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Special Issues

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 polices and Guest Editor responsibilities can be found here. For any inquiries related to a Special Issue, please contact the Editorial Office.

Open for Submission

Graph Neural Networks and Clustering Algorithms: Mathematical Foundations and Applications

Guest Editors: Tao Li, Uchenna Diala, Yunpeng Zhu
Viewed by 68

Deadline: 30 September 2026

Open for Submission

Evolutionary Algorithms in Artificial Intelligence

Guest Editor: Mir Md Jahangir Kabir
Viewed by 43

Deadline: 30 September 2026

Open for Submission

Graph-Based Algorithms with Applications in Computer Vision

Guest Editor: Chengbin Peng
Viewed by 22

Deadline: 30 September 2026

Open for Submission

Advances in Signal Processing and Machine Learning: Theory, Algorithms, and Applications

Guest Editor: Shuxue Ding
Viewed by 33

Deadline: 30 September 2026

Open for Submission

Mathematical Methods in System Engineering Modeling and Simulation

Guest Editors: Dahai Liu, Yongxin Liu, Hongyun Chen, Lu Gao
Viewed by 4

Deadline: 30 September 2026

Open for Submission

Neural Network Models and Applications

Guest Editors: Sotir Sotirov, Vesselina Bureva
Viewed by 24

Deadline: 30 September 2026

Open for Submission

Numerical Algorithms: Methods and Applications

Guest Editor: Ivan Lirkov
Viewed by 9

Deadline: 30 September 2026

Open for Submission

Iterative Algorithms for Variational Inequalities and Related Optimization Problems

Guest Editor: Abdellah Bnouhachem
Viewed by 9

Deadline: 30 September 2026

Open for Submission

Computational Intelligence: Algorithms, Security, and Data-Driven Modeling

Guest Editor: Kilho Shin
Viewed by 1

Deadline: 30 September 2026

Open for Submission

Mathematical Structure for Biomedicine: Variational Models, PDEs, and Statistical Learning

Guest Editors: Andrej Novak, Davor Horvatic
Viewed by 61

Deadline: 28 September 2026

Open for Submission

Intelligent Robots Control and Navigation and Their Mathematical Methods and Insights

Guest Editors: Paolo Mercorelli, Oleg Sergiyenko, Oleksandr Tsymbal
3 articles | Viewed by 5,724

Deadline: 20 September 2026

Open for Submission

New Advance in Applied Probability and Statistical Inference

Guest Editor: Maurizio Brizzi
3 articles | Viewed by 2,712

Deadline: 20 September 2026

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Mathematics - ISSN 2227-7390