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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 and all Special Issue submissions follow MDPI's standard editorial process. The journal’s Editor-in-Chief and/or designated Editorial Board Member 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. Further information on MDPI's Special Issue policies and Guest Editor responsibilities can be found here. For any inquiries related to a Special Issue, please contact the Editorial Office.

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Mathematical Applications in Digitalization, Electrification, and Sustainable Development

edited by

Nikolay Hinov

submission deadline 15 Jan 2026 | Viewed by 21 | Submission Open

Keywords: mathematical models; optimization; numerical methods; digitalization; cybersecurity; electrification; human-centered computing; machine learning; artificial intelligence; energy efficiency; automation; smart grids; data processing

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

Simulation and Control in Engineering: Models, Algorithms, and Applications

edited by Luis Arturo Reyes-Osorio,

Octavio Garcia-Salazar

and

Aldo Jonathan Muñoz-Vazquez

submission deadline 20 Jan 2026 | Viewed by 16 | Submission Open

Keywords: engineering simulation; control systems; mathematical modeling; optimization algorithms; artificial intelligence in control; machine learning for control; modeling and control of autonomous systems; control of multiagent systems

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

Securing Software Through Mathematics and Domain-Specific Knowledge: Innovations and Applications

edited by Wei Zheng and Xiaoxue Wu

submission deadline 20 Jan 2026 | Viewed by 6 | Submission Open

Keywords: domain knowledge graph; software security; vulnerability analysis; security testing; formal methods; AI in cybersecurity; LLMS for software security; LLM security; IoT security; blockchain security; adversarial machine learning

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

Complex System Dynamics and Mathematical Biology

edited by Song Feng

submission deadline 20 Jan 2026 | Viewed by 1 | Submission Open

Keywords: complex biological systems; dynamical systems; nonlinear dynamics; hypergraphs; network science; computational methods; multi-scale modeling; biological networks; mathematical modeling

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

Computational Biomechanics and Numerical Analysis: Algorithms and Applications

edited by

Christopher René Torres San Miguel

and

Juan Carlos Jauregui-Correa

submission deadline 30 Jan 2026 | Viewed by 266 | Submission Open

Keywords: computational biomechanics; numerical analysis in biomechanics; tissue mechanics; prosthesis design and optimization; analysis of biomaterials; passive safety in biomechanics; fatigue analysis in biomechanics; medical robotics in biomechanics; computational models in biomechanics; rehabilitation technologies; algorithmic advancements in biomechanics; vibrations in biomechanics

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

Graph Theory and Applications, 3nd Edition

edited by

Darren Narayan

submission deadline 30 Jan 2026 | Viewed by 1 | Submission Open

Keywords: graph theory; biology; computer science; complex and social networks; engineering

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

Application of Mathematical Analysis and Theory to Robotics

edited by

Jaime Gallardo-Alvarado

and L. A. Alcaraz-Caracheo

submission deadline 31 Jan 2026 | 1 articles | Viewed by 2728 | 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 E1: Mathematics and Computer Science)

Numerical Methods in Multiphase Flow with Heat and Mass Transfer

edited by Lin Zheng

submission deadline 31 Jan 2026 | 1 articles | Viewed by 956 | Submission Open

Keywords: computational fluid dynamics; microscopic/mesoscopic method; multiscale modeling; droplet dynamics; gas– liquid/liquid– liquid flows; fluid– solid interactions; miscible and immiscible multicomponent flows; thermo/thermosolutal capillary convection; boiling heat transfer; melting heat transfer

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

Mathematical Methods in Machine Learning, Neural Networks and Computer Vision

edited by Zhaoxian Zhou

submission deadline 31 Jan 2026 | 1 articles | Viewed by 827 | Submission Open

Keywords: machine learning; deep learning; neural networks; image processing; pattern recognition; computer vision; mathematical methods; optimization algorithms; statistical models; autonomous systems

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

Advances in the Research on Solutions of Impulsive Differential Equations

edited by

Xiao-Bao Shu

and

Fei Xu

submission deadline 31 Jan 2026 | 1 articles | Viewed by 730 | Submission Open

Keywords: impulsive dynamic system; (random) impulsive differential equations; stability theory; existence theory; optimal control; bifurcation and chaos; random dynamic system; stochastic dynamic system

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

New Advances in Nonlinear Dynamics Theory and Applications

edited by

Fei Yu

Jingru Sun

and

Jun Mou

submission deadline 31 Jan 2026 | Viewed by 179 | Submission Open

Keywords: nonlinear dynamics theory and its applications; differential equations and difference equations; chaotic systems; mathematical modeling of complex systems and networks; optimization; balance; and stability analysis; nonlinear circuits and memristors; system synchronization and control

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

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 173 | 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)

Advances in Nonlinear Differential Equations with Applications

edited by Wei-Chuan Wang and

Tsu-Ming Yeh

submission deadline 31 Jan 2026 | Viewed by 148 | 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)

Statistical Machine Learning: Models and Its Applications

edited by

Charlotte Wang

submission deadline 31 Jan 2026 | Viewed by 49 | Submission Open

Keywords: machine learning; statistical learning; data mining; data science; data visualization; feature engineering; generative AI; statistical modeling

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

Advances in Risk Models and Actuarial Science

edited by Rui Manuel Rodrigues Cardoso

submission deadline 31 Jan 2026 | Viewed by 40 | Submission Open

Keywords: climate change in insurance and sustainability; cyber security risks; data science for insurance; reinsurance; non-life insurance mathematics; fraud detection in insurance; telematics data analysis for insurance; estimation and evaluation of risk management models; loss reserving; risk theory TRANSLATE with x English Arabic Hebrew Polish Bulgarian Hindi Portuguese Catalan Hmong Daw Romanian Chinese Simplified Hungarian Russian Chinese Traditional Indonesian Slovak Czech Italian Slovenian Danish Japanese Spanish Dutch Klingon Swedish English Korean Thai Estonian Latvian Turkish Finnish Lithuanian Ukrainian French Malay Urdu German Maltese Vietnamese Greek Norwegian Welsh Haitian Creole Persian // TRANSLATE with COPY THE URL BELOW Back EMBED THE SNIPPET BELOW IN YOUR SITE Enable collaborative features and customize widget: Bing Webmaster Portal Back //

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

Mathematical Foundations of Blockchain Technology

edited by Pratima Sharma

submission deadline 31 Jan 2026 | Viewed by 27 | 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)

Computational Geometry and Computer-Aided Geometric Design

edited by

Francesc Antón Castro

submission deadline 31 Jan 2026 | Viewed by 24 | 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)

Recent Advances in Deep Convolutional Neural Networks for Semantic Segmentation

edited by Jose Ruiz-Pinales

submission deadline 31 Jan 2026 | Viewed by 13 | 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)

Advanced Computational Intelligence for Complex Problems

edited by

Jian-Yu Li

submission deadline 31 Jan 2026 | Viewed by 11 | Submission Open

Keywords: computational intelligence; evolutionary computation; fuzzy systems; machine learning; deep learning; deep neural networks; swarm intelligence; complex optimization; hybrid intelligent models; large language models; real-world applications

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

Mathematical Approaches to Optical Network Design and Optimization

edited by

Daniel A. R. Chaves

submission deadline 31 Jan 2026 | Viewed by 4 | 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)

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 | Viewed by 420 | 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)

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 56 | 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 5852 | Submission Open

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

Advances in Computational Intelligence and Applications

edited by Chaodong Fan, Leyi Xiao and Yingjie Zhang

submission deadline 26 Feb 2026 | Viewed by 119 | Submission Open

Keywords: artificial intelligence; intelligent optimization; swarm intelligence; tensor heterogeneous computing; fuzzy systems; artificial neural networks; machine learning; deep learning; reinforcement learning; data-driven optimization; intelligent transportation systems; pattern recognition; autonomous driving; traffic volume prediction; traffic signal control; railway intelligent scheduling algorithms; itinerary planning; social network analysis; community detection; network influence maximization; Internet of Things; smart healthcare

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

Inverse Problems in Science and Engineering

edited by

Zulima Fernández-Muñiz

and

Juan Luis Fernández-Martínez

submission deadline 28 Feb 2026 | Viewed by 30 | Submission Open

Keywords: material properties estimation; biology; biochemistry; bioengineering; and biomedicine; mathematics; inverse problems in geosciences; inverse problems in physics; imaging; novel inverse methods; computational inverse methods; artificial intelligence; finance

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

New Trends in Big Data Analysis, Optimization, and Algorithms

edited by Hani Hamdan, Jinan Charafeddine and

Dilber Uzun Ozsahin

submission deadline 1 Mar 2026 | Viewed by 722 | Submission Open

Keywords: novel architectures and frameworks for Big Data processing; advanced algorithms for Big Data analysis; optimization in Big Data processing and analysis; artificial intelligence and machine learning for Big Data; security; privacy; and ethics in Big Data management; practical applications and use cases of Big Data analysis across different sectors (healthcare; finance; environment; telecommunications; energy; etc.); visualization techniques for Big Data

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

Data Mining Algorithms and Mathematical Models for Social Network Analysis

edited by

Chenbo Fu

submission deadline 1 Mar 2026 | Viewed by 27 | Submission Open

Keywords: data mining algorithms; mathematical models; social network analysis; artificial intelligence

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

Advances in Operations Research for Logistic and Operations Management of Supply Chain Management

edited by

John Willmer Escobar

submission deadline 12 Mar 2026 | Viewed by 112 | Submission Open

Keywords: heuristic and metaheuristic approaches for supply chain management and logistics; possibilistic approaches for supply chain management and logistics; viability of supply chain management; supply chain optimization and logistics management; robust approaches for supply chain management; resilient supply chain optimization; sustainable supply chains; green supply chains; agility supply chains in supply chain management; operations management in supply chains; sustainable vehicle routing problems; social aspects for vehicle routing problems; economic aspects of vehicle routing problems; resilient; robust; and stochastic vehicle routing problems

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

Stochastic Modelling and Optimization

edited by Jia Liu, Shen Peng and

Yu Mei

submission deadline 24 Mar 2026 | Viewed by 17 | Submission Open

Keywords: stochastic modeling; stochastic optimization; robust optimization; distributionally robust optimization; dynamic programming; convex optimization; nonconvex optimization; data-driven optimization; machine learning; reinforcement learning

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

Advances in Blockchain and Intelligent Computing

edited by Haibo Wu

submission deadline 27 Mar 2026 | Viewed by 10 | Submission Open

Keywords: blockchain; artificial intelligence; data governance; federated computing

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

Mathematics Methods in Image Processing and Computer Vision

edited by Yuwu Lu

submission deadline 31 Mar 2026 | 3 articles | Viewed by 2527 | Submission Open

Keywords: pattern recognition and machine learning; image processing and computer vision; biometric recognition; feature extraction and feature selection; cross-modal learning; optimization and learning methods; medical image analysis; document analysis and recognition

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

Fractional Calculus and Models in Finance and Economics

edited by

Sergio Bianchi

and Massimiliano Frezza

submission deadline 31 Mar 2026 | 1 articles | Viewed by 1966 | Submission Open

Keywords: fractional calculus; fractional differential equations; fractional and multifractional stochastic processes; long memory; scaling; self-similarity; non-integer order dynamics; memory effects; non-local interactions; time-varying regularity; stochastic volatility; anomalous diffusion; power-law behavior; complex systems modeling; applications in finance and economics

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

Computational Intelligence for Bioinformatics

edited by Xiaoquan Su and Min Li

submission deadline 31 Mar 2026 | Viewed by 2 | Submission Open

Keywords: computational intelligence; bioinformatics; machine learning; mathematical modeling; biomedical data analysis

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

Computational Perspectives on Artificial Intelligence Drive in Medical Decision-Making

edited by

Sorana D. Bolboacă

and Sebastian Stefaniga

submission deadline 30 Apr 2026 | Viewed by 3 | Submission Open

Keywords: AI-driven healthcare systems; machine learning for medical diagnosis and prognosis; ethics and explainability in AI healthcare

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

New Advances in Data Analytics and Mining

edited by

Xibei Yang

submission deadline 9 Jun 2026 | 7 articles | Viewed by 12648 | Submission Open

Keywords: data mining; data analytics; granular computing; uncertainty analysis

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

Advances in Fuzzy Rough Sets and Intelligent Computing

edited by Wentao Li,

Chao Zhang

and

Tao Zhan

submission deadline 31 Dec 2026 | Viewed by 222 | Submission Open

Keywords: fuzzy rough sets; intelligent computing; machine learning; decision support systems; multi-criteria decision making

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

Displaying special issue 1001-1050 on page 21 of 21.

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