Modern applications of machine learning in quantum sciences

Kavli Affiliate: Eliska Greplova | First 5 Authors: Anna Dawid, Julian Arnold, Borja Requena, Alexander Gresch, Marcin Płodzień | Summary: In this book, we provide a comprehensive introduction to the most recent advances in the application of machine learning methods in quantum sciences. We cover the use of deep learning and kernel methods in supervised, […]


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Dark matter halos of luminous AGNs from galaxy-galaxy lensing with the HSC Subaru Strategic Program

Kavli Affiliate: Chiaki Hikage | First 5 Authors: Wentao Luo, John D. Silverman, Surhud More, Andy Goulding, Hironao Miyatake | Summary: We assess the dark matter halo masses of luminous AGNs over the redshift range 0.2 to 1.2 using galaxy-galaxy lensing based on imaging data from the Hyper Suprime-Cam Subaru Strategic Program (HSC-SSP). We measure […]


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Impact of calibration uncertainties on Hubble constant measurements from gravitational-wave sources

Kavli Affiliate: Salvatore Vitale | First 5 Authors: Yiwen Huang, Hsin-Yu Chen, Carl-Johan Haster, Ling Sun, Salvatore Vitale | Summary: Gravitational-wave (GW) detections of electromagnetically bright compact binary coalescences can provide an independent measurement of the Hubble constant $H_0$. In order to obtain a measurement that could help arbitrate the existing tension on $H_0$, one […]


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Equivalence of coupled parametric oscillator dynamics to Lagrange multiplier primal-dual optimization

Kavli Affiliate: Eli Yablonovitch | First 5 Authors: Sri Krishna Vadlamani, Tianyao Patrick Xiao, Eli Yablonovitch, , | Summary: There has been a recent surge of interest in physics-based solvers for combinatorial optimization problems. We present a dynamical solver for the Ising problem that is comprised of a network of coupled parametric oscillators and show […]


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Overview of the LAMOST survey in the first decade

Kavli Affiliate: Xuebing Wu | First 5 Authors: Hongliang Yan, Haining Li, Song Wang, Weikai Zong, Haibo Yuan | Summary: The Large Sky Area Multi-Object Fiber Spectroscopic Telescope (LAMOST), also known as the Guoshoujing Telescope, is a major national scientific facility for astronomical research located in Xinglong, China. Beginning with a pilot survey in 2011, […]


Continue.. Overview of the LAMOST survey in the first decade

Overview of the LAMOST survey in the first decade

Kavli Affiliate: Xuebing Wu | First 5 Authors: Hongliang Yan, Haining Li, Song Wang, Weikai Zong, Haibo Yuan | Summary: The Large Sky Area Multi-Object Fiber Spectroscopic Telescope (LAMOST), also known as the Guoshoujing Telescope, is a major national scientific facility for astronomical research located in Xinglong, China. Beginning with a pilot survey in 2011, […]


Continue.. Overview of the LAMOST survey in the first decade

Overview of the LAMOST survey in the first decade

Kavli Affiliate: Xuebing Wu | First 5 Authors: Hongliang Yan, Haining Li, Song Wang, Weikai Zong, Haibo Yuan | Summary: The Large Sky Area Multi-Object Fiber Spectroscopic Telescope (LAMOST), also known as the Guoshoujing Telescope, is a major national scientific facility for astronomical research located in Xinglong, China. Beginning with a pilot survey in 2011, […]


Continue.. Overview of the LAMOST survey in the first decade