Mathematics

Scientific Computing and Machine Learning in Engineering

edited by

and

submission deadline 31 Jan 2027 | Viewed by 197 | Submission Open

Keywords: scientific computing; multiphysics coupling; physics-informed neural networks; lattice and discrete element methods; machine learning

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

Mathematical Methods for Image Processing and Understanding, 2nd Edition

edited by

Gianluca Vinti

, Ivan Gerace and Arianna Travaglini

submission deadline 31 Jan 2027 | Viewed by 178 | Submission Open

Keywords: image processing; feature extraction and selection; pattern recognition; mathematical methods; regularization techniques; inverse problems in imaging; machine learning

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

Mathematical Modeling and Optimization of Mixed Traffic Flow in Transportation and Logistics

edited by

Zhihong Yao

submission deadline 31 Jan 2027 | Viewed by 171 | Submission Open

Keywords: mixed traffic flow; mathematical modeling; traffic optimization; autonomous vehicles; optimal control; transportation networks; logistics systems; game theory; stochastic processes; multi-objective optimization

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

Advances in Statistical Analysis for Health, Finance, Industry and Digital Economy, 2nd Edition

edited by Lei Qin

submission deadline 31 Jan 2027 | Viewed by 154 | Submission Open

Keywords: machine learning and optimization; neural network; generative AI; artificial intelligence in healthcare; digital-driven diagnostics and prognostics; health economics; longevity risk management; financial insurance swaps; insurance big data analytics; insurance-linked security; option pricing; market microstructure; cryptocurrency; blockchain; digital economy; input– output analysis

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

In-Context Algebra, Token-Based Vision Transformers, and Digital Twins for Solving Partial Differential Equations

edited by

Klaudia Oleshko

and

Andrei Khrennikov

submission deadline 31 Jan 2027 | Viewed by 143 | Submission Open

Keywords: computational physics-informed modeling; algebraic representations of physical systems and in-context algebra; token-based representations of spatial and numerical data; vision transformers for scientific and physical data analysis; transformer architectures for scientific computing and PDE solving; physics-informed machine learning for PDEs; operator learning and AI-based PDE solvers; digital twins for physical and engineering systems; multiscale modeling and complex systems; symbolic– numerical hybrid methods; applications in physics; engineering; geosciences; and environmental science

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

Recent Advances in Special Functions and Polynomials

edited by Vincel Hoang Ngoc Minh

submission deadline 31 Jan 2027 | Viewed by 138 | Submission Open

Keywords: combinatorics on noncomutative series; noncommutative symbolic computation; special functions; special values

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

Application of Machine Learning and Data Mining, 3rd Edition

edited by

Mingbo Zhao

,

Haijun Zhang

,

Zhou Wu

and Jianghong Ma

submission deadline 31 Jan 2027 | Viewed by 136 | Submission Open

Keywords: supervised; unsupervised; and self-learning methods; large-scale data mining; applicable neural networks and artificial intelligence; neural network-based industrial applications; neural model for natural language processing; deep learning for health informatics and biomedical engineering; graph convolutional neural networks and their applications; deep reinforcement learning and its applications; deep sparse and low-rank representation; computer vision and pattern recognition techniques

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

Research on Integrable Systems in Mathematical Physics

edited by Xiubin Wang

submission deadline 31 Jan 2027 | Viewed by 132 | Submission Open

Keywords: rogue waves; integrable systems; parity-time symmetry

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

Complex Analysis and Functional-Differential Equations

edited by Chungchun Yang, Weiyi Su and Liangwen Liao

submission deadline 31 Jan 2027 | Viewed by 132 | Submission Open

Keywords: complex analysis; complex dynamics; Nevanlinna theory; differential equations; functional equations; meromorphic solutions; entire solutions; elliptic equations; integral equations; boundary value problems; fractal; locally compact groups; partial differential equations

(This special issue belongs to the Section C4: Complex Analysis)

Advanced Mathematical Methods for Industrial Intelligence

edited by Weiwei Qian and

Qiang Yang

submission deadline 31 Jan 2027 | Viewed by 131 | Submission Open

Keywords: incremental learning; fault diagnosis; class-incremental learning; task-incremental learning; online learning; fault detection and prediction; hybrid models; knowledge distill; transfer learning; self-supervised learning

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

Analytical Methods and Qualitative Analysis for Differential Equations, 2nd Edition

edited by Fengping Yao

submission deadline 31 Jan 2027 | Viewed by 129 | Submission Open

Keywords: partial differential equations; ordinary differential equations; nonlinear dynamical systems; harmonic analysis; soliton theory; mathematical physics; fluid mechanics; integrable system; exact solutions; analytical methods and qualitative analysis for differential equations

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

Nonparametric and Semiparametric Approaches in Statistical Inference and Data Science

edited by

Stefano Bonnini

submission deadline 31 Jan 2027 | Viewed by 128 | Submission Open

Keywords: nonparametric statistics; semiparametric statistical methods; curve estimation; multivariate analysis; statistical algorithms and machine learning; resampling methods; distribution-free techniques

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

Advances in Applied Statistics, Biostatistics, and Medical Informatics

edited by Lin Ge and

Shengxin Tu

submission deadline 31 Jan 2027 | Viewed by 125 | Submission Open

Keywords: applied statistics; biostatistics; medical informatics; statistical modeling; clinical trials; causal inference; machine learning; high-dimensional data; bioinformatics; survival analysis

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

Mathematical Modeling and Machine Learning Approaches for Construction and Maintenance of Tunnels

edited by

Zhongkai Huang

, Yuanchao Zhang and Jiajie Zhen

submission deadline 31 Jan 2027 | Viewed by 125 | Submission Open

Keywords: shield tunneling; intelligent construction of shield tunnels; life-cycle smart management; mathematical modeling of engineering problems; applied mathematics; machine learning; numerical modeling; physics-data integrated modeling; risk assessment model; multi-scale modeling in geotechnical engineering; multi-scale modeling in geotechnical engineering; shield– soil– structure interaction

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

New Trends in Stochastics

edited by

Jonas Šiaulys

submission deadline 31 Jan 2027 | Viewed by 124 | Submission Open

Keywords: foundation of probability theory; limit theorems; asymptotic estimates; heavy-tailed distributions; regularly varying distributions; transformation of distributions; dependence structures; copulas; empirical processes; time series; survival models; risk models; risk measures; robust statistics; Monte Carlo simulations; stochastic calculus; nonparametric and semiparametric inference; stochastic financial models; stochastic actuarial models; random fields

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

Advances and Applications of Design of Experiments and Statistical Methods

edited by

Stelios D. Georgiou

submission deadline 31 Jan 2027 | Viewed by 113 | Submission Open

Keywords: DOE; factorial design; response surface methodology; adaptive experimental design; variance analysis; regression analysis; Bayesian statistics; time series analysis; multivariate statistical methods; high-dimensional data analysis

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

Mathematical and Computational Fluid Mechanics: Algorithms, Modeling and PINNs

edited by Yousef Ghaffari Motlagh

submission deadline 31 Jan 2027 | Viewed by 107 | Submission Open

Keywords: isogeometric analysis (IGA); deep learning and physics-informed neural networks (PINNs); finite volume method (FVM); finite element method (FEM); discontinuous Galerkin method (DGM); variational multiscale method (VMS); fluid– structure interaction (FSI); cardiovascular simulations

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

Computational Optimization and Applications in Computer Vision

edited by Weiping Zhang and

Jingyu Cong

submission deadline 31 Jan 2027 | Viewed by 107 | Submission Open

Keywords: imaging; computer vision; computational optimization; radar signal processing; remote sensing; medical image processing; water treatment; autonomous driving system; ghost imaging; ultra-wideband imaging; quantum state tomography; convex optimization; heuristic algorithm; deep learning; time– frequency analysis; image understanding; target identification; diagnosis; acoustic signal processing; synthetic aperture radar; inverse synthetic aperture radar

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

Computational Methods in Process Mining and Optimization

edited by

Cong Liu

submission deadline 31 Jan 2027 | Viewed by 101 | Submission Open

Keywords: process mining; process optimization; computational methods; predictive process monitoring; data-driven decision support

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

Recent Advances in Numerical Optimization and Machine Learning Algorithms

edited by

Davide Evangelista

submission deadline 31 Jan 2027 | Viewed by 98 | Submission Open

Keywords: neural networks; learning-based optimization; deep learning; data-driven optimization; large-scale optimization

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

Computational Intelligence and Big Data Analytics

edited by Wilson Nieto Bernal

submission deadline 31 Jan 2027 | Viewed by 96 | Submission Open

Keywords: big data analytics; edge computing; data analysis; computational intelligence; optimization techniques; information technology; management science; intelligent system

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

Advances in Analysis and Numerical Computation of Partial Differential Equations

edited by

Yinnian He

and

Leilei Wei

submission deadline 31 Jan 2027 | Viewed by 94 | Submission Open

Keywords: linear and nonlinear PDEs; finite element; numerical analysis

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

Computational Intelligence and Computer Security: Challenges, Solutions and Applications

edited by

Somsuk Kritsanapong

submission deadline 31 Jan 2027 | Viewed by 79 | Submission Open

Keywords: computational intelligence; computer security; artificial intelligence (AI); machine learning; post-quantum cryptography; secure communication; threat detection; data integrity

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

New Perspectives in Trustworthiness, Security and Safety of Machine Learning Systems

edited by

Jing Zhang

and Shunmei Meng

submission deadline 31 Jan 2027 | Viewed by 70 | Submission Open

Keywords: machine learning; data mining; deep learning; AI security; trustworthy AI; AI safety; large language models; agents

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

Computational Intelligence for Affective Computing: Modeling, Algorithms and Applications

edited by

Jisheng Dang

, Wenjie Wang and Bimei Wang

submission deadline 31 Jan 2027 | Viewed by 69 | Submission Open

Keywords: affective computing; computational intelligence; emotion recognition; multimodal learning; representation learning; deep learning; large models; video and speech analysis; human– computer interaction; explainable AI

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

Special Functions, Representations and Applications

edited by

Shigeru Kanemitsu

submission deadline 31 Jan 2027 | Viewed by 64 | Submission Open

Keywords: special functions; Vilenkin; group representations; applications

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

Mathematical Control Theory and Application

edited by Nguyen-Vu Truong

submission deadline 31 Jan 2027 | Viewed by 52 | Submission Open

Keywords: nonlinear control systems; variable structure control; system identification; motion control systems; adaptive/iterative learning control; machine-learning and deep-learning models in control

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

Mathematics, Artificial Intelligence and Image Processing

edited by Hamid Reza Shahbazkia

submission deadline 31 Jan 2027 | Submission Open

Keywords: artificial intelligence; image processing; mathematical modeling; computer vision; deep learning; optimization; inverse problems; machine learning; pattern recognition; explainable AI; medical imaging; numerical analysis

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

Control Theory and Intelligent Systems in Engineering

edited by Youguo He

submission deadline 31 Jan 2027 | Submission Open

Keywords: control theory; intelligent systems; autonomous decision-making; adaptive regulation; real-time optimization; robotics; autonomous vehicles; smart grids; industrial automation; differential equations; dynamical systems; optimization theory; stochastic processes; functional analysis; nonlinear control; adaptive control; optimal control; robust control; model predictive control; reinforcement learning-based control; distributed and networked control systems; hybrid dynamical systems

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

Actuarial Statistical Modeling and Applications

edited by

Himchan Jeong

submission deadline 10 Feb 2027 | 5 articles | Viewed by 9496 | Submission Open

Keywords: predictive analytics; statistical learning; dependence modeling; quantitative risk management; actuarial pricing and reserving; risk classification; survival analysis; longitudinal data analysis; multivariate data analysis; portfolio optimization; extreme value theory; actuarial science; predictive modeling; actuarial statistics

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

Mathematical Modelling in Financial Economics

edited by

Wei Chen

submission deadline 10 Feb 2027 | 4 articles | Viewed by 8976 | Submission Open

Keywords: theoretical analytical methods; stochastic methods; numerical modelling methods; AI modelling and simulation; big data methods

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

Discrete Mathematics in Coding Theory

edited by

Patrick Solé

submission deadline 10 Feb 2027 | 3 articles | Viewed by 4432 | Submission Open

Keywords: codes; designs; rings; modules; graphs; discrete algorithms; incidence geometry; arithmetic geometry

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

Advanced Approaches to Mathematical Physics Problems in High-Energy Physics

edited by Mario Cezar Bertin and

Julio Marny Hoff da Silva

submission deadline 10 Feb 2027 | 3 articles | Viewed by 4372 | Submission Open

Keywords: mathematical physics; high-energy physics; classical and quantum gravity

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

Mathematical Modeling of Fault Detection and Diagnosis

edited by

Song Fu

submission deadline 15 Feb 2027 | 1 articles | Viewed by 525 | Submission Open

Keywords: artificial intelligence; fault detection; data imbalance; small samples; machine learning; statistical modeling; data augmentation; mathematical modeling; sensor fusion; industrial applications

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

Advances in Mathematics and Artificial Intelligence for Smart Manufacturing

edited by

Chunlong Yu

submission deadline 15 Feb 2027 | Viewed by 298 | Submission Open

Keywords: mathematical modeling and optimization for manufacturing; AI-driven production planning and scheduling; AI and machine learning in manufacturing; large models for manufacturing systems; reinforcement learning in manufacturing; intelligent coordination of multi-robot systems; simulation-based optimization for manufacturing; learning-based optimization for manufacturing

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

Statistical Inference and Analysis of High-Dimensional Data

edited by Jiajuan Liang

submission deadline 15 Feb 2027 | Viewed by 66 | Submission Open

Keywords: dimension reduction; parametric/nonparametric inference; high-dimensional visualization; projection pursuit; nonlinear manifolds; random projection

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

Statistical Inference: Methods and Applications

edited by

Tingting Tong

submission deadline 20 Feb 2027 | 4 articles | Viewed by 2299 | Submission Open

Keywords: statistical inference; estimation and hypothesis testing; likelihood-based methods; nonparametric and semiparametric methods; high-dimensional data analysis; Bayesian inference; computational statistics; model selection and averaging; uncertainty quantification; machine learning and statistics; statistical application

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

Multiscale Modeling in Engineering and Mechanics, 2nd Edition

edited by

Yuexiang Lin

,

Jianjun Ma

,

Mingfeng Lei

and Chengyong Cao

submission deadline 20 Feb 2027 | 4 articles | Viewed by 2253 | Submission Open

Keywords: multiscale modeling; mathematical modeling; computational methods; data-driven approaches; artificial intelligence; micro– macro mechanics; mechanical modeling; biomechanics; bioengineering

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

Mathematical Methods in Computational Fluid Dynamics: Theory and Applications

edited by

John Venetis

submission deadline 20 Feb 2027 | 2 articles | Viewed by 1107 | Submission Open

Keywords: Navier– Stokes equations; turbulence modeling; domain discretization; multiphase flow; flow– structure interaction

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

Computational Mathematics Methods and Applications in Engineering Science

edited by

Youness El Hamzaoui

submission deadline 25 Feb 2027 | 3 articles | Viewed by 1589 | Submission Open

Keywords: numerical methods for differential equations: the finite element method (FEM) and finite difference method (FDM); the boundary element method (BEM); mesh-free methods and particle methods; numerical solutions for partial differential equations (PDEs) and ordinary differential equations (ODEs) in engineering models; computational optimization and operations research: linear and nonlinear programming; heuristic and metaheuristic algorithms (e.g.; genetic algorithms; particle swarm optimization); applications in logistics; structural design; and resource management; machine learning and artificial intelligence in engineering: neural networks; deep learning; and reinforcement learning for system modeling and control; data-driven modeling and surrogate models for complex simulations; applications in predictive maintenance; process control; and materials discovery; modeling and simulation: multiphysics and multiscale modeling; computational fluid dynamics (CFD); solid mechanics and structural analysis; simulation of transport phenomena (heat; mass; and momentum); computational statistics and data analysis: bayesian methods and uncertainty quantification; high-dimensional data analysis and signal processing; statistical modeling for engineering reliability and risk assessment; applications in engineering disciplines: civil and environmental engineering (e.g.; water resource management; structural health monitoring); mechanical and aerospace engineering (e.g.; aerodynamics; robotics; thermodynamics); chemical and process engineering (e.g.; reactor design; separation processes); electrical engineering (e.g.; electromagnetics; circuit simulation; control systems). materials science (e.g.; computational materials design)

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

Dynamical Systems and Ergodic Theory: Analysis and Applications

edited by

Otmane Benchiheb

submission deadline 25 Feb 2027 | Viewed by 95 | Submission Open

Keywords: dynamical systems; ergodic theory; operator dynamics; hypercyclicity and chaos; recurrence and mixing; evolution equations

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

Intelligent Systems and Dynamic Scheduling: Optimization and Management, 2nd Edition

edited by

Yaqiong Lv

and

Lu Qian

submission deadline 26 Feb 2027 | Viewed by 80 | Submission Open

Keywords: mathematical modeling; intelligent systems; dynamic scheduling; evolutionary computation; intelligent fault diagnosis; combinatorial optimization; operations research; intelligent computing; real-time decision making; reinforcement learning

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

Computational Methods for Data Mining and Information Systems

edited by Moti Schneider

submission deadline 26 Feb 2027 | Viewed by 78 | Submission Open

Keywords: big data analytics; machine learning algorithms; pattern recognition; data preprocessing; knowledge discovery in databases (KDD); scalable computing; predictive modeling; neural networks; information retrieval

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

Advances in Matrix and Tensor Computation, Generalized Inverses, Differential Equations, and Their Applications

edited by Daochang Zhang and

Qing-Wen Wang

submission deadline 26 Feb 2027 | Viewed by 46 | Submission Open

Keywords: matrix; tensor; generalized inverses; differential equations

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

Mathematical Modelling and Numerical Computation in Fluid Dynamics

edited by

Weixuan Jiao

and

Bowen Zhang

submission deadline 27 Feb 2027 | Viewed by 167 | Submission Open

Keywords: mathematical modelling in fluid dynamics; numerical simulation; internal flow of turbomachinery; vortex dynamics and identification; cavitation and multiphase flow; energy loss and entropy production; hydraulic stability and pressure fluctuation; high-performance computing in CFD; fluid– structure interaction; data-driven fluid dynamics/AI for CFD

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

Mathematical Methods for Artificial Intelligence and Visual Information Processing in Networked Systems

edited by

Francesco La Rosa

and

Antonino Galletta

submission deadline 27 Feb 2027 | Viewed by 148 | Submission Open

Keywords: mathematical methods for artificial intelligence; federated and distributed learning; visual information processing; edge intelligence and networked systems; intelligent data analysis; privacy-preserving machine learning in multi-device environments; data security across multiple domains and countries

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

Fuzzy and Hybrid Functional–Algebraic Models in Data Science

edited by Ildar Z. Batyrshin, Barnabas Bede,

Vladik Kreinovich

and

Imre J. Rudas

submission deadline 27 Feb 2027 | Viewed by 88 | Submission Open

Keywords: data science; fuzzy set extensions; fuzzy distribution sets; categorical distributions; uncertainty modeling; aggregation functions; information fusion; similarity and correlation functions; evaluation metrics; adaptive inference systems; interval analysis

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

Mathematical Applications in Computer Graphics

edited by

Xiaoqiang Zhu

and

Lihua You

submission deadline 28 Feb 2027 | 7 articles | Viewed by 12741 | Submission Open

Keywords: geometric and solid modeling; visual analytics; computational geometry; numerical methods in graphics; machine learning and AI in graphics; geometry-based machine learning models; deep learning for surface reconstruction and optimization; graph convolutional networks for graphics

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

Advances in High-Speed Computing and Parallel Algorithm

edited by

Ivan Lirkov

submission deadline 28 Feb 2027 | 3 articles | Viewed by 5840 | Submission Open

Keywords: parallel computing; GPU computing; parallelization on HPC platforms; performance analysis; multi-/many-core platforms; cache management

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

Mathematics for Algebraic Coding Theory and Cryptography

edited by

Mariana I. Durcheva

submission deadline 28 Feb 2027 | 5 articles | Viewed by 5219 | Submission Open

Keywords: algebraic coding theory; error-correcting codes; public-key cryptography; symmetric-key cryptography; post-quantum algebraic cryptography; secure communication; computational complexity in cryptography

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

Journal Menu

Journal Browser

Special Issues

Further Information

Guidelines

MDPI Initiatives

Follow MDPI