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Monthly Notices of the Royal Astronomical Society, ISSN 0035-8711, 02/2016, Volume 456, Issue 2, pp. 1618 - 1626
We demonstrate that it is possible to measure metallicity from the SDSS five-band photometry to better than 0.1 dex using supervised machine learning... 
Methods: statistical | Galaxies: photometry | methods: statistical | STAR-FORMATION HISTORIES | GALAXIES | galaxies: photometry | ASTRONOMY & ASTROPHYSICS | MASS
Journal Article
Nuclear physics. B, ISSN 0550-3213, 2003, Volume 667, Issue 1-2, pp. 119 - 148
We present the first computation of the cosmological perturbations generated during inflation up to second order in deviations from the homogeneous background... 
MICROWAVE BACKGROUND BISPECTRUM | NONLINEAR-THEORY | GRAVITATIONAL-INSTABILITY | PHYSICS, PARTICLES & FIELDS
Journal Article
Astrophysical Journal, ISSN 0004-637X, 08/2011, Volume 737, Issue 2
We present GalMC, a Markov Chain Monte Carlo (MCMC) algorithm designed to fit the spectral energy distributions (SEDs) of galaxies to infer physical properties... 
galaxies: statistics | galaxies: fundamental parameters | methods: statistical | RECOMBINATION COEFFICIENTS | PARAMETER-ESTIMATION | PROBE WMAP OBSERVATIONS | EVOLUTIONARY SYNTHESIS | HIGH-REDSHIFT GALAXIES | SYNTHESIS MODELS | STAR-FORMATION RATES | ASTRONOMY & ASTROPHYSICS | DEEP FIELD-SOUTH | EMISSION | STELLAR POPULATION SYNTHESIS
Journal Article
The Astrophysical journal, ISSN 1538-4357, 2018, Volume 858, Issue 2, p. 100
Journal Article
Monthly notices of the Royal Astronomical Society, ISSN 0035-8711, 02/2016, Volume 456, Issue 2, p. 1618
We demonstrate that it is possible to measure metallicity from the SDSS five-band photometry to better than 0.1 dex using supervised machine learning... 
Algorithms | Star & galaxy formation | Artificial intelligence
Journal Article
Monthly Notices of the Royal Astronomical Society, ISSN 0035-8711, 02/2016, Volume 456, Issue 2, pp. 1618 - 1618
We demonstrate that it is possible to measure metallicity from the SDSS five-band photometry to better than 0.1 dex using supervised machine learning... 
Trees | Training | Construction | Red shift | Algorithms | Metallicity | Data sets | Photometry
Journal Article
Physical review. D, Particles, fields, gravitation, and cosmology, ISSN 1550-2368, 2008, Volume 78, Issue 4
Journal Article
Proceedings of the International Astronomical Union, ISSN 1743-9213, 11/2019, Volume 15, Issue S341, pp. 88 - 98
... learning Viviana Acquaviva Physics Department, New York City College of Technology, 300 Jay Street, Brooklyn NY 11201 email: vacquaviva@citytech.cuny.edu Abstract... 
Galaxies | Machine learning | Astronomical models
Journal Article
by Grogin, Norman A and Kocevski, Dale D and Faber, S. M and Ferguson, Henry C and Koekemoer, Anton M and Riess, Adam G and Acquaviva, Viviana and Alexander, David M and Almaini, Omar and Ashby, Matthew L. N and Barden, Marco and Bell, Eric F and Bournaud, Frédéric and Brown, Thomas M and Caputi, Karina I and Casertano, Stefano and Cassata, Paolo and Castellano, Marco and Challis, Peter and Chary, Ranga-Ram and Cheung, Edmond and Cirasuolo, Michele and Conselice, Christopher J and Cooray, Asantha Roshan and Croton, Darren J and Daddi, Emanuele and Dahlen, Tomas and Davé, Romeel and de Mello, Duília F and Dekel, Avishai and Dickinson, Mark and Dolch, Timothy and Donley, Jennifer L and Dunlop, James S and Dutton, Aaron A and Elbaz, David and Fazio, Giovanni G and Filippenko, Alexei V and Finkelstein, Steven L and Fontana, Adriano and Gardner, Jonathan P and Garnavich, Peter M and Gawiser, Eric and Giavalisco, Mauro and Grazian, Andrea and Guo, Yicheng and Hathi, Nimish P and Häussler, Boris and Hopkins, Philip F and Huang, Jia-Sheng and Huang, Kuang-Han and Jha, Saurabh W and Kartaltepe, Jeyhan S and Kirshner, Robert P and Koo, David C and Lai, Kamson and Lee, Kyoung-Soo and Li, Weidong and Lotz, Jennifer M and Lucas, Ray A and Madau, Piero and McCarthy, Patrick J and McGrath, Elizabeth J and McIntosh, Daniel H and McLure, Ross J and Mobasher, Bahram and Moustakas, Leonidas A and Mozena, Mark and Nandra, Kirpal and Newman, Jeffrey A and Niemi, Sami-Matias and Noeske, Kai G and Papovich, Casey J and Pentericci, Laura and Pope, Alexandra and Primack, Joel R and Rajan, Abhijith and Ravindranath, Swara and Reddy, Naveen A and Renzini, Alvio and Rix, Hans-Walter and Robaina, Aday R and Rodney, Steven A and Rosario, David J and Rosati, Piero and Salimbeni, Sara and Scarlata, Claudia and Siana, Brian and Simard, Luc and Smidt, Joseph and Somerville, Rachel S and Spinrad, Hyron and Straughn, Amber N and Strolger, Louis-Gregory and Telford, Olivia and Teplitz, Harry I and Trump, Jonathan R and van der Wel, Arjen and Villforth, Carolin and Wechsler, Risa H and ...
The Astrophysical journal. Supplement series, ISSN 1538-4365, 2011, Volume 197, Issue 2, p. 35
Journal Article
The Astrophysical journal, ISSN 1538-4357, 2013, Volume 775, Issue 2, pp. 93 - 19
Journal Article