2 citations · 2 across the 2 of their papers we have counts for
2 papers
nlin.AO2022
Digital twins of nonlinear dynamical systems
Ling-Wei Kong, Yang Weng, Bryan Glaz +2
We articulate the design imperatives for machine-learning based digital twins for nonlinear dynamical systems subject to external driving, which can be used to monitor the ``health…
cs.LG2022★ 2 cited
CoNSoLe: Convex Neural Symbolic Learning
Haoran Li, Yang Weng, Hanghang Tong
Learning the underlying equation from data is a fundamental problem in many disciplines. Recent advances rely on Neural Networks (NNs) but do not provide theoretical guarantees in…