27 citations · 28 across the 3 of their papers we have counts for
3 papers
stat.ML2024
Causal Discovery by Kernel Deviance Measures with Heterogeneous Transforms
Tim Tse, Zhitang Chen, Shengyu Zhu +1
The discovery of causal relationships in a set of random variables is a fundamental objective of science and has also recently been argued as being an essential component towards r…
physics.flu-dyn2021★ 27 cited
Establishing Direct Phenomenological Connections between Fluid and Structure by the Koopman-Linearly-Time-Invariant Analysis
Cruz Y. Li, Zengshun Chen, Tim K. T. Tse +4
In this work, we introduce a novel data-driven formulation, the Koopman-Linearly-Time-Invariant (Koopman-LTI) analysis, for analyzing Fluid-Structure Interactions (FSI). An impleme…
physics.flu-dyn2021★ 1 cited
On Some Modal Implications of the Dynamic Mode Decomposition Through the Lens of a Subcritical Prism Wake
Cruz Y. Li, Tim K. T. Tse, Gang Hu +1
The Dynamic Mode Decomposition (DMD) is a Koopman-based algorithm that straightforwardly isolates individual mechanisms from the compound morphology of direct measurement. However,…