Self‐Adaptive Quantum Kernel Principal Component Analysis for Compact Readout of Chemiresistive Sensor Arrays (Adv. Sci. 15/2025)
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DOI: 10.1002/advs.202570102
Abstract: Quantum Machine Learning In article number 2411573, Zeheng Wang, Timothy van der Laan, and Muhammad Usman introduce a quantum algorithm‐driven framework to compress chemiresistive sensor data. By employing a self‐adaptive quantum kernel (SAQK), classical data… read more here.
Keywords: principal component; self adaptive; adaptive quantum; chemiresistive sensor ... See more keywords
Adaptive quantum state estimation for dynamic quantum states
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DOI: 10.1103/physreva.102.030401
Abstract: We propose an adaptive quantum state estimation method for nonstationary quantum states and verify the method by numerical simulations and experimental investigations. Adaptive quantum state estimation provides an asymptotically optimal scheme for estimating an unknown… read more here.
Keywords: state; quantum; adaptive quantum; quantum state ... See more keywords
Adaptive Quantum Optics with Spatially Entangled Photon Pairs.
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DOI: 10.1103/physrevlett.121.233601
Abstract: Light shaping facilitates the preparation and detection of optical states and underlies many applications in communications, computing, and imaging. In this Letter, we generalize light shaping to the quantum domain. We show that patterns of… read more here.
Keywords: quantum; entangled photon; adaptive quantum; optics ... See more keywords