首页|Research from Technology Innovation Institute Yields New Findings on Machine Learning (Characterization of a Transmon Qubit in a 3D Cavity for Quantum Machine Learning and Photon Counting)
Research from Technology Innovation Institute Yields New Findings on Machine Learning (Characterization of a Transmon Qubit in a 3D Cavity for Quantum Machine Learning and Photon Counting)
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Investigators publish new report on artificial intelligence. According to news reporting originating from the Technology Innovation Institute by NewsRx correspondents, research stated, “In this paper, we report the use of a superconducting transmon qubit in a 3D cavity for quantum machine learning and photon counting applications.” Financial supporters for this research include Pnrr Mur Project; Infn Csnv Project Qubit. Our news correspondents obtained a quote from the research from Technology Innovation Institute: “We first describe the realization and characterization of a transmon qubit coupled to a 3D resonator, providing a detailed description of the simulation framework and of the experimental measurement of important parameters, such as the dispersive shift and the qubit anharmonicity. We then report on a Quantum Machine Learning application implemented on a single-qubit device to fit the u-quark parton distribution function of the proton.” According to the news reporters, the research concluded: “In the final section of the manuscript, we present a new microwave photon detection scheme based on two qubits coupled to the same 3D resonator. This could in principle decrease the dark count rate, favoring applications like axion dark matter searches.”
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