applied Mathematics)

Advances in Numerical Modeling Based on Graph Theory

edited by Sara Grundel

submission deadline 30 Apr 2025 | Viewed by 23 | Submission Open

Keywords: numerical modeling; graph theory; numerical methods; simulation; optimization

(This special issue belongs to the Section Computational and Applied Mathematics)

Intelligent Computing with Applications in Computer Vision

edited by

Lei Yang

En Li

and Fangyuan Li

submission deadline 30 Apr 2025 | Submission Open

Keywords: image processing; computer vision; neural networks; machine learning; deep learning; artificial intelligence; computational intelligence

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

Advances in Mathematics: Equations, Algebra, and Discrete Mathematics

edited by

Arsen Palestini

submission deadline 1 May 2025 | Viewed by 253 | Submission Open

Keywords: primes; conjecture; analytic number theory; discrete mathematics; Diophantine equations; finite fields; approximation of constants; continued fractions; Ramanujan theories; algebraic equations; additive number theory; algebraic combinatorics; algebraic topology

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

Advanced Research in Numerical Analysis of Partial Differential Equations

edited by Zhen Chao and Xiang-Sheng Wang

submission deadline 1 May 2025 | Viewed by 108 | Submission Open

Keywords: finite element method; boundary element method; finite difference method; parallel computing techniques; spectral method; inverse problem; numerical optimization; computational fluid dynamics; multiscale methods; fractional differential equations

(This special issue belongs to the Section Computational and Applied Mathematics)

Artificial Intelligence Security and Machine Learning

edited by Xuemei Xu

submission deadline 1 May 2025 | Viewed by 34 | Submission Open

Keywords: artificial intelligence; machine learning; AI security; cryptography; adversarial machine learning; network security; fuzzy logic; risk analysis; bio-inspired algorithms; chaos theory

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

Modeling and Simulation in Engineering, 3rd Edition

edited by

Camelia Petrescu

and

Valeriu David

submission deadline 31 May 2025 | 6 articles | Viewed by 5813 | Submission Open

Keywords: simulation software; numerical solutions of multi-physics problems; advanced designing methods; models and analysis of electromagnetic devices; design of experiments and measurement techniques

(This special issue belongs to the Section Engineering Mathematics)

Multiscale Modeling in Engineering and Mechanics: From Microscopic to Macroscopic Mechanical Modeling

edited by

Yuexiang Lin

Jianjun Ma

Mingfeng Lei

and Chengyong Cao

submission deadline 31 May 2025 | 6 articles | Viewed by 5131 | Submission Open

Keywords: multiscale modeling; mathematical connections; computational methods; data-driven approaches; artificial intelligence

(This special issue belongs to the Section Engineering Mathematics)

Heuristic Optimization and Machine Learning

edited by

Antonio Bolufé-Röhler

submission deadline 31 May 2025 | 2 articles | Viewed by 2593 | Submission Open

Keywords: heuristic optimization；; metaheuristics；; machine learning；; deep learning；; reinforcement learning；; neuro-evolution；; learnheuristics；; evolutionary algorithms；; global optimization；; combinatorial optimization

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

Healthcare Data Analytics Using AI

edited by

Vibhuti Gupta

Kwanghee Jung

and Long Nguyen

submission deadline 31 May 2025 | 1 articles | Viewed by 1222 | Submission Open

Keywords: health information retrieval; machine learning; big data analytics; natural language processing; deep learning

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

Spectral Theory of Tensors, Tensor (Rank) Decompositions, and Their Applications

edited by Tan Zhang and Shenglong Hu

submission deadline 31 May 2025 | 1 articles | Viewed by 768 | Submission Open

Keywords: tensor eigenvalues; tensor ranks; tensor decompositions; spectral hypergraph theory; positive semi-definite programming; higher-order Markov chains

(This special issue belongs to the Section Algebra, Geometry and Topology)

Mathematics for Visual Computing: Acquisition, Processing, Analysis and Rendering of Visual Information

edited by Bin Li

submission deadline 31 May 2025 | 2 articles | Viewed by 688 | Submission Open

Keywords: computational methods in visual computing; acquisition of vision information; processing and analysis of vision information; representation and rendering of visual information; scientific/ information visualization; virtual and augmented reality; image-guided applications; explainable artificial intelligence based on visualization; mathematical modelling in visual computing

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

Mathematical Methods in Pattern Recognition and Image Analysis

edited by

Pierre Gouton

Sebti Foufou

Ludovic Journaux

and Amadou Tidjani Sanda Mahama

submission deadline 31 May 2025 | Viewed by 336 | Submission Open

Keywords: mathematical methods; pattern recognition; image analysis; image processing; data analysis; classification; segmentation; statistical modeling; signal processing; character recognition; face recognition; speech recognition; machine learning; artificial intelligence; computer vision; high-dimensional data analysis; real-time processing; time-series analysis

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

AI Security and Edge Computing in Distributed Edge Systems

edited by Kongyang Chen, Hongyang Yan and Yatie Xiao

submission deadline 31 May 2025 | Viewed by 95 | Submission Open

Keywords: edge computing; artificial intelligence; AI security; distributed systems; privacy preservation; machine learning; distributed learning; federated learning; edge-to-cloud communication; large-language model

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

Methodology and Application in Computational Statistics and Data Science

edited by Wenbo Wu and

Chenlu Ke

submission deadline 31 May 2025 | Viewed by 46 | Submission Open

Keywords: statistical computing; big data; high-dimensional statistics; dimension reduction; feature screening; variable selection; sampling

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

Applied Mathematics, Computing and Machine Learning

edited by

Claudia Durán San Martín

submission deadline 31 May 2025 | Viewed by 35 | Submission Open

Keywords: Industry 4.0; Industry 5.0; IoT; machine learning; deep learning; blockchain; supply chain management; dependability; trusted computing; decision making; multi-criteria

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

Stochastic Processes and Its Applications

edited by

Elvira Di Nardo

and

Luis Alberiko Gil-Alana

submission deadline 31 May 2025 | Viewed by 23 | Submission Open

Keywords: stochastic processes and their applications; computational probability; time series analysis

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

Advances in Decision Making, Control, and Optimization

edited by Chuangchuang Sun

submission deadline 31 May 2025 | Viewed by 11 | Submission Open

Keywords: dynamic programming and reinforcement learning; robust; adaptive; and uncertainty-aware decision-making and control; machine learning and artificial intelligence in decision-making; learning to optimize; including combinational and nonconvex optimization; large-scale optimization; differentiable optimization; including nonconvex and bilevel; learning-based control; ensemble control with fast adaptation; DEMACO with humans in the loop; safety-critical decision-making and control; casual decision-making; multiagent systems

(This special issue belongs to the Section Engineering Mathematics)

Advances in Information Theory, Data Assimilation and Stochastics for Dynamical Systems

edited by

Michal Branicki

submission deadline 31 May 2025 | Submission Open

Keywords: stochastic filtering; stochastic control; data assimilation; information theory and information geometry; reduced-order modelling; stochastic parameterisations; rate-distortion theory

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

Neuro Cognitive and Knowledge Driven Natural Language Processing (NLP) in the Large Language Model (LLM) Era

edited by Yunfei Long

submission deadline 31 May 2025 | Submission Open

Keywords: neuro-cognitive NLP; knowledge-driven NLP; large language models; information extraction; information retrieval; sentiment analysis; machine translation; text summarization; dialogue systems; contextual understanding; semantic analysis; cognitive modeling; human-like interaction

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

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