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Quantum machine learning: from physics to software engineering
Quantum machine learning is a rapidly growing field at the intersection of quantum
technology and artificial intelligence. This review provides a two-fold overview of several key …
technology and artificial intelligence. This review provides a two-fold overview of several key …
Machine-learning quantum states in the NISQ era
We review the development of generative modeling techniques in machine learning for the
purpose of reconstructing real, noisy, many-qubit quantum states. Motivated by its …
purpose of reconstructing real, noisy, many-qubit quantum states. Motivated by its …
Midcircuit Operations Using the omg Architecture in Neutral Atom Arrays
JW Lis, A Senoo, WF McGrew, F Rönchen, A Jenkins… - Physical Review X, 2023 - APS
Midcircuit operations, such as qubit state measurement or reset, are central to many tasks in
quantum information science, including quantum computing, entanglement generation, and …
quantum information science, including quantum computing, entanglement generation, and …
Telecom-wavelength quantum repeater node based on a trapped-ion processor
A quantum repeater node is presented based on trapped ions that act as single-photon
emitters, quantum memories, and an elementary quantum processor. The node's ability to …
emitters, quantum memories, and an elementary quantum processor. The node's ability to …
Efficient tomography of a quantum many-body system
BP Lanyon, C Maier, M Holzäpfel, T Baumgratz… - Nature Physics, 2017 - nature.com
Quantum state tomography is the standard technique for estimating the quantum state of
small systems. But its application to larger systems soon becomes impractical as the …
small systems. But its application to larger systems soon becomes impractical as the …
An open-system quantum simulator with trapped ions
The control of quantum systems is of fundamental scientific interest and promises powerful
applications and technologies. Impressive progress has been achieved in isolating quantum …
applications and technologies. Impressive progress has been achieved in isolating quantum …
Quantum tomography via compressed sensing: error bounds, sample complexity and efficient estimators
Intuitively, if a density operator has small rank, then it should be easier to estimate from
experimental data, since in this case only a few eigenvectors need to be learned. We prove …
experimental data, since in this case only a few eigenvectors need to be learned. We prove …
Interface between trapped-ion qubits and traveling photons with close-to-optimal efficiency
Experimental results are presented on the efficiency limits for a quantum interface between a
matter-based qubit and a photonic qubit. Using a trapped ion in an optical cavity, we obtain …
matter-based qubit and a photonic qubit. Using a trapped ion in an optical cavity, we obtain …
Experimental realization of non-Abelian non-adiabatic geometric gates
The geometric aspects of quantum mechanics are emphasized most prominently by the
concept of geometric phases, which are acquired whenever a quantum system evolves …
concept of geometric phases, which are acquired whenever a quantum system evolves …
Implementation of a Toffoli gate with superconducting circuits
The Toffoli gate is a three-quantum-bit (three-qubit) operation that inverts the state of a target
qubit conditioned on the state of two control qubits. It makes universal reversible classical …
qubit conditioned on the state of two control qubits. It makes universal reversible classical …