Tensor Network Approach to Sensing Quantum Light-Matter Interactions

We present the fundamental limits to the precision of estimating parameters of a quantum matter system probed by light, even when some of the light is lost. This practically inevitable scenario leads to a tripartite quantum system of matter, and light—detected and lost. Evaluating fundamental information theoretic quantities such as the quantum Fisher information of the detected light was heretofore impossible. We succeed by expressing the final quantum state of the detected light as a matrix product operator. We apply our method to resonance fluorescence and pulsed spectroscopy. For both, we quantify the sub-optimality of continuous homodyning and photo-counting measurements in parameter estimation. For the latter, we find that single-photon Fock state pulses allow higher precision per photon than pulses of coherent states. Our method should be valuable in studies of quantum light-matter interactions, quantum light spectroscopy, quantum stochastic thermodynamics, and quantum clocks.

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Publication Details

Journal
PRX Quantum
Published
2025-08-13
DOI
https://doi.org/10.1103/ljh3-3l4j
Citations
4
Primary Topic
Quantum Information and Cryptography
Type
article
Field-Weighted Citation Impact
9.92

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article

Tensor Network Approach to Sensing Quantum Light-Matter Interactions

Aiman Khan, Animesh Datta, Francesco Albarelli
4 citations
PRX Quantum
Quantum Information and Cryptography
9.92
article

Tensor Network Approach to Sensing Quantum Light-Matter Interactions

Aiman Khan, Animesh Datta, Francesco Albarelli
article en
4 citations

Abstract

We present the fundamental limits to the precision of estimating parameters of a quantum matter system probed by light, even when some of the light is lost. This practically inevitable scenario leads to a tripartite quantum system of matter, and light—detected and lost. Evaluating fundamental information theoretic quantities such as the quantum Fisher information of the detected light was heretofore impossible. We succeed by expressing the final quantum state of the detected light as a matrix product operator. We apply our method to resonance fluorescence and pulsed spectroscopy. For both, we quantify the sub-optimality of continuous homodyning and photo-counting measurements in parameter estimation. For the latter, we find that single-photon Fock state pulses allow higher precision per photon than pulses of coherent states. Our method should be valuable in studies of quantum light-matter interactions, quantum light spectroscopy, quantum stochastic thermodynamics, and quantum clocks.

PRX QuantumVol. 6(4)
Scuola Normale Superiore (IT), University of Warwick (GB), University of Portsmouth (GB)
Government of the United Kingdom, UK Research and Innovation, University of Warwick, HORIZON EUROPE Framework Programme, Engineering and Physical Sciences Research Council
Openalex Percentile: Top 2%
Quantum Information and Cryptography
9.92
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