Mathematics

Research on Machine Learning, Data Mining, Natural Language Processes, and Optimization Methods

edited by

submission deadline 31 Jan 2026 | 1 articles | Viewed by 883 | Submission Open

Keywords: data mining; optimization; machine learning; natural language processing; semantic interoperability; patterns in data science

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

Differential Geometry, Geometric Analysis and Their Related Applications, 2nd Edition

edited by

Mića S. Stanković

submission deadline 31 Jan 2026 | 1 articles | Viewed by 751 | Submission Open

Keywords: differential geometry; geometric analysis; manifolds; Finsler geometry; symplectic geometry; contact geometry; complex and Kä hler geometry; geodesic mappings; Minkowski spaces; geometric inequalities; geometric models; infinitesimal deformations of curves and surfaces; tensor calculus; spaces with non-symmetric affine connection; generalized Riemannian spaces

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

Algorithm Engineering for Complex Optimization Problems: Theory and Applications

edited by

Asma Ladj

submission deadline 31 Jan 2026 | 1 articles | Viewed by 744 | Submission Open

Keywords: complex optimization problems; evolutionary algorithms; swarm intelligence; heuristics; metaheuristics; hyper-heuristics; and hybrid algorithms; adaptive; robust; and scalable algorithms; machine learning for optimization; high-dimensional optimization; multi-objective optimization; stochastic optimization; optimization under uncertainty; algorithm design; analysis; tuning; and benchmarking

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

Synergies Between Artificial Intelligence and Pure Mathematics

edited by Francesco Giannini and Stefano Fioravanti

submission deadline 31 Jan 2026 | Viewed by 658 | Submission Open

Keywords: AI for Mathematics; theorem proving; neural conjecturing; human in the loop; AI for algebra; geometry; and topology; category theory and learning processes; mathematical foundations in AI; logic programming

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

Theoretical Modeling and Computational Aspects on Sustainability: Financial and Socio-Economic Implications

edited by

Joseph Andria

and Pesenti Raffaele

submission deadline 31 Jan 2026 | Viewed by 600 | Submission Open

Keywords: sustainability; risk management; optimization; complex systems modeling

High-Performance Advanced Control for Electromechanical and Hydraulic Systems

edited by

Xiaowei Yang

,

Wenxiang Deng

and

Xiaoli Zhao

submission deadline 31 Jan 2026 | 1 articles | Viewed by 598 | Submission Open

Keywords: electromechanical control; hydraulic control; robot control; nonlinear control; adaptive control; robust control; disturbance rejection control; intelligent control; reinforcement learning control; neural network control; fuzzy control; fault diagnosis and fault-tolerant control; modeling; simulations and applications

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

Modeling and Simulation for Optimizing Complex Dynamical Systems

edited by

Seon Han Choi

submission deadline 31 Jan 2026 | 1 articles | Viewed by 476 | Submission Open

Keywords: modeling and simulation; optimization; complex dynamical systems; machine learning

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

Advancement of Mathematical Methods in Feature Representation Learning for Artificial Intelligence, Data Mining and Robotics, 3rd Edition

edited by

Jianping Gou

,

Weihua Ou

and

Lan Du

submission deadline 31 Jan 2026 | 1 articles | Viewed by 465 | Submission Open

Keywords: visual recognition; deep learning; knowledge distillation; representation learning; data mining

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

Statistical Methods in Epidemiology：Latest Advances and Prospects

edited by Char Leung

submission deadline 31 Jan 2026 | 1 articles | Viewed by 454 | Submission Open

Keywords: epidemiology; public health; observational studies; time series; clinical trials

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

Advances in Nonlinear Differential Equations with Applications

edited by Wei-Chuan Wang and

Tsu-Ming Yeh

submission deadline 31 Jan 2026 | Viewed by 428 | Submission Open

Keywords: nonlinear differential equations; the existence result; the classification of solutions; applications in management

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

Advances in Mathematical Modeling for Robotic Systems: Dynamics, Stability, Optimization and Control

edited by Madan Mohan Rayguru

submission deadline 31 Jan 2026 | Viewed by 389 | Submission Open

Keywords: mathematical modeling; robotics; dynamics; stability; simulation; control; optimization

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

Stochastic Processes and Partial Differential Equations in Industry

edited by

Lihu Xu

,

Peng Chen

and Jianya Lu

submission deadline 31 Jan 2026 | Viewed by 356 | Submission Open

Keywords: stochastic processes; stochastic partial differential equations; stochastic dynamics systems theory and applications; model phenomena in industry; queuing theory

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

Analysis and Mathematical Modeling of Control Engineering and Path Planning, 2nd Edition

edited by

Sanda Florentina Mihalache

submission deadline 31 Jan 2026 | Viewed by 352 | Submission Open

Keywords: dynamical systems; numerical methods; mathematical modeling; artificial intelligence methods; mathematical programming; identification and modeling of control systems; path planning algorithms

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

Mathematical Foundations of Blockchain Technology

edited by Pratima Sharma

submission deadline 31 Jan 2026 | Viewed by 351 | Submission Open

Keywords: blockchain mathematics; cryptographic primitives; consensus mechanisms; game theory in blockchain; distributed algorithms; mathematical modeling; security and scalability; decentralized systems

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

Mathematical and Statistical Approaches in Quantitative Finance with Applications in AI, Machine Learning, and Reinforcement Learning

edited by Enrique ter Horst

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

Keywords: mathematical finance; statistical methodologies; computational approaches; AI; machine learning; and reinforcement learning; quantitative finance

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

Computational Geometry and Computer-Aided Geometric Design

edited by

Francois Anton

submission deadline 31 Jan 2026 | Viewed by 279 | Submission Open

Keywords: geometric computing; computer-aided geometric design; AI applications; optimization applications

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

Mathematical Modeling and Numerical Analysis in Fluid Dynamics

edited by Chenyu Zhao

submission deadline 31 Jan 2026 | Viewed by 271 | Submission Open

Keywords: mathematical modelling; computational fluid dynamics (CFDs); navier– stokes equations; multiphase flows; non-newtonian fluids; finite element methods; spectral methods; adaptive mesh refinement; fluid– structure interaction

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

Numerical Analysis and Modeling in Structural Engineering

edited by Daniel Gomez

submission deadline 31 Jan 2026 | Viewed by 163 | Submission Open

Keywords: Numerical analysis; Computational modeling; Finite element methods; Nonlinear structural behavior; Substructuring in structural dynamics; Multiscale modeling; Multiphysics simulation; Fracture mechanics; Topology optimization; Reliability analysis; Stochastic modeling; Uncertainty quantification; Robust design; Resilient structures; High-performance computing; Large-scale simulation; Machine learning; Data-driven modeling; Quantum computing in engineering; Sustainable structural design; Life-cycle assessment

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

Mathematical Approaches to Optical Network Design and Optimization

edited by

Daniel A. R. Chaves

submission deadline 31 Jan 2026 | Viewed by 160 | Submission Open

Keywords: optical networks; network optimization; artificial intelligence; mathematical modeling; machine learning; routing and spectrum allocation; sustainable networking

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

Theory and Application of Difference and Differential Equations in Life Sciences

edited by

Chunrui Zhang

, Ming Liu and Xiaofeng Xu

submission deadline 31 Jan 2026 | Viewed by 160 | Submission Open

Keywords: difference equations; differential equations; stochastic differential equations; stability; bifurcations

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

Numerical Methods for Linear PDEs and Applications

edited by

Mozhgan Nora Entekhabi

and Hugo Leiva

submission deadline 31 Jan 2026 | Viewed by 157 | Submission Open

Keywords: partial differential equations; numerical methods; fluid dynamics; stability and convergence; quantum computing; image processing; applied mathematics

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

Data-Driven Approaches for Big Data Analysis of Intelligent Systems

edited by

Qiuyang Huang

submission deadline 31 Jan 2026 | Viewed by 145 | Submission Open

Keywords: big data analytics; machine learning algorithms; mathematical modeling; computational intelligence; optimization techniques; deep neural networks; intelligent systems

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

Applications of Mathematical Models in Image Processing and Algorithm Theory

edited by

Fernando Fausto

and Primitivo Diaz

submission deadline 31 Jan 2026 | Viewed by 145 | Submission Open

Keywords: mathematical modeling; image processing; pattern recognition; computer vision; interdisciplinary applications

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

Recent Advances in Deep Convolutional Neural Networks for Semantic Segmentation

edited by Jose Ruiz-Pinales

submission deadline 31 Jan 2026 | Viewed by 138 | Submission Open

Keywords: deep convolutional neural networks; computer vision; applications of DCNNs to semantic segmentation; U-Net

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

Optimization and Control for Unmanned Systems and Intelligent Logistics

edited by

Dali Zhang

and Dongfang Li

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

Keywords: unmanned systems; optimization and control theory; intelligent logistics systems; optimization techniques; autonomous systems

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

Advances in Computational Intelligence and Decision Making

edited by

Xiaohong Pan

submission deadline 31 Jan 2026 | Viewed by 75 | Submission Open

Keywords: intelligence decision making; online information-driven decisions; dynamic optimization

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

Advances in Operations Research: Applications in MCDA, Fuzzy Systems, DEA and Optimization

edited by

Amir Karbassi Yazdi

and Peter Fernandes Wanke

submission deadline 3 Feb 2026 | 1 articles | Viewed by 2046 | Submission Open

Keywords: operations research ; multi-criteria decision analysis (MCDA) ; fuzzy systems ; data envelopment analysis (DEA) ; optimization techniques ; mathematical modeling ; decision-making under uncertainty ; heuristic and metaheuristic algorithms ; linear and nonlinear programming ; machine learning in operations research

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

Discrete Mathematics in Coding Theory

edited by

Patrick Solé

submission deadline 10 Feb 2026 | 2 articles | Viewed by 2734 | 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)

New Perspectives of Graph Theory and Combinatorics

edited by Randy R. Davila

submission deadline 10 Feb 2026 | 1 articles | Viewed by 1174 | Submission Open

Keywords: extremal graph theory; discrete mathematics; combinatorics; graph theory; applied mathematics; linear algebra; matrices; data science; degree sequence problems; zero forcing sets; zero forcing number; cardinalities

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

Advances in Statistical Approaches with Applications for Multivariate Data Analysis

edited by Md Erfanul Hoque

submission deadline 10 Feb 2026 | 1 articles | Viewed by 589 | Submission Open

Keywords: multivariate data; biostatistical methods; time series analysis; dynamic data science; machine/statistical learning; computational statistics; bayesian analysis; longitudinal data analysis; image analysis; spatial/spatio temporal analysis

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

Quantum Information, Cryptography and Computation

edited by

Chia-Wei Tsai

,

Chun-Wei Yang

and Narn Yih Lee

submission deadline 10 Feb 2026 | 1 articles | Viewed by 447 | Submission Open

Keywords: quantum algorithms and complexity theory; quantum cryptographic protocols and security models; quantum communications and networks; quantum error correction and fault-tolerant quantum computing; implementation and optimization of quantum circuits; quantum machine learning and artificial intelligence; applications of quantum computing in various scientific and engineering fields

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

Multivariate Statistical Inference and Applications

edited by

Michail Tsagris

submission deadline 10 Feb 2026 | Viewed by 170 | Submission Open

Keywords: multivariate analysis; non-linear relationships; computation-intensive methods

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

Advanced Optimization Techniques and Applications in Financial Mathematics and Cryptocurrency Markets

edited by

Jules Mba

submission deadline 10 Feb 2026 | Viewed by 132 | Submission Open

Keywords: optimization methods; portfolio optimization; cryptocurrency markets; copula-based methods; systemic risk and risk spillovers; machine learning and deep learning; adaptive neuro-fuzzy inference systems; behavioral economics/finance optimization; volatility modeling and forecasting

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

Logic Reasoning in Machine Learning Through Data-Knowledge-Driven: Methods and Applications

edited by Dong Zhang

submission deadline 10 Feb 2026 | Viewed by 121 | Submission Open

Keywords: machine learning; logic reasoning; data-knowledge driven; interpretability; symbolic knowledge representation; hybrid models; knowledge graphs; automated theorem proving; uncertainty management; applications in healthcare; applications in finance; autonomous systems; language processing

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

Deep Learning Methods and Computational Techniques for Image Processing with Applications

edited by Kai Sun,

Shuang Xu

and Junying Hu

submission deadline 11 Feb 2026 | Viewed by 190 | Submission Open

Keywords: image processing; computer vision; deep learning

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

Mathematical Modelling and Optimization for Complex Production under Supply Chain Management

edited by

Mitali Sarkar

and

Biswajit Sarkar

submission deadline 15 Feb 2026 | 2 articles | Viewed by 7162 | Submission Open

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

Advances in Epidemiological and Biological Systems Modeling

edited by

Adquate Mhlanga

submission deadline 15 Feb 2026 | Viewed by 233 | Submission Open

Keywords: differential equations; data-driven modeling; numerical analysis; control interventions; public health; stochastic and agent based

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

Mathematical Modeling for Economics and Finance: Probability, Stochastic Processes, and Differential Equations

edited by

Xinwei Feng

and Panyu Wu

submission deadline 15 Feb 2026 | Viewed by 136 | Submission Open

Keywords: backward stochastic differential equations; nonlinear expectation; mean-field games; asset pricing models; risk management; portfolio optimization

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

Numerical Analysis of Partial Differential Equations and Their Application

edited by Chuanjun Chen and

Jiansong Zhang

submission deadline 15 Feb 2026 | Viewed by 116 | Submission Open

Keywords: numerical analysis; phase field methods; finite element methods; finite difference methods; finite volume methods; neural network algorithm; adaptive algorithm; error estimation; convergence analysis

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

Data-Driven Algorithms for Optimal Decision Making in Logistics and Supply Chain Management

edited by

Xue-Ming Yuan

and

Hao Yu

submission deadline 20 Feb 2026 | 8 articles | Viewed by 20359 | Submission Open

Keywords: big data analytics; data-driven algorithms; optimal decision making; intelligent systems; learning algorithms; mathematical models

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

Artificial Intelligence and Optimization in Engineering Applications

edited by

Lei He

, Xiaolu Liu, Lining Xing and

Guohua Wu

submission deadline 20 Feb 2026 | 6 articles | Viewed by 9646 | 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 E1: Mathematics and Computer Science)

Advanced Research in Neural Networks, Machine Learning, and Image Processing

edited by

Chengwei Pan

, Hongyi Li and Di Zhao

submission deadline 20 Feb 2026 | 4 articles | Viewed by 7357 | Submission Open

Keywords: image processing; pattern recognition; computer vision; deep learning; machine learning; neural networks; medical image analysis; large language model; image generation and synthesis; complex signals; signal modulation; signal detection; inverse problems; sparse representation; sampling methods; phase retrieval; knowledge graph

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

Dynamic Complex Networks: Models, Algorithms, and Applications

edited by

Dimitri Volchenkov

submission deadline 20 Feb 2026 | 3 articles | Viewed by 7077 | Submission Open

Keywords: dynamic complex networks; statistics of long walks; graph structural modifications; stability and synchronization in networks; entropic force and pressure; graph node fugacity; graph node navigability; graph navigation; delocalization– localization

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

Modeling, Identification and Control of Biological Systems

edited by Alessandro Borri and

Federico Papa

submission deadline 20 Feb 2026 | 4 articles | Viewed by 4512 | Submission Open

Keywords: mathematical modeling of biological systems; mathematical physics; computational biology and medicine; system identification and filtering; optimal control and game theory; systems biology; dynamical systems; mathematical oncology; epidemic modeling; structured population models; biochemical networks

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

Graph Theory: Advanced Algorithms and Applications, 2nd Edition

edited by

Ruo-Wei Hung

submission deadline 20 Feb 2026 | 3 articles | Viewed by 3440 | Submission Open

Keywords: graph algorithms and theory; discrete applied mathematics; theoretical computer science; approximation algorithms; interconnection networks; time complexity analysis; big data model and analysis

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

Advanced Mathematical Programming and Applications in Operations Research

edited by

Sung Won Cho

submission deadline 20 Feb 2026 | 2 articles | Viewed by 2419 | Submission Open

Keywords: operations research; mathematical programming; computational optimization; data-driven optimization; multi-objective optimization; computational algorithms; supply chain management; machine learning; heuristic methods

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

Advances in Differential Geometry and Its Applications, 2nd Edition

edited by

Stéphane Puechmorel

submission deadline 20 Feb 2026 | 2 articles | Viewed by 2079 | Submission Open

Keywords: Riemannian geometry; symplectic geometry; contact geometry; information geometry; gauge theory; Lie groups and Lie algebras; applications to machine learning; applications to data analysis

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

Mathematical Methods for Wave Phenomena

edited by

Adrian Amor-Martin

and

Octavio Castillo-Reyes

submission deadline 20 Feb 2026 | 1 articles | Viewed by 1452 | Submission Open

Keywords: mathematical modeling; computational electromagnetics; geophysics; basis functions; verification and validation; artificial intelligence; adaptivity; high-performance computing; heterogeneous computing; applied mathematics

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

Bio-Inspired Computation Based on Mathematical Modeling—Theories and Applications in Health Sciences

edited by

Laszlo Barna Iantovics

, Matthias Dehmer,

Francesco Flammini

and

Frank Emmert-Streib

submission deadline 20 Feb 2026 | Viewed by 1184 | Submission Open

Keywords: mathematical optimization; mathematical modeling; artificial intelligence; natural computing; agents and multi‐agent systems; complex networks; decision support systems; bioinformatics; biomathematics; sequence analysis; DNA sequencing; sequence assembly; gene function prediction; computational evolutionary biology; comparative genomics; genetics of disease; analysis of mutations in cancer; gene and protein expression; analysis of regulation; analysis of the cellular organization; structural bioinformatics; network and systems biology; molecular interaction network

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

Machine Learning, Statistics and Big Data, 2nd Edition

edited by

Codruta Mare

submission deadline 20 Feb 2026 | 1 articles | Viewed by 1055 | Submission Open

Keywords: statistics; econometrics; machine learning; big data; financial econometrics; spatial econometrics; spatial machine learning; sentiment analysis; FinTech; digital finance; artificial intelligence; supervised vs. unsupervised learning; forecasting methods; IoT; cloud; blockchain; architecture for big data; big data analytics; data mining; cyberspace

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

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