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Published May 24, 2024 | Version v1.1.1
Software Open

Code and data for machine learning conservation laws of dynamical systems

Creators

  • 1. Institut für Mathematik, Universität Kassel, 34109 Kassel
  • 2. Fachbereich Elektrotechnik und Informatik, Universität Kassel, 34121 Kassel
  • 3. Institut für Chemie, Universität Kassel, 34109 Kassel

Description

Conservation laws are of great theoretical and practical interest. We apply kernel methods, more precisely kernel ridge regression, to the machine learning conservation laws of finite-dimensional dynamical systems using trajectory data.

Files

Mebratie/KR_Regression-v1.1.1.zip

Files (23.4 MB)

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md5:cc4dd8921711d3d8d10522d439677336
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Additional details

Related works

Is supplement to
Software: https://github.com/Mebratie/KR_Regression/tree/v1.1.1 (URL)