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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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

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

Librational Feedback Cooling

Kavli Affiliate: Giorgio Gratta | First 5 Authors: Charles P. Blakemore, Denzal Martin, Alexander Fieguth, Nadav Priel, Gautam Venugopalan | Summary: Librational motion, whereby a rigid body undergoes angular oscillation around a preferred direction, can be observed in optically trapped, silica microspheres. We demonstrate the cooling of one librational degree of freedom for $sim 5~mu$m […]


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Librational Feedback Cooling

Kavli Affiliate: Giorgio Gratta | First 5 Authors: Charles P. Blakemore, Denzal Martin, Alexander Fieguth, Nadav Priel, Gautam Venugopalan | Summary: Librational motion, whereby a rigid body undergoes angular oscillation around a preferred direction, can be observed in optically trapped, silica microspheres. We demonstrate the cooling of one librational degree of freedom for $sim 5~mu$m […]


Continue.. Librational Feedback Cooling