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It has been recently shown that an interferometric measurement may allow for sub-wavelength resolution of incoherent light. Whereas this holds for noiseless detectors, one could expect that the resolution is in practice limited by…

Quantum Physics · Physics 2020-02-24 Cosmo Lupo

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

Phase-insensitive optical amplifiers uniformly amplify each quadrature of an input field and are of both fundamental and technological importance. We find the quantum limit on the precision of estimating the gain of a quantum-limited…

Quantum Physics · Physics 2022-05-09 Ranjith Nair , Guo Yao Tham , Mile Gu

Effective Uncertainty Quantification (UQ) represents a key aspect for reliable deployment of Large Language Models (LLMs) in automated decision-making and beyond. Yet, for LLM generation with multiple choice structure, the state-of-the-art…

Machine Learning · Computer Science 2025-11-18 Ramzi Dakhmouche , Adrien Letellier , Hossein Gorji

Quantum mechanics establishes the ultimate limit to the scaling of the precision on any parameter, by iden- tifying optimal probe states and measurements. While this paradigm is, at least in principle, adequate for the metrology of quantum…

In recent investigations, it has been found that conservation laws generally lead to precision limits on quantum computing. Lower bounds of the error probability have been obtained for various logic operations from the commutation relation…

Quantum Physics · Physics 2009-11-13 Tokishiro Karasawa , Masanao Ozawa

Quantum illumination (QI) is an entanglement-enhanced sensing system whose performance advantage over a comparable classical system survives its usage in an entanglement-breaking scenario plagued by loss and noise. In particular, QI's…

Quantum Physics · Physics 2017-08-23 Quntao Zhuang , Zheshen Zhang , Jeffrey H. Shapiro

In this paper we calculate upper bounds on fault tolerance, without restrictions on the overhead involved. Optimally adaptive recovery operators are used, and the Shannon entropy is used to estimate the thresholds. By allowing for…

Quantum Physics · Physics 2008-05-06 Jesse Fern

The fundamental sensitivity limit of atomic force microscopy is strongly correlated to the thermal noise of the cantilever oscillation. A method to suppress this unwanted noise is to reduce the bandwidth of the measurement, but this…

Force sensors are at the heart of different technologies such as atomic force microscopy or inertial sensing \cite{RMPforce2003, Rugar2004, YazdiIEEE}. These sensors often rely on the measurement of the displacement amplitude of mechanical…

Quantum Physics · Physics 2017-03-08 Ravid Shaniv , Roee Ozeri

Measurements approaching the ultimate quantum limits of sensitivity are central in quantum information processing, quantum metrology, and communication. Quantum measurements to discriminate multiple states at the single-photon level are…

Quantum Physics · Physics 2017-11-02 A. R. Ferdinand , M. T. DiMario , F. E. Becerra

Noise is an important factor that influences the reliability of information acquisition, transmission, processing, and storage. In order to suppress the inevitable noise effects, a fault-tolerant information processing approach via quantum…

Quantum Physics · Physics 2026-03-27 Qi Song , Hongjing Li , Chengxi Yu , Jingzheng Huang , Ding Wang , Peng Huang , Guihua Zeng

We demonstrate the potential of new adaptive optical technology to expand the detection horizon of gravitational-wave observatories. Achieving greater quantum-noise-limited sensitivity to spacetime strain hinges on achieving higher…

Second-generation interferometric gravitational-wave detectors will be operating at the Standard Quantum Limit, a sensitivity limitation set by the trade off between measurement accuracy and quantum back action, which is governed by the…

General Relativity and Quantum Cosmology · Physics 2011-01-28 Yanbei Chen , Stefan L. Danilishin , Farid Ya. Khalili , Helge Müller-Ebhardt

The behavior of real quantum hardware differs strongly from the simple error models typically used when simulating quantum error correction. Error processes are far more complex than simple depolarizing noise applied to single gates, and…

Quantum Physics · Physics 2024-08-06 Ian Hesner , Bence Hetényi , James R. Wootton

Optomechanical systems have been exploited in ultrasensitive measurements of force, acceleration, and magnetic fields. The fundamental limits for optomechanical sensing have been extensively studied and now well understood -- the intrinsic…

We find that reinforcement exponentially reduces computation time of the quantum search problem from $\sqrt{D}$ to $\ln D$ in a $D$-dimensional system. Therefor, a reinforced quantum search is expected to exhibit an exponentially larger…

Quantum Physics · Physics 2026-04-07 Marjan Homayouni-Sangari , Abolfazl Ramezanpour

Nano-mechanical resonators have a large potential as sensors of very small adsorbed masses, down to the atomic level and beyond. Here I establish the fundamental lower bound on the mass that can be measured with a nano-mechanical oscillator…

Quantum Physics · Physics 2012-07-23 Daniel Braun

This work addresses the open question of implementing fault-tolerant QRLCs with feasible computational overhead. We present a new decoder for quantum random linear codes (QRLCs) capable of dealing with imperfect decoding operations. A first…

Quantum Physics · Physics 2024-07-08 Diogo Cruz , Francisco A. Monteiro , André Roque , Bruno C. Coutinho

Quantum effect enables enhanced estimation precision in metrology, with the Heisenberg limit (HL) representing the ultimate limit allowed by quantum mechanics. Although the HL is generally unattainable in the presence of noise, quantum…

Quantum Physics · Physics 2026-01-15 Himanshu Sahu , Qian Xu , Sisi Zhou
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