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The LHC Olympics 2020 a community challenge for anomaly detection in high energy physics.
Kasieczka G, Nachman B, Shih D, Amram O, Andreassen A, Benkendorfer K, Bortolato B, Brooijmans G, Canelli F, Collins JH, Dai B, De Freitas FF, Dillon BM, Dinu IM, Dong Z, Donini J, Duarte J, Faroughy DA, Gonski J, Harris P, Kahn A, Kamenik JF, Khosa CK, Komiske P, Le Pottier L, Martín-Ramiro P, Matevc A, Metodiev E, Mikuni V, Murphy CW, Ochoa I, Park SE, Pierini M, Rankin D, Sanz V, Sarda N, Seljak U, Smolkovic A, Stein G, Suarez CM, Szewc M, Thaler J, Tsan S, Udrescu SM, Vaslin L, Vlimant JR, Williams D, Yunus M. Kasieczka G, et al. Among authors: thaler j. Rep Prog Phys. 2021 Dec 7;84(12). doi: 10.1088/1361-6633/ac36b9. Rep Prog Phys. 2021. PMID: 34736231 Review.
Jet Topics: Disentangling Quarks and Gluons at Colliders.
Metodiev EM, Thaler J. Metodiev EM, et al. Among authors: thaler j. Phys Rev Lett. 2018 Jun 15;120(24):241602. doi: 10.1103/PhysRevLett.120.241602. Phys Rev Lett. 2018. PMID: 29956945 Free article.
Metric Space of Collider Events.
Komiske PT, Metodiev EM, Thaler J. Komiske PT, et al. Among authors: thaler j. Phys Rev Lett. 2019 Jul 26;123(4):041801. doi: 10.1103/PhysRevLett.123.041801. Phys Rev Lett. 2019. PMID: 31491282
OmniFold: A Method to Simultaneously Unfold All Observables.
Andreassen A, Komiske PT, Metodiev EM, Nachman B, Thaler J. Andreassen A, et al. Among authors: thaler j. Phys Rev Lett. 2020 May 8;124(18):182001. doi: 10.1103/PhysRevLett.124.182001. Phys Rev Lett. 2020. PMID: 32441957
Editorial: Efficient AI in particle physics and astrophysics.
Duarte J, Liu M, Ngadiuba J, Cuoco E, Thaler J. Duarte J, et al. Among authors: thaler j. Front Artif Intell. 2022 Sep 30;5:999173. doi: 10.3389/frai.2022.999173. eCollection 2022. Front Artif Intell. 2022. PMID: 36248624 Free PMC article. No abstract available.
Calculating track-based observables for the LHC.
Chang HM, Procura M, Thaler J, Waalewijn WJ. Chang HM, et al. Among authors: thaler j. Phys Rev Lett. 2013 Sep 6;111(10):102002. doi: 10.1103/PhysRevLett.111.102002. Epub 2013 Sep 3. Phys Rev Lett. 2013. PMID: 25166657
Exposing the QCD Splitting Function with CMS Open Data.
Larkoski A, Marzani S, Thaler J, Tripathee A, Xue W. Larkoski A, et al. Among authors: thaler j. Phys Rev Lett. 2017 Sep 29;119(13):132003. doi: 10.1103/PhysRevLett.119.132003. Epub 2017 Sep 26. Phys Rev Lett. 2017. PMID: 29341726
496 results