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1. Verfasser: Zimmer, Michael F.
Format: Preprint
Veröffentlicht: 2024
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Online-Zugang:https://arxiv.org/abs/2404.02896
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author Zimmer, Michael F.
author_facet Zimmer, Michael F.
contents 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.
format Preprint
id arxiv_https___arxiv_org_abs_2404_02896
institution arXiv
publishDate 2024
record_format arxiv
spellingShingle Comment on "Machine learning conservation laws from differential equations"
Zimmer, Michael F.
Machine Learning
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.
title Comment on "Machine learning conservation laws from differential equations"
topic Machine Learning
url https://arxiv.org/abs/2404.02896