Predicting Many Properties of a Quantum System From Very Few Measurements
Offered By: Institute for Pure & Applied Mathematics (IPAM) via YouTube
Course Description
Overview
Explore a cutting-edge lecture on quantum system measurement efficiency presented at the Tensor Methods and Emerging Applications to the Physical and Data Sciences 2021 workshop. Delve into Richard Kueng's research on constructing approximate classical descriptions of quantum states using minimal measurements. Learn about the concept of classical shadows and how they can predict multiple properties of quantum systems. Discover how this method achieves measurement requirements independent of system size and meets information-theoretic lower bounds. Understand the advantages of classical shadows in terms of storage and data processing due to their tensor product decomposition. Gain insights into this collaborative work with Robert Huang and John Preskill from Caltech, aimed at advancing quantum technologies through efficient information extraction techniques.
Syllabus
Richard Kueng: "Predicting Many Properties of a Quantum System From Very Few Measurements"
Taught by
Institute for Pure & Applied Mathematics (IPAM)
Related Courses
Atomic and Optical Physics I– Part 1: ResonanceMassachusetts Institute of Technology via edX Topological Pumping into Strongly Correlated Prethermal States - Benjamin Lev
Kavli Institute for Theoretical Physics via YouTube Inelastic Photon Scattering off a Josephson Junction at the Schmid Transition - Leonid Glazman
Kavli Institute for Theoretical Physics via YouTube Non-Ergodicity and Emergent Hilbert-Space Fragmentation in Tilted Fermi-Hubbard Chains
Kavli Institute for Theoretical Physics via YouTube Spin and Energy Hydrodynamics in Low-Dimensional Materials - Joel Moore
Kavli Institute for Theoretical Physics via YouTube