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Berthy T. Feng

California Institute of Technology (Caltech)

Pasadena, CA 91125

United States

  • California Institute of Technology (Caltech)

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Gaussian Process Regression as a Surrogate Model for the Computation of Dispersion Relations

Number of pages: 27 Posted: 21 Aug 2023
Alexander Ogren, Berthy T. Feng, Katherine L. Bouman and Chiara Daraio
California Institute of Technology (Caltech), California Institute of Technology (Caltech), California Institute of Technology (Caltech) and California Institute of Technology (Caltech)
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Abstract:

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dispersion relation, wave propagation, surrogate model, Gaussian process regression, machine learning