Mathematics

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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Advances in Spatial Statistics and Spatial Data Science: Theory, Methods and Applications

edited by Gabriel Marín Díaz

submission deadline 31 May 2027 | Viewed by 40 | Submission Open

Keywords: spatial statistics; spatial data science; geostatistics; spatio-temporal modeling; spatial and spatio-temporal point processes; point pattern analysis; statistical inference and forecasting; spatial machine learning; GeoAI; explainable artificial intelligence; Bayesian spatial models; uncertainty quantification; computational social science; spatial big data

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

Theory and Applications of Optimization in Numerical Algorithms

edited by

Sambor Guze

and Joanna Soszynska-Budny

submission deadline 31 May 2027 | Viewed by 34 | Submission Open

Keywords: single- and multi-criteria optimisations; machine learning; high-performance computing; testing and benchmarking; application for ICT, ITS, smart grids; discreet and continuous algorithms; evolutionary algorithms; neural networks

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

Machine Learning and Statistical Learning with Applications, 2nd Edition

edited by

Guang Lin

submission deadline 31 May 2027 | Viewed by 34 | Submission Open

Keywords: ML and SL model algorithm developments; ML and SL applications for predictive science and engineering; physics-informed neural network model development and applications; operator learning model development and applications; ML algorithms and approaches to handling out-of-distribution, data imbalance, data fusion, etc.; federated learning algorithm development and applications; differential privacy-based ML algorithm development and applications; uncertainty quantification for ML and SL algorithms and applications; large-language model development and applications

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

Mathematical Modelling and Intelligent Optimization for Complex Engineering Systems

edited by Sichen Tao

submission deadline 31 May 2027 | Viewed by 29 | Submission Open

Keywords: mathematical modelling; intelligent optimization; deep learning; AI agents; complex engineering systems; simulation and optimization; digital twins; multi-objective optimization; robust optimization; surrogate models; reinforcement learning; evolutionary computation

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

Application of Mathematical Modeling, Simulation and Artificial Intelligence to Transportation Systems, 2nd Edition

edited by

Noureddine Lakouari

and

José Roberto Pérez Cruz

submission deadline 31 May 2027 | Viewed by 24 | Submission Open

Keywords: transportation systems; applied mathematics; mathematical modeling; dynamical systems; simulation; optimization; operations research; stochastic processes; graph theory; network science; traffic flow; intelligent transportation systems; artificial intelligence; machine learning; cellular automata; agent-based modeling; sustainable mobility

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

Optimization Problems: Methods and Applications

edited by

Xianchao Xiu

submission deadline 20 Jun 2027 | Viewed by 578 | Submission Open

Keywords: continuous optimization; combinatorial optimization; stochastic optimization; robust optimization; sparse optimization; manifold optimization; evolutionary optimization; distributed optimization; nonsmooth optimization; machine learning; data science; artificial intelligence; neural networks

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

Displaying special issue 1151-1200 on page 24 of 24.

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