Work

Comment on "Machine learning conservation laws from differential equations"

Year: 2024
Type: preprint
Abstract: 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 harmonic oscillator they made seven serious errors, causing both their method and result to be incorrect. In this Comment, those errors are reviewed.
Language: English
Open Access status: green
OpenAlex ID: W4393969437
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Related to: 10