Fetching the paper…
Reading the bibliography…
We have designed, developed, and applied a convolutional neural network (CNN) architecture using multi-task learning to search for and characterize strong HI Lya absorption in quasar spectra.
Damped Lyman-alpha absorption by disk galaxies with large redshifts. I - The Lick survey
A. M. Wolfe, D. A. Turnshek, H. E. Smith, and R. D. Cohen · 1986
Earlier work this paper cites.
Generalization and network design strategies
Y. LeCun · 1989
Earlier work this paper cites.
The IUE Survey for Damped Lyman- alpha and Lyman-Limit Absorption Systems: Evolution of the Gaseous Content of the Universe
K. M. Lanzetta, A. M. Wolfe, and D. A. Turnshek · 1995
Earlier work this paper cites.
The Large Bright QSO Survey for Damped LY alpha Absorption Systems
A. M. Wolfe, K. M. Lanzetta, C. B. Foltz, and F. H. Chaffee · 1995
Earlier work this paper cites.
Dust in high-redshift galaxies
M. Pettini, D. L. King, L. J. Smith, and R. W. Hunstead · 1997
Earlier work this paper cites.
A Keck HIRES Investigation of the Metal Abundances and Kinematics of Three Damped Ly α \alpha Systems toward Q2206-199
J. X. Prochaska and M. Wolfe · 1997
Earlier work this paper cites.
Metallicity Evolution in the Early Universe
J. X. Prochaska and A. M. Wolfe · 2000
Earlier work this paper cites.
The ucsd hires/keck i damped ly α \alpha abundance database.* ii. the implications
J. X. Prochaska and A. M. Wolfe · 2002
Earlier work this paper cites.
The Sloan Digital Sky Survey Quasar Catalog. I. Early Data Release
D. P. Schneider, G. T. Richards, X. Fan, P. B. Hall, M. A. Strauss, D. E. Vanden Berk, J. E. Gunn, H. J. Newberg, T. A. Reichard, C. Stoughton, W. Voges, B. Yanny, S. F. Anderson, J. Annis, N. A. Bahcall, A. Bauer, M. Bernardi, M. R. Blanton, W. N. Boroski, J. Brinkmann, J. W. Briggs, R. Brunner, S. Burles, L. Carey, F. J. Castander, A. J. Connolly, I. Csabai, M. Doi, S. Friedman, J. A. Frieman, M. Fukugita, and T. M. Heckman · 2002
Earlier work this paper cites.
Asymmetric Deviation of the Scattering Cross Section around Ly α \alpha by Atomic Hydrogen
H.-W. Lee · 2003
Earlier work this paper cites.
A study of the behavior of several methods for balancing machine learning training data
G. E. Batista, R. C. Prati, and M. C. Monard · 2004
Earlier work this paper cites.
The Sloan Digital Sky Survey Damped Ly α \alpha Survey: Data Release 1
J. X. Prochaska and S. Herbert-Fort · 2004
Earlier work this paper cites.
The SDSS Damped Ly α \alpha Survey: Data Release 3
J. X. Prochaska, S. Herbert-Fort, and A. M. Wolfe · 2005
Earlier work this paper cites.
Damped lyman alpha systems
A. M. Wolfe, E. Gawiser, and J. X. Prochaska · 2005
Cited alongside, same era.
A z = 3 Ly α \alpha Blob Associated With a Damped Ly α \alpha System Proximate to Its Background Quasar
J. F. Hennawi, J. X. Prochaska, J. Kollmeier, and Z. Zheng · 2009
Cited alongside, same era.
Evolution of the cosmological mass density of neutral gas from Sloan Digital Sky Survey II - Data Release 7
P. Noterdaeme, P. Petitjean, C. Ledoux, and R. Srianand · 2009
Cited alongside, same era.
On the (non) evolution of hi gas in galaxies over cosmic time
J. X. Prochaska and A. M. Wolfe · 2009
Cited alongside, same era.
The Sloan Digital Sky Survey Quasar Catalog. V. Seventh Data Release
D. P. Schneider, G. T. Richards, P. B. Hall, M. A. Strauss, S. F. Anderson, T. A. Boroson, N. P. Ross, Y. Shen, W. N. Brandt, X. Fan, N. Inada, S. Jester, G. R. Knapp, C. M. Krawczyk, A. R. Thakar, D. E. Vanden Berk, W. Voges, B. Yanny, D. G. York, N. A. Bahcall, D. Bizyaev, M. R. Blanton, H. Brewington, J. Brinkmann, D. Eisenstein, J. A. Frieman, M. Fukugita, J. Gray, J. E. Gunn, P. Hibon, Ž. Ivezić, S. M. Kent, R. G. Kron, M. G. Lee, R. H. Lupton, E. Malanushenko, V. Malanushenko, D. Oravetz, K. Pan, J. R. Pier, T. N. Price, III, D. H. Saxe, D. J. Schlegel, A. Simmons, S. A. Snedden, M. U. SubbaRao, A. S. Szalay, and D. H. Weinberg · 2010
Adam: a method for stochastic optimization
D. P. Kingma and J. L. Ba · 2015
Later among the works it cites.
IGM Constraints from the SDSS-III/BOSS DR9 Ly α \alpha Forest Transmission Probability Distribution Function
K.-G. Lee, J. F. Hennawi, D. N. Spergel, D. H. Weinberg, D. W. Hogg, M. Viel, J. S. Bolton, S. Bailey, M. M. Pieri, W. Carithers, D. J. Schlegel, B. Lundgren, N. Palanque-Delabrouille, N. Suzuki, D. P. Schneider, and C. Yèche · 2015
Later among the works it cites.
The Keck + Magellan Survey for Lyman Limit Absorption. III. Sample Definition and Column Density Measurements
J. X. Prochaska, J. M. O’Meara, M. Fumagalli, R. A. Bernstein, and S. M. Burles · 2015
Later among the works it cites.
Mapping the Most Massive Overdensity Through Hydrogen (MAMMOTH) I: Methodology
Z. Cai, X. Fan, S. Peirani, F. Bian, B. Frye, I. McGreer, J. X. Prochaska, M. W. Lau, N. Tejos, S. Ho, and D. P. Schneider · 2016
Later among the works it cites.
Detecting Damped Lyman- α \alpha Absorbers with Gaussian Processes
R. Garnett, S. Ho, S. Bird, and J. Schneider · 2016
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Cited alongside, same era.
A Catalog of Quasar Properties from Sloan Digital Sky Survey Data Release 7
Y. Shen, G. T. Richards, M. A. Strauss, P. B. Hall, D. P. Schneider, S. Snedden, D. Bizyaev, H. Brewington, V. Malanushenko, E. Malanushenko, D. Oravetz, K. Pan, and A. Simmons · 2011
Cited alongside, same era.
The Lyman- α \alpha forest in three dimensions: measurements of large scale flux correlations from BOSS 1st-year data
A. Slosar, A. Font-Ribera, M. M. Pieri, J. Rich, J.-M. Le Goff, É. Aubourg, J. Brinkmann, N. Busca, B. Carithers, R. Charlassier, M. Cortês, R. Croft, K. S. Dawson, D. Eisenstein, J.-C. Hamilton, S. Ho, K.-G. Lee, R. Lupton, P. McDonald, B. Medolin, D. Muna, J. Miralda-Escudé, A. D. Myers, R. C. Nichol, N. Palanque-Delabrouille, I. Pâris, P. Petitjean, Y. Piškur, E. Rollinde, N. P. Ross, D. J. Schlegel, D. P. Schneider, E. Sheldon, B. A. Weaver, D. H. Weinberg, C. Yeche, and D. G. York · 2011
Cited alongside, same era.
Column density distribution and cosmological mass density of neutral gas: Sloan digital sky survey-iii data release 9
P. Noterdaeme, P. Petitjean, W. Carithers, I. Pâris, A. Font-Ribera, S. Bailey, E. Aubourg, D. Bizyaev, G. Ebelke, H. Finley, et al · 2012
Cited alongside, same era.
A glance at the host galaxy of high-redshift quasars using strong damped Lyman- α \alpha systems as coronagraphs
H. Finley, P. Petitjean, I. Pâris, P. Noterdaeme, J. Brinkmann, A. D. Myers, N. P. Ross, D. P. Schneider, D. Bizyaev, H. Brewington, G. Ebelke, E. Malanushenko, V. Malanushenko, D. Oravetz, K. Pan, A. Simmons, and S. Snedden · 2013
Cited alongside, same era.
The Fundamental Plane of Damped Ly α \alpha Systems
M. Neeleman, A. M. Wolfe, J. X. Prochaska, and M. Rafelski · 2013
Cited alongside, same era.
A Glimpse at Quasar Host Galaxy Far-UV Emission Using Damped Ly α \alpha ’s as Natural Coronagraphs
Z. Cai, X. Fan, P. Noterdaeme, R. Wang, I. McGreer, B. Carithers, F. Bian, J. Miralda-Escudé, H. Finley, I. Pâris, D. P. Schneider, N. L. Zakamska, J. Ge, P. Petitjean, and A. Slosar · 2014
Cited alongside, same era.
Alma observation of 158 μ \mu m [c ii] line and dust continuum of az= 7 normally star-forming galaxy in the epoch of reionization
K. Ota, F. Walter, K. Ohta, B. Hatsukade, C. L. Carilli, E. da Cunha, J. González-López, R. Decarli, J. A. Hodge, H. Nagai, et al · 2014
Cited alongside, same era.
Later among the works it cites.
Deep Learning
I. Goodfellow, Y. Bengio, and A. Courville · 2016
Later among the works it cites.
The Evolution of the Intergalactic Medium
M. McQuinn · 2016
Later among the works it cites.
Statistical properties of damped Lyman-alpha systems from Sloan Digital Sky Survey DR12
S. Bird, R. Garnett, and S. Ho · 2017
Closest in time.
Mobilenets: Efficient convolutional neural networks for mobile vision applications
A. G. Howard, M. Zhu, B. Chen, D. Kalenichenko, W. Wang, T. Weyand, M. Andreetto, and H. Adam · 2017
Closest in time.
[cii] 158 micron emission from the host galaxies of damped lyman alpha systems
M. Neeleman, N. Kanekar, J. X. Prochaska, M. Rafelski, C. L. Carilli, and A. M. Wolfe · 2017
Closest in time.
The igmspec database of public spectra probing the intergalactic medium
J. X. Prochaska · 2017
Closest in time.
G. C. Rudie, A. B. Newman, and M. T. Murphy · 2017
Closest in time.
Inception-v4, inception-resnet and the impact of residual connections on learning
C. Szegedy, S. Ioffe, V. Vanhoucke, and A. A. Alemi · 2017
Closest in time.