MSAN-Net: a lightweight multi-scale attention network for transmission line component segmentation and defect detection on edge devices
Yang Pu, Ying He, Ze Gu, Chun Xie, Rui Ye, Lingming Tao, Wenqi Linghu, Yan Yan, Kai Feng Deng, Shi Qiu
Journal
Paladyn
Volume 17,
Issue 1
(2026)
PID Tuning Approach Using Kolmogorov–Arnold Networks Under Varying Operational Conditions
Lily Chiparova, Vasil Popov, Sevil Ahmed-Shieva, Nikola Shakev
Journal
Applied Sciences
Volume 16,
Issue 19
(2026),
p. 9597
Synergizing Kolmogorov–Arnold networks with dynamic adaptive weighting for high-frequency and multi-scale PDE solutions
Guokan Chen, Yao Xiao, Bin Fan, Meixin Xiong, Zhicheng Lin, Yuanying Liu
Journal
Engineering Analysis with Boundary Elements
Volume 189
(2026),
p. 106787