Zobrazeno 1 - 8
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pro vyhledávání: '"Taoli Cheng"'
Autor:
Taoli Cheng, Aaron Courville
Publikováno v:
Journal of High Energy Physics, Vol 2022, Iss 10, Pp 1-34 (2022)
Abstract We leverage representation learning and the inductive bias in neural-net-based Standard Model jet classification tasks, to detect non-QCD signal jets. In establishing the framework for classification-based anomaly detection in jet physics, w
Externí odkaz:
https://doaj.org/article/f2c92e77811a4d7ab928c1009ba118b2
Publikováno v:
Physical Review
We present a detailed study on Variational Autoencoders (VAEs) for anomalous jet tagging at the Large Hadron Collider. By taking in low-level jet constituents' information, and training with background QCD jets in an unsupervised manner, the VAE is a
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::94385817804bcd47eb66a438b7b4e164
http://repo.scoap3.org/api
http://repo.scoap3.org/api
Autor:
Taoli Cheng
Since the machine learning techniques are improving rapidly, it has been shown that the image recognition techniques in deep neural networks can be used to detect jet substructure. And it turns out that deep neural networks can match or outperform tr
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::c41002581966b8338818beed873945ed
http://arxiv.org/abs/1711.02633
http://arxiv.org/abs/1711.02633
To escape the current LHC supersymmetry (SUSY) search constraints while preserve the naturalness condition, we propose the heavy Lightest Supersymmetric Particle (LSP) SUSY. According to the different dependence on the LSP mass, we systematically cla
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::868c381132b7bc7631fd685b26243109
Autor:
Taoli Cheng, Tianjun Li
Publikováno v:
Physical Review D. 88
To explain all the available experimental results, we have proposed the electroweak supersymmetry (EWSUSY) previously, where the squarks and/or gluino are heavy around a few TeVs while the sleptons, sneutrinos, bino, winos, and/or Higgsinos are light
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::7ecf38d7cb2f6043bb5aa722ed802b18
https://doi.org/10.1103/physrevd.88.015031
https://doi.org/10.1103/physrevd.88.015031
Inspired by the phenomenological constraints, LHC supersymmetry and Higgs searches, dark matter search as well as string model building, we propose the electroweak supersymmetry around the electroweak scale: the squarks and/or gluinos are around a fe
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::891b503e5db4830eb41802c14596a04d
http://arxiv.org/abs/1202.6088
http://arxiv.org/abs/1202.6088
Publikováno v:
Physical Review D: Particles, Fields, Gravitation & Cosmology. Jan2014, Vol. 89 Issue 1-D, p1-23. 23p.
Publikováno v:
Journal of Physics G: Nuclear & Particle Physics; Jun2015, Vol. 42 Issue 6, p1-1, 1p