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Trained emulators from the publication "Computationally efficient emulation of spheroidal elastic deformation sources using machine learning models: a Gaussian-process-based approach”, by K. R. Anderson and M. Gu

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Anderson, K.R., 2024, Trained emulators from the spheroid90gp software package. U.S. Geological Survey data release, https://doi.org/10.5066/P9KAX1QP.

Summary

This data release contains model input files and pre-trained Gaussian Process emulators developed using the spheroid90gp software package for the publication "Computationally efficient emulation of spheroidal elastic deformation sources using machine learning models: a Gaussian-process-based approach" by K. R. Anderson and M. Gu. The COMSOL Multiphysics finite element model is included for reproducibility but most users will need only the pre-trained emulators.

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Pre-trained emulators for spheroid90gp.zip
“Trained emulators”
446.08 MB application/zip
spheroid90gp_FEM.mph
“Finite element model file (COMSOL)”
2.77 MB application/zip

Purpose

These are model files related to a journal publication and associated software release.

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