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astro-ph.SR2019★ 37 cited
On The XUV Luminosity Evolution of TRAPPIST-1
David P. Fleming, Rory Barnes, Rodrigo Luger +1
We model the long-term XUV luminosity of TRAPPIST-1 to constrain the evolving high-energy radiation environment experienced by its planetary system. Using Markov Chain Monte Carlo…
astro-ph.SR2011★ 36 cited
Classification of Stellar Spectra with LLE
Scott F. Daniel, Andrew J. Connolly, Jeff Schneider +2
We investigate the use of dimensionality reduction techniques for the classification of stellar spectra selected from the SDSS. Using local linear embedding (LLE), a technique that…