26 citations · 26 across the 5 of their papers we have counts for
5 papers
Advancing Local Clustering on Graphs via Compressive Sensing: Semi-supervised and Unsupervised Methods
Zhaiming Shen, Sung Ha Kang
Local clustering aims to identify specific substructures within a large graph without any additional structural information of the graph. These substructures are typically small co…
WeakIdent: Weak formulation for Identifying Differential Equations using Narrow-fit and Trimming
Mengyi Tang, Wenjing Liao, Rachel Kuske +1
Data-driven identification of differential equations is an interesting but challenging problem, especially when the given data are corrupted by noise. When the governing differenti…
Asymptotic Theory of -Regularized PDE Identification from a Single Noisy Trajectory
Yuchen He, Namjoon Suh, Xiaoming Huo +2
We prove the support recovery for a general class of linear and nonlinear evolutionary partial differential equation (PDE) identification from a single noisy trajectory using $\ell…
Lattice Identification and Separation: Theory and Algorithm
Yuchen He, Sung Ha Kang
Motivated by lattice mixture identification and grain boundary detection, we present a framework for lattice pattern representation and comparison, and propose an efficient algorit…
Stepsize-adaptive integrators for dissipative solitons in cubic-quintic complex Ginzburg-Landau equations
X. Ding, S. H. Kang
This paper is a survey on exponential integrators to solve cubic-quintic complex Ginzburg-Landau equations and related stiff problems. In particular, we are interested in accurate…