Finding Efficient Trade-offs in Multi-Fidelity Response Surface Modeling


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Submitted by sjvrijn

Oct. 18, 2021, 7:46 a.m.

Finding Efficient Trade-offs in Multi-Fidelity Response Surface Modeling

Sander van Rijn, Sebastian Schmitt, Matthijs van Leeuwen, Thomas Bäck
Rijn, Sander van, Sebastian Schmitt, M. V. Leeuwen and T. Back. “Finding Efficient Trade-offs in Multi-Fidelity Response Surface Modeling.” (2021).
DOI:  None        


  Mean reproducibility score:   9.0/10   |   Number of reviews:   1

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Because: - Two fellow PhDs working on different topics have been able to reproduce some figures by following the README instructions and I hope this extends to other people - I've tried to incorporate as many of the best practices as possible to make my code and data open and accessible - I've tried to make sure that my data is exactly reproducible with the specified random seed strategy - the paper suggests a method that should be useful to other researchers in my field, which is not useful unless my results are reproducible
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Resources

  Paper URL: https://arxiv.org/abs/2103.03280
  Data URL: https://zenodo.org/record/4551287
  Code URL: https://zenodo.org/record/4552822
Tags: Python HPC Computer Science

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