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The quantum computing devices of today have tens to hundreds of qubits that are highly susceptible to noise due to unwanted interactions with their environment. The theory of quantum error correction provides a scheme by which the effects…

Quantum Physics · Physics 2022-08-02 Akshaya Jayashankar , Prabha Mandayam

Quantum circuits implementing fault-tolerant quantum error correction (QEC) for the three qubit bit-flip code and five-qubit code are studied. To describe the effect of noise, we apply a model based on a generalized effective Hamiltonian…

Quantum Physics · Physics 2016-09-08 Y. C. Cheng , R. J. Silbey

Errors in the current generation of quantum processors pose a significant challenge towards practical-scale implementations of quantum machine learning (QML) as they lead to trainability issues arising from noise-induced barren plateaus, as…

Quantum Physics · Physics 2025-12-11 Haiyue Kang , Younghun Kim , Eromanga Adermann , Martin Sevior , Muhammad Usman

Quantum sensing holds great promise for high-precision magnetic field measurements. However, its performance is significantly limited by noise. The investigation of active quantum error correction to address this noise led to the…

Quantum Physics · Physics 2026-02-17 Oskar Novak , Narayanan Rengaswamy

We analyze the long time behavior of a quantum computer running a quantum error correction (QEC) code in the presence of a correlated environment. Starting from a Hamiltonian formulation of realistic noise models, and assuming that QEC is…

Quantum Physics · Physics 2008-07-11 E. Novais , Eduardo R. Mucciolo , Harold U. Baranger

Entangled quantum probes can achieve Heisenberg-limited measurement precision, but this advantage is typically destroyed by noise. We address this issue by introducing a framework that we call encoded quantum signal processing, which…

Quantum Physics · Physics 2026-03-25 Carlos Ortiz Marrero , Rui Jie Tang , Nathan Wiebe

Quantum metrology allows for a huge boost in the precision of parameters estimation. However, it seems to be extremely sensitive on the noise. Bound entangled states are states with large amount of noise what makes them unusable for almost…

Quantum Physics · Physics 2015-12-09 L. Czekaj , A. Przysiezna , M. Horodecki , P. Horodecki

Quantum error mitigation(QEM), an error suppression strategy without the need for additional ancilla qubits for noisy intermediate-scale quantum~(NISQ) devices, presents a promising avenue for realizing quantum speedups of quantum computing…

Quantum Physics · Physics 2025-10-28 Ke Wang , Xiantao Li

The presence of noise is currently one of the main obstacles to achieving large-scale quantum computation. Strategies to characterise and understand noise processes in quantum hardware are a critical part of mitigating it, especially as the…

Quantum Physics · Physics 2023-12-06 Emilio Onorati , Tamara Kohler , Toby S. Cubitt

Quantum metrology aims to enhance measurement precision beyond the standard quantum limit (SQL), the benchmark set by classical resources, enabling advances in sensing, imaging, and fundamental physics. A critical milestone beyond the SQL…

Quantum Physics · Physics 2025-08-19 Kimin Park , Tanjung Krisnanda , Yvonne Gao , Radim Filip

Quantum-enhanced measurements use quantum mechanical effects in order to enhance the sensitivity of the measurement of classical quantities, such as the length of an optical cavity. The major goal is to beat the standard quantum limit…

Quantum Physics · Physics 2011-03-10 Daniel Braun , John Martin

Two-mode interferometers, such as Michelson interferometer based on two spatial optical modes, lay the foundations for quantum metrology. Instead of exploring quantum entanglement in the two-mode interferometers, a single bosonic mode also…

Quantum Physics · Physics 2019-10-14 W. Wang , Y. Wu , Y. Ma , W. Cai , L. Hu , X. Mu , Y. Xu , Zi-Jie Chen , H. Wang , Y. P. Song , H. Yuan , C. -L. Zou , L. -M. Duan , L. Sun

Precision measurements of space and time, like those made by the detectors of the Laser Interferometer Gravitational-wave Observatory (LIGO), are often confronted with fundamental limitations imposed by quantum mechanics. The Heisenberg…

General Relativity and Quantum Cosmology · Physics 2024-10-18 Wenxuan Jia , Victoria Xu , Kevin Kuns , Masayuki Nakano , Lisa Barsotti , Matthew Evans , Nergis Mavalvala , Rich Abbott , Ibrahim Abouelfettouh , Rana Adhikari , Alena Ananyeva , Stephen Appert , Koji Arai , Naoki Aritomi , Stuart Aston , Matthew Ball , Stefan Ballmer , David Barker , Beverly Berger , Joseph Betzwieser , Dripta Bhattacharjee , Garilynn Billingsley , Nina Bode , Edgard Bonilla , Vladimir Bossilkov , Adam Branch , Aidan Brooks , Daniel Brown , John Bryant , Craig Cahillane , Huy-tuong Cao , Elenna Capote , Yanbei Chen , Filiberto Clara , Josh Collins , Camilla Compton , Robert Cottingham , Dennis Coyne , Ryan Crouch , Janos Csizmazia , Torrey Cullen , Louis Dartez , Nicholas Demos , Ezekiel Dohmen , Jenne Driggers , Sheila Dwyer , Anamaria Effler , Aldo Ejlli , Todd Etzel , Jon Feicht , Raymond Frey , William Frischhertz , Peter Fritschel , Valery Frolov , Paul Fulda , Michael Fyffe , Dhruva Ganapathy , Bubba Gateley , Joe Giaime , Dwayne Giardina , Jane Glanzer , Evan Goetz , Aaron Jones , Slawomir Gras , Corey Gray , Don Griffith , Hartmut Grote , Tyler Guidry , Evan Hall , Jonathan Hanks , Joe Hanson , Matthew Heintze , Adrian Helmling-cornell , Hsiang-yu Huang , Yuki Inoue , Alasdair James , Austin Jennings , Srinath Karat , Marie Kasprzack , Keita Kawabe , Nutsinee Kijbunchoo , Jeffrey Kissel , Antonios Kontos , Rahul Kumar , Michael Landry , Brian Lantz , Michael Laxen , Kyung-ha Lee , Madeline Lesovsky , Francisco Llamas , Marc Lormand , Hudsonalexander Loughlin , Ronaldas Macas , Myron Macinnis , Camille Makarem , Benjaminrobert Mannix , Georgia Mansell , Rodica Martin , Nyath Maxwell , Garrett Mccarrol , Richard Mccarthy , David Mcclelland , Scott Mccormick , Lee Mcculler , Terry Mcrae , Fernando Mera , Edmond Merilh , Fabian Meylahn , Richard Mittleman , Dan Moraru , Gerardo Moreno , Matthew Mould , Adam Mullavey , Timothy Nelson , Ansel Neunzert , Jason Oberling , Timothy Ohanlon , Charles Osthelder , David Ottaway , Harry Overmier , William Parker , Arnaud Pele , Huyen Pham , Marc Pirello , Volker Quetschke , Karla Ramirez , Jonathan Reyes , Jonathan Richardson , Mitchell Robinson , Jameson Rollins , Janeen Romie , Michael Ross , Travis Sadecki , Anthony Sanchez , Eduardo Sanchez , Luis Sanchez , Richard Savage , Dean Schaetzl , Mitchell Schiworski , Roman Schnabel , Robert Schofield , Eyal Schwartz , Danny Sellers , Thomas Shaffer , Ryan Short , Daniel Sigg , Bram Slagmolen , Siddharth Soni , Ling Sun , David Tanner , Michael Thomas , Patrick Thomas , Keith Thorne , Calum Torrie , Gary Traylor , Gabriele Vajente , Jordan Vanosky , Alberto Vecchio , Peter Veitch , Ajay Vibhute , Erik Vonreis , Jim Warner , Betsy Weaver , Rainer Weiss , Chris Whittle , Benno Willke , Christopher Wipf , Hiro Yamamoto , Haocun Yu , Liyuan Zhang , Michael Zucker

We establish a sufficient condition under which autonomous quantum error correction (AutoQEC) can effectively restore Heisenberg scaling (HS) in quantum metrology. Specifically, we show that if all Lindblad operators associated with the…

Quantum Physics · Physics 2026-03-03 Hyukgun Kwon , Uwe R. Fischer , Seung-Woo Lee , Liang Jiang

In this article we study the role that quantum resources play in quantum error correction assisted quantum metrology (QECQM) schemes. We show that there exist classes of such problems where entanglement is not necessary to retrieve noise…

Quantum Physics · Physics 2019-08-21 K. C. Tan , S. Omkar , H. Jeong

We consider the problem of quantum error correction (QEC) for non-Markovian noise. Using the well known Petz recovery map, we first show that conditions for approximate QEC can be easily generalized for the case of non-Markovian noise, in…

Quantum Physics · Physics 2025-10-13 Debjyoti Biswas , Shrikant Utagi , Prabha Mandayam

We develop a generalized theory of quantum error correction (QEC) that applies to any linear map, in particular maps that are not completely positive (CP). This theory describes entanglement-assisted QEC for invertible noise maps, which we…

Quantum Physics · Physics 2009-10-21 A. Shabani , D. A. Lidar

In quantum metrology, entanglement represents a valuable resource that can be used to overcome the Standard Quantum Limit (SQL) that bounds the precision of sensors that operate with independent particles. Measurements beyond the SQL are…

Quantum error correction (QEC) is a procedure by which the quantum state of a system is protected against a known type of noise, by preemptively adding redundancy to that state. Such a procedure is commonly used in quantum computing when…

Quantum Physics · Physics 2022-04-28 Arshag Danageozian , Mark M. Wilde , Francesco Buscemi

When incorporated in quantum sensing protocols, quantum error correction can be used to correct for high frequency noise, as the correction procedure does not depend on the actual shape of the noise spectrum. As such, it provides a powerful…

Quantum Physics · Physics 2015-11-18 David A. Herrera-Martí , Tuvia Gefen , Dorit Aharonov , Nadav Katz , Alex Retzker