2 citations · 2 across the 8 of their papers we have counts for
Showing 2024Show all
2 papers · 1 filter
cs.LG2024
Comment on "Machine learning conservation laws from differential equations"
Michael F. Zimmer
The paper [1] by Liu, Madhavan, and Tegmark sought to use machine learning methods to elicit known conservation laws for several systems. However, in their example of a damped 1D h…
cs.LG2024
Constants of Motion for Conserved and Non-conserved Dynamics
Michael F. Zimmer
This paper begins with a dynamical model that was obtained by applying a machine learning technique (FJet) to time-series data; this dynamical model is then analyzed with Lie symme…