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Articles

Accuracy Guarantees and Quantum Advantage in Analog Open Quantum Simulation with and without Noise

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By Vikram Kashyap, Georgios Styliaris, Max-Planck-Institut für Quantenoptik, Garching bei München
| Physical Review B
Many-body open quantum systems, described by Lindbladian master equations, are a rich class of physical models that display complex equilibrium and out-of-equilibrium phenomena which remain to be understood. In this paper, we theoretically analyze noisy analog quantum simulation of geometrically local open quantum systems and provide evidence that this problem both is hard to simulate on classical computers and could be approximately solved on near-term quantum devices.
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Cross-device federated unsupervised learning for the detection of anomalies in single-lead electrocardiogram signals

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By Maximilian Kapsecker, Garching bei München, Stephan M. Jonas
| PLOS
Citation: Kapsecker M, Jonas SM (2025) Cross-device federated unsupervised learning for the detection of anomalies in single-lead electrocardiogram signals. PLOS Digit Health 4(4): e0000793. https://doi.org/10.1371/journal.pdig.0000793 Editor: Krasimira Tsaneva-Atanasova, University of Exeter, UNITED KINGDOM OFGREAT BRITAIN AND NORTHERN IRELAND Received: August 19, 2024; Accepted: February 19, 2025; Published: April 7, 2025 Copyright: © 2025 Kapsecker and Jonas.
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The baryon census and the mass-density of stars, neutral gas, and hot gas as a function of halo mass

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By Garching bei München
| Oxford Academic Verified
We study the stellar, neutral gas content within halos over a halo mass range 1010to1015.5M and hot X-ray gas content over a halo mass range 1012.8to1015.5M in the local universe. We combine various empirical datasets of stellar, H i and X-ray observations of galaxies, groups and clusters to establish fundamental baryonic mass vs halo mass scaling relations.
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