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Announcements
19 August 2026
Mathematics | Highly Cited Review Papers in 2024–2025 (I)
1. “Recent Advances in Optimization Methods for Machine Learning: A Systematic Review”
by Xiaodong Liu, Huaizhou Qi, Suisui Jia, Yongjing Guo and Yang Liu
Mathematics 2025, 13(13), 2210; https://doi.org/10.3390/math13132210
Available online: https://www.mdpi.com/2227-7390/13/13/2210
2. “A Review of Intelligent Airfoil Aerodynamic Optimization Methods Based on Data-Driven Advanced Models”
by Liyue Wang, Haochen Zhang, Cong Wang, Jun Tao, Xinyue Lan, Gang Sun and Jinzhang Feng
Mathematics 2024, 12(10), 1417; https://doi.org/10.3390/math12101417
Available online: https://www.mdpi.com/2227-7390/12/10/1417
3. “A Survey of Approximation Algorithms for the Universal Facility Location Problem”
by Hanyin Xiao, Jiaming Zhang, Zhikang Zhang and Weidong Li
Mathematics 2025, 13(7), 1023; https://doi.org/10.3390/math13071023
Available online: https://www.mdpi.com/2227-7390/13/7/1023
4. “Machine Learning for Enhancing Metaheuristics in Global Optimization: A Comprehensive Review”
by Antonio Bolufé-Röhler and Dania Tamayo-Vera
Mathematics 2025, 13(18), 2909; https://doi.org/10.3390/math13182909
Available online: https://www.mdpi.com/2227-7390/13/18/2909
5. “Truck Appointment Scheduling: A Review of Models and Algorithms”
by Maria D. Gracia, Julio Mar-Ortiz and Manuel Vargas
Mathematics 2025, 13(3), 503; https://doi.org/10.3390/math13030503
Available online: https://www.mdpi.com/2227-7390/13/3/503
6. “Optimizing Electricity Markets Through Game-Theoretical Methods: Strategic and Policy Implications for Power Purchasing and Generation Enterprises”
by Lefeng Cheng, Pengrong Huang, Mengya Zhang, Ru Yang and Yafei Wang
Mathematics 2025, 13(3), 373; https://doi.org/10.3390/math13030373
Available online: https://www.mdpi.com/2227-7390/13/3/373
7. “A Survey on Solving the Matrix Equation AXB = C with Applications”
by Qing-Wen Wang, Lv-Ming Xie and Zi-Han Gao
Mathematics 2025, 13(3), 450; https://doi.org/10.3390/math13030450
Available online: https://www.mdpi.com/2227-7390/13/3/450
8. “Advancements in Physics-Informed Neural Networks for Laminated Composites: A Comprehensive Review”
by Salman Khalid, Muhammad Haris Yazdani, Muhammad Muzammil Azad, Muhammad Umar Elahi, Izaz Raouf and Heung Soo Kim
Mathematics 2025, 13(1), 17; https://doi.org/10.3390/math13010017
Available online: https://www.mdpi.com/2227-7390/13/1/17
9. “Modeling Wave Packet Dynamics and Exploring Applications: A Comprehensive Guide to the Nonlinear Schrödinger Equation”
by Natanael Karjanto
Mathematics 2024, 12(5), 744; https://doi.org/10.3390/math12050744
Available online: https://www.mdpi.com/2227-7390/12/5/744
10. “Numerical Analysis of Damage in Composites: From Intra-Layer to Delamination and Data-Assisted Methods”
by Alireza Taherzadeh-Fard, Alejandro Cornejo, Sergio Jiménez and Lucia G. Barbu
Mathematics 2025, 13(10), 1578; https://doi.org/10.3390/math13101578
Available online: https://www.mdpi.com/2227-7390/13/10/1578
11. “Review of Experimental, Theoretical and Numerical Advances in Multi-Crack Fracture Mechanics”
by Zhao-Wei Wang, D. M. Li, Yi-Fan Zhong, Yi-Kung Liu and Yu-Nong Shao
Mathematics 2024, 12(24), 3881; https://doi.org/10.3390/math12243881
Available online: https://www.mdpi.com/2227-7390/12/24/3881
12. “Physics-Informed Neural Networks for Higher-Order Nonlinear Schrödinger Equations: Soliton Dynamics in External Potentials”
by Leonid Serkin and Tatyana L. Belyaeva
Mathematics 2025, 13(11), 1882; https://doi.org/10.3390/math13111882
Available online: https://www.mdpi.com/2227-7390/13/11/1882
13. “Complex Dynamics and Intelligent Control: Advances, Challenges, and Applications in Mining and Industrial Processes”
by Luis Rojas, Víctor Yepes and José Garcia
Mathematics 2025, 13(6), 961; https://doi.org/10.3390/math13060961
Available online: https://www.mdpi.com/2227-7390/13/6/961
14. “Compliant Force Control for Robots: A Survey”
by Minglei Zhu, Dawei Gong, Yuyang Zhao, Jiaoyuan Chen, Jun Qi and Shijie Song
Mathematics 2025, 13(13), 2204; https://doi.org/10.3390/math13132204
Available online: https://www.mdpi.com/2227-7390/13/13/2204
15. “PID vs. Model-Based Control for the Double Integrator Plus Dead-Time Model: Noise Attenuation and Robustness Aspects”
by Mikulas Huba, Pavol Bistak, Damir Vrancic and Mingwei Sun
Mathematics 2025, 13(4), 664; https://doi.org/10.3390/math13040664
Available online: https://www.mdpi.com/2227-7390/13/4/664
