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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

Mathematical Foundations of Deep Learning for Imaging

Guest Editor: Jürgen Frikel
Viewed by 21

Deadline: 15 September 2026

Open for Submission

Advances in High-Dimensional Scientific Computing

Guest Editor: Xu Guo
1 article | Viewed by 836

Deadline: 10 September 2026

Open for Submission

Foundations of Computational Linguistics: Theory, Methods, and Applications

Guest Editor: Jie Zhou
Viewed by 60

Deadline: 10 September 2026

Open for Submission

Advanced Algorithms for Multi-Modal Learning, Knowledge Graphs, and Trustworthy AI

Guest Editor: Honghui Xu
Viewed by 40

Deadline: 10 September 2026

Open for Submission

Trends and Prospects of Numerical Modelling in Bioengineering

Guest Editors: Claudio De Lazzari, Sivia Marconi, Beatrice De Lazzari
5 articles | Viewed by 10,021

Deadline: 31 August 2026

Open for Submission

Optimization and Simulation in Mechanical Engineering and Computer Aided Design

Guest Editors: lonuţ Gabriel Ghionea, Cristian Ioan Tarbă, Saša Ćuković
5 articles | Viewed by 18,698

Deadline: 31 August 2026

Open for Submission

Applied Time Series and Artificial Intelligence in Economics and Finance

Guest Editor: Manuel Monge
7 articles | Viewed by 22,715

Deadline: 31 August 2026

Open for Submission

Fractional Calculus: Advances and Applications

Guest Editors: Juan J. Rosales-García, Duarte Valério
6 articles | Viewed by 9,324

Deadline: 31 August 2026

Open for Submission

Statistical Methods for Forecasting and Risk Analysis

Guest Editors: Marialuisa Restaino, Marcella Niglio, Emanuela Raffinetti
3 articles | Viewed by 14,712

Deadline: 31 August 2026

Open for Submission

Data Mining and Machine Learning with Applications, 2nd Edition

Guest Editors: Wei Fang, Victor S. Sheng
4 articles | Viewed by 11,926

Deadline: 31 August 2026

Open for Submission

Advances in Perception, Control and Optimization Methods in Intelligent Transportation Systems

Guest Editors: Haifeng Song, Min Zhou, Xiaoqing Zeng
10 articles | Viewed by 15,355

Deadline: 31 August 2026

Open for Submission

Application of Mathematical Methods to Transportation: Modeling and Analysis

Guest Editors: Gang Ren, Qi Cao
12 articles | Viewed by 22,821

Deadline: 31 August 2026

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Mathematics - ISSN 2227-7390