Arxiv:2003.02989V2 [Quant-Ph] 26 Aug 2021
TensorFlow Quantum: A Software Framework for Quantum Machine Learning Michael Broughton,1, 5, ∗ Guillaume Verdon,1, 2, 4, 6, y Trevor McCourt,1, 7 Antonio J. Martinez,1, 2, 4, 8 Jae Hyeon Yoo,2, 3 Sergei V. Isakov,1 Philip Massey,3 Ramin Halavati,3 Murphy Yuezhen Niu,1 Alexander Zlokapa,9, 1 Evan Peters,4, 6, 10 Owen Lockwood,11 Andrea Skolik,12, 13, 14, 15 Sofiene Jerbi,16 Vedran Dunjko,13 Martin Leib,12 Michael Streif,12, 14, 15, 17 David Von Dollen,18 Hongxiang Chen,19, 20 Shuxiang Cao,19, 21 Roeland Wiersema,22, 23 Hsin-Yuan Huang,1, 24, 25 Jarrod R. McClean,1 Ryan Babbush,1 Sergio Boixo,1 Dave Bacon,1 Alan K. Ho,1 Hartmut Neven,1 and Masoud Mohseni1, z 1Google Quantum AI, Mountain View, CA 2Sandbox@Alphabet, Mountain View, CA 3Google, Mountain View, CA 4Institute for Quantum Computing, University of Waterloo, Waterloo, Ontario, N2L 3G1, Canada 5School of Computer Science, University of Waterloo, Waterloo, Ontario, N2L 3G1, Canada 6Department of Applied Mathematics, University of Waterloo, Waterloo, Ontario, N2L 3G1, Canada 7Department of Mechanical & Mechatronics Engineering, University of Waterloo, Waterloo, Ontario, N2L 3G1, Canada 8Department of Physics & Astronomy, University of Waterloo, Waterloo, Ontario, N2L 3G1, Canada 9Division of Physics, Mathematics and Astronomy, Caltech, Pasadena, CA 91125 10Fermi National Accelerator Laboratory, P.O. Box 500, Batavia, IL, 605010 11Department of Computer Science, Rensselaer Polytechnic Institute, Troy, NY 12180, USA 12Data:Lab, Volkswagen Group, Ungererstr. 69, 80805 München, Germany 13Leiden University, Niels Bohrweg 1, 2333 CA Leiden, Netherlands 14Quantum Artificial Intelligence Laboratory, NASA Ames Research Center (QuAIL) 15USRA Research Institute for Advanced Computer Science (RIACS) 16Institute for Theoretical Physics, University of Innsbruck, Technikerstr.
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