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When a Period Is Not a Full Stop: Light Curve Structure Reveals Fundamental Parameters of Cepheid and RR Lyrae Stars

Home Page: https://arxiv.org/abs/1911.11767

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cepheids ipynb lightcurves machine-learning magellanic-clouds neural-networks notebooks rr-lyrae-stars stellar-astrophysics stellar-masses stellar-modelling stellar-radii

cepheid-neural-network's Introduction

Hello world!

I am an Assistant Professor in the Department of Astronomy at Yale University, and also a member of the Yale Foundations of Data Science Institute. I also lead the Yale AstroML (YAML) research group.

Code repositories for some publications:

  • ๐Ÿ“ [blue-supergiants] The Potential of Asteroseismology to Resolve the Blue Supergiant Problem (2024), submitted to the Astrophysical Journal Letters.
  • ๐Ÿ“ [black-hole-sun] Solar evolution models with a central black hole (2023), The Astrophysical Journal.
  • ๐Ÿ“ [solar-nuclear-reactions] Towards solar measurements of nuclear reaction rates (2022), Monthly Notices of the Royal Astronomical Society.
  • ๐Ÿ“ [Cepheid-neural-network] When a Period Is Not a Full Stop: Light Curve Structure Reveals Fundamental Parameters of Cepheid and RR Lyrae Stars (2020), Monthly Notices of the Royal Astronomical Society.
  • ๐Ÿ“ [bigG] Asteroseismic constraints on the cosmic-time variation of the gravitational constant from an ancient main-sequence star (2019), the Astrophysical Journal Letters.
  • ๐Ÿ“ [scaling-giants] A seismic scaling relation for stellar age II: The red giant branch (2019), MNRAS Letters.

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