Mathematics

Modeling and Simulation for Optimizing Complex Dynamical Systems

edited by

Seon Han Choi

submission deadline 31 Jan 2026 | 1 articles | Viewed by 822 | Submission Open

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

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

Synergies Between Artificial Intelligence and Pure Mathematics

edited by Francesco Giannini and Stefano Fioravanti

submission deadline 31 Jan 2026 | Viewed by 726 | 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)

Numerical Analysis and Modeling in Structural Engineering

edited by Daniel Gomez

submission deadline 31 Jan 2026 | 1 articles | Viewed by 650 | 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)

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 644 | Submission Open

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

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

edited by

Sanda Florentina Mihalache

submission deadline 31 Jan 2026 | 1 articles | Viewed by 536 | 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)

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

edited by Madan Mohan Rayguru

submission deadline 31 Jan 2026 | Viewed by 439 | Submission Open

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

(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 431 | 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)

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 | 1 articles | Viewed by 416 | Submission Open

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

(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 | 1 articles | Viewed by 413 | 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)

Stochastic Processes and Partial Differential Equations in Industry

edited by

Lihu Xu

,

Peng Chen

and Jianya Lu

submission deadline 31 Jan 2026 | Viewed by 411 | 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)

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 383 | 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 365 | 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)

Numerical Methods for Linear PDEs and Applications

edited by

Mozhgan Nora Entekhabi

and Hugo Leiva

submission deadline 31 Jan 2026 | Viewed by 246 | 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)

Mathematical Approaches to Optical Network Design and Optimization

edited by

Daniel A. R. Chaves

submission deadline 31 Jan 2026 | Viewed by 193 | 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)

Applications of Mathematical Models in Image Processing and Algorithm Theory

edited by

Fernando Fausto

and Primitivo Diaz

submission deadline 31 Jan 2026 | Viewed by 191 | 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 173 | 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 140 | 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 135 | 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 | 2 articles | Viewed by 2748 | 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 3118 | 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 | 2 articles | Viewed by 2107 | 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 | 2 articles | Viewed by 952 | 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 665 | 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 220 | 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 169 | 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 154 | 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 227 | 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 7504 | 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 264 | 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 182 | 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 156 | 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 24073 | 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 13407 | 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 9377 | 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 7890 | 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 5955 | 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 4622 | 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 3280 | 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 2381 | 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 1739 | 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)

Machine Learning, Statistics and Big Data, 2nd Edition

edited by

Codruta Mare

submission deadline 20 Feb 2026 | 1 articles | Viewed by 1659 | 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)

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 1233 | 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)

Advances and Applications in Intelligent Computing

edited by

Zhiqing Tang

, Jiong Lou and Jianxiong Guo

submission deadline 20 Feb 2026 | 1 articles | Viewed by 1003 | Submission Open

Keywords: artificial intelligence algorithms and applications; deep learning and reinforcement learning; mathematical modeling and optimization algorithms; machine learning algorithms and systems; cloud/edge/distributed AI and systems; intelligent control and decision-making; applications in smart cities; education; industry; etc.

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

Federated Learning and Edge Intelligence: Mathematical Models, Algorithms, and Applications

edited by

Haozhao Wang

submission deadline 20 Feb 2026 | Viewed by 358 | Submission Open

Keywords: federated learning; edge learning; heterogeneity; resource-constrained

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

Advanced Computational Fluid Dynamics and Applications

edited by

Roman Chertovskikh

submission deadline 20 Feb 2026 | 1 articles | Viewed by 350 | Submission Open

Keywords: fluid mechanics; magnetohydrodynamics; convection; flow control and optimization; numerical methods; parallel computing

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

Mathematical and Computational Models in Epidemic and Biological Systems

edited by Lubna Pinky

submission deadline 20 Feb 2026 | Viewed by 310 | Submission Open

Keywords: mathematical modeling; hybrid modeling; control; artificial intelligence; machine learning; predictive models; co-evolution; multi-pathogen infection; co-epidemics; combination vaccines; co-morbidity; mutation; RSV; flu; SARS-CoV-2; human behavior; non-pharmaceutical interventions

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

Research Progress in Computational Neuroscience

edited by Sorinel Adrian Oprisan

submission deadline 20 Feb 2026 | Viewed by 275 | Submission Open

Keywords: mathematical modeling and simulations of cellular; circuit; large-scale or cognitive brain functions; mathematical modeling and simulations of nervous system pathologies; neural data analysis; bio(medical) mathematics; mathematical and computational modeling of functions and development of neural circuits in health and disease; nonlinear dynamics and chaos in neural circuits and systems

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

Recent Developments in Vehicle System Dynamics

edited by

Hao Wu

and Fansong Li

submission deadline 20 Feb 2026 | Viewed by 250 | Submission Open

Keywords: rail vehicle system dynamics; vibration monitoring and control; high-speed and heavy-haul railways; lightweight and sustainable design; fault diagnosis and predictive maintenance; ride comfort and stability; AI/ML in rail dynamics; life-cycle assessment

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

Multi-Objective Evolutionary Algorithms and Their Applications

edited by

Yanjie Song

submission deadline 20 Feb 2026 | Viewed by 170 | Submission Open

Keywords: multi-objective optimization; evolutionary algorithms; Pareto optimality; metaheuristics; engineering design; AI-driven optimization; sustainable development; scalability analysis; dynamic optimization; uncertainty handling

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

Mathematical Applications in Electrical Engineering, 2nd Edition

edited by

Fausto Sargeni

submission deadline 25 Feb 2026 | 2 articles | Viewed by 2050 | Submission Open

Keywords: mathematics and computational techniques within electrical engineering; circuit theory; materials simulation; electromagnetic material characterization; finite element modeling

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

Journal Menu

Journal Browser

Special Issues

Further Information

Guidelines

MDPI Initiatives

Follow MDPI