Published October 17, 2025 | Version Published
Journal Article Open

Lindblad estimation with fast and precise quantum control

  • 1. ROR icon Australian National University
  • 2. ROR icon California Institute of Technology
  • 3. ROR icon Hebrew University of Jerusalem

Abstract

Enhancing precision sensors for stochastic signals using quantum techniques is a promising emerging field of physics. Estimating a weak stochastic waveform is the core task of many fundamental physics experiments including searches for stochastic gravitational waves, quantum gravity, and axionic dark matter. Simultaneously, noise spectroscopy and characterization (e.g., estimation of various decay mechanisms in quantum devices) are relevant to a broad range of fundamental and technological applications. We consider the ultimate limit on the sensitivity of these devices for Lindblad estimation given any quantum state, fast and precise control sequence, and measurement scheme. We show that it is optimal to rapidly projectively measure and reinitialize the quantum state. We develop optimal protocols for a wide range of applications including stochastic waveform estimation, spectroscopy with qubits, and Lindblad estimation.

Copyright and License

© 2025 American Physical Society.

Acknowledgement

We thank the following people for their advice: Richard Allen, Wenjie Gong, Daniel Mark, Lee McCuller, Chris Pattinson, John Preskill, Alex Retzker, Thomas Schuster, and Sisi Zhou. We also thank the Caltech Chen Quantum Group and the ANU CGA Squeezer Group. This research is supported by the Australian Research Council Centre of Excellence for Gravitational Wave Discovery (Project No. CE170100004 and No. CE230100016). J.W.G. and this research are supported by an Australian Government Research Training Program Scholarship and also partially supported by the US NSF grant PHY-2011968. In addition, Y.C. acknowledges the support by the Simons Foundation (Award Number 568762) and the NSF grant PHY-2309231. T.G. acknowledges funding provided by the Institute for Quantum Information and Matter (a US NSF Physics Frontiers Center) and the Quantum Science and Technology Scholarship of the Israel Council for Higher Education and ISF Grant No. 3302/25. S.A.H. acknowledges support through an Australian Research Council Future Fellowship grant FT210100809. This paper has been assigned LIGO Document No. P2400542.

Data Availability

The data that support the findings of this article are openly available [76].

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Additional details

Related works

Is new version of
Discussion Paper: arXiv:2501.03364 (arXiv)
Is supplemented by
Dataset: https://git.ligo.org/jameswalter.gardner/slipperyslider (URL)

Funding

Australian Research Council Centre of Excellence for Gravitational Wave Discovery
CE170100004
Australian Research Council Centre of Excellence for Gravitational Wave Discovery
CE230100016
National Science Foundation
PHY-2011968
Simons Foundation
568762
National Science Foundation
PHY-2309231
Israel Science Foundation
3302/25
Australian Research Council Future Fellowship
FT210100809

Caltech Custom Metadata

Caltech groups
Institute for Quantum Information and Matter, LIGO, TAPIR, Walter Burke Institute for Theoretical Physics, Division of Physics, Mathematics and Astronomy (PMA)
Other Numbering System Name
LIGO
Other Numbering System Identifier
P2400542
Publication Status
Published