Deep Learning and Its Application to LHC Physics
Guest, Dan, Cranmer, Kyle, Whiteson, Daniel
Published in Annual review of nuclear and particle science (19.10.2018)
Published in Annual review of nuclear and particle science (19.10.2018)
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Journal Article
Learning to simulate high energy particle collisions from unlabeled data
Howard, Jessica N., Mandt, Stephan, Whiteson, Daniel, Yang, Yibo
Published in Scientific reports (09.05.2022)
Published in Scientific reports (09.05.2022)
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Journal Article
Learning to identify semi-visible jets
Faucett, Taylor, Hsu, Shih-Chieh, Whiteson, Daniel
Published in The journal of high energy physics (21.12.2022)
Published in The journal of high energy physics (21.12.2022)
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Journal Article
New physics in single resonant top quarks
Tong, Shelley, Corcoran, James, Fieg, Max, Fenton, Michael, Whiteson, Daniel
Published in The journal of high energy physics (08.02.2024)
Published in The journal of high energy physics (08.02.2024)
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Journal Article
Resolving extreme jet substructure
Lu, Yadong, Romero, Alexis, Fenton, Michael James, Whiteson, Daniel, Baldi, Pierre
Published in The journal of high energy physics (01.08.2022)
Published in The journal of high energy physics (01.08.2022)
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Journal Article
The motivation and status of two-body resonance decays after the LHC Run 2 and beyond
Kim, Jeong Han, Kong, Kyoungchul, Nachman, Benjamin, Whiteson, Daniel
Published in The journal of high energy physics (01.04.2020)
Published in The journal of high energy physics (01.04.2020)
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Journal Article
Learning to isolate muons
Collado, Julian, Bauer, Kevin, Witkowski, Edmund, Faucett, Taylor, Whiteson, Daniel, Baldi, Pierre
Published in The journal of high energy physics (01.10.2021)
Published in The journal of high energy physics (01.10.2021)
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Journal Article
Hadronic mono-W′ probes of dark matter at colliders
Holder, Ryan, Reddick, John, Cremonesi, Matteo, Berry, Doug, Cheng, Kun, Low, Matthew, Tait, Tim M. P., Whiteson, Daniel
Published in The journal of high energy physics (28.06.2024)
Published in The journal of high energy physics (28.06.2024)
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Journal Article
Machine learning for event selection in high energy physics
Whiteson, Shimon, Whiteson, Daniel
Published in Engineering applications of artificial intelligence (01.12.2009)
Published in Engineering applications of artificial intelligence (01.12.2009)
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Journal Article
How to GAN Higher Jet Resolution
Baldi, Pierre, Blecher, Lukas, Butter, Anja, Collado, Julian, Howard, Jessica N., Keilbach, Fabian, Plehn, Tilman, Kasieczka, Gregor, Whiteson, Daniel
Published in SciPost physics (01.09.2022)
Published in SciPost physics (01.09.2022)
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Journal Article
Statistical patterns of theory uncertainties
Ghosh, Aishik, Nachman, Benjamin, Plehn, Tilman, Shire, Lily, Tait, Tim M. P., Whiteson, Daniel
Published in SciPost physics core (01.04.2023)
Published in SciPost physics core (01.04.2023)
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Journal Article
Reconstruction of unstable heavy particles using deep symmetry-preserving attention networks
Fenton, Michael James, Shmakov, Alexander, Okawa, Hideki, Li, Yuji, Hsiao, Ko-Yang, Hsu, Shih-Chieh, Whiteson, Daniel, Baldi, Pierre
Published in Communications physics (30.04.2024)
Published in Communications physics (30.04.2024)
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Journal Article
Direct mass limits for chiral fourth-generation quarks in all mixing scenarios
Flacco, Christian J, Whiteson, Daniel, Tait, Tim M P, Bar-Shalom, Shaouly
Published in Physical review letters (10.09.2010)
Published in Physical review letters (10.09.2010)
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Journal Article
Parameterized neural networks for high-energy physics
Baldi, Pierre, Cranmer, Kyle, Faucett, Taylor, Sadowski, Peter, Whiteson, Daniel
Published in The European physical journal. C, Particles and fields (27.04.2016)
Published in The European physical journal. C, Particles and fields (27.04.2016)
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Journal Article