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A Mixed Clustering Approach for Real-Time Anomaly Detection

open access: greenApplied Sciences, 2023
Anomaly detection in real-time data is accepted as a vital area of research. Clustering techniques have effectively been applied for the detection of anomalies several times. As the datasets are real time, the time of data generation is important.
Fokrul Alom Mazarbhuiya, Mohamed Shenify
doaj   +4 more sources

Mixed modulus and anomaly mediation in light of the muon g − 2 anomaly [PDF]

open access: yesJournal of High Energy Physics, 2021
The new measurement of the anomalous magnetic moment of muon at the Fermilab Muon g − 2 experiment has strengthened the significance of the discrepancy between the standard model prediction and the experimental observation from the BNL measurement.
Kwang Sik Jeong   +2 more
doaj   +3 more sources

Anomaly matching in QCD thermal phase transition

open access: yesJournal of High Energy Physics, 2019
We study an ’t Hooft anomaly of massless QCD at finite temperature. With the imaginary baryon chemical potential at the Roberge-Weiss point, there is a ℤ2 symmetry which can be used to define confinement.
Kazuya Yonekura
doaj   +3 more sources

Improving rectal tumor segmentation with anomaly fusion derived from anatomical inpainting: a multicenter study [PDF]

open access: yesScientific Reports
Accurate rectal tumor segmentation using magnetic resonance imaging (MRI) is paramount for effective treatment planning. It allows for volumetric and other quantitative tumor assessments, potentially aiding in prognostication and treatment response ...
Lishan Cai   +9 more
doaj   +2 more sources

Causes of the 2015 North Atlantic cold anomaly in a global state estimate [PDF]

open access: yesOcean Science, 2022
The subpolar North Atlantic is an important part of the global ocean and climate system, with SST variability in the region influencing the climate of Europe and North America.
R. N. C. Sanders   +4 more
doaj   +1 more source

On exotic consistent anomalies in (1+1)$d$: A ghost story

open access: yesSciPost Physics, 2021
We revisit 't Hooft anomalies in (1+1)$d$ non-spin quantum field theory, starting from the consistency and locality conditions, and find that consistent U(1) and gravitational anomalies cannot always be canceled by properly quantized (2+1)$d$ classical ...
Chi-Ming Chang, Ying-Hsuan Lin
doaj   +1 more source

Non-invertible self-duality defects of Cardy-Rabinovici model and mixed gravitational anomaly [PDF]

open access: yesJournal of High Energy Physics, 2022
We study properties of self-duality symmetry in the Cardy-Rabinovici model. The Cardy-Rabinovici model is the 4d U(1) gauge theory with electric and magnetic matters, and it enjoys the SL(2, ℤ) self-duality at low-energies. SL(2, ℤ) self-duality does not
Yui Hayashi, Yuya Tanizaki
doaj   +2 more sources

Perspectives on anomaly resolution

open access: yesJournal of High Energy Physics, 2023
We examine in detail the process of resolving ’t Hooft anomalies by extending the symmetry of a theory. Specifically, we interpret the ingredients of existing prescriptions for anomaly resolution as the addition of topological operators with designated ...
Thomas Vandermeulen
doaj   +1 more source

Anomalies in the space of coupling constants and their dynamical applications II

open access: yesSciPost Physics, 2020
We extend our earlier work on anomalies in the space of coupling constants to four-dimensional gauge theories. Pure Yang-Mills theory (without matter) with a simple and simply connected gauge group has a mixed anomaly between its one-form global ...
Clay Cordova, Daniel S. Freed, Ho Tat Lam, Nathan Seiberg
doaj   +1 more source

Comparative Study on Three Autoencoder‐Based Deep Learning Algorithms for Geochemical Anomaly Identification

open access: yesEarth and Space Science, 2022
Deep autoencoder (AE) networks show a powerful ability for geochemical anomaly identification. Because of little contribution to the AE network, small probability samples (again, please check this) having comparatively high reconstructed errors can be ...
Bin Feng   +3 more
doaj   +1 more source

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