13 citations · 14 across the 2 of their papers we have counts for
4 papers
ProML: Progressive Multi-label Learning
Yi Kou, Jieting Wang, Yuhua Qian
Multi-label learning typically pursues model construction through the joint optimization of label fitting, correlation modeling, and structural regularization. While empirically ef…
Machine learning enabled fast evaluation of dynamic aperture for storage ring accelerators
Jinyu Wan, Yi Jiao
For any storage ring-based large-scale scientific facility, one of the most important performance parameters is the dynamic aperture (DA), which measures the motion stability of ch…
Data-driven Chaos Indicator for Nonlinear Dynamics and Applications on Storage Ring Lattice Design
Yongjun Li, Jinyu Wan, Allen Liu +2
A data-driven chaos indicator concept is introduced to characterize the degree of chaos for nonlinear dynamical systems. The indicator is represented by the prediction accuracy of…
Machine learning-based direct solver for one-to-many problems on temporal shaping of relativistic electron beams
Jinyu Wan, Yi Jiao
To control the temporal profile of a relativistic electron beam to meet requirements of various advanced scientific applications like free-electron-laser and plasma wakefield accel…