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- W2801228380 abstract "Abstract The James Webb Space Telescope (JWST) will observe the rest-frame ultraviolet/optical spectra of galaxies from the epoch of reionization (EoR) in unprecedented detail. While escaping into the intergalactic medium, hydrogen-ionizing (Lyman continuum; LyC) photons from the galaxies will contribute to the bluer end of the UV slope and make nebular emission lines less prominent. We present a method to constrain leakage of the LyC photons using the spectra of high redshift ( z ≳ 6) galaxies. We simulate JWST/NIRSpec observations of galaxies at z =6–9 by matching the fluxes of galaxies observed in the Frontier Fields observations of galaxy cluster MACS-J0416. Our method predicts the escape fraction f esc with a mean absolute error Δ f esc ≈ 0.14. The method also predicts the redshifts of the galaxies with an error $leftlangle frac{Delta z}{(1+z)}rightrangle approx 0.0003$ ." @default.
- W2801228380 created "2018-05-17" @default.
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- W2801228380 date "2017-10-01" @default.
- W2801228380 modified "2023-10-03" @default.
- W2801228380 title "Constraining Lyman continuum escape using Machine Learning" @default.
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- W2801228380 doi "https://doi.org/10.1017/s1743921317011322" @default.
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