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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: shih d. Rep Prog Phys. 2021 Dec 7;84(12). doi: 10.1088/1361-6633/ac36b9. Rep Prog Phys. 2021. PMID: 34736231 Review.
Robust Jet Classifiers through Distance Correlation.
Kasieczka G, Shih D. Kasieczka G, et al. Among authors: shih d. Phys Rev Lett. 2020 Sep 18;125(12):122001. doi: 10.1103/PhysRevLett.125.122001. Phys Rev Lett. 2020. PMID: 33016758
The interplay of machine learning-based resonant anomaly detection methods.
Golling T, Kasieczka G, Krause C, Mastandrea R, Nachman B, Raine JA, Sengupta D, Shih D, Sommerhalder M. Golling T, et al. Among authors: shih d. Eur Phys J C Part Fields. 2024;84(3):241. doi: 10.1140/epjc/s10052-024-12607-x. Epub 2024 Mar 8. Eur Phys J C Part Fields. 2024. PMID: 38463614 Free PMC article.
The IL6/JAK/STAT3 signaling axis is a therapeutic vulnerability in SMARCB1-deficient bladder cancer.
Amara CS, Kami Reddy KR, Yuntao Y, Chan YS, Piyarathna DWB, Dobrolecki LE, Shih DJH, Shi Z, Xu J, Huang S, Ellis MJ, Apolo AB, Ballester LY, Gao J, Hansel DE, Lotan Y, Hodges HC, Lerner SP, Creighton CJ, Sreekumar A, Zheng WJ, Msaouel P, Kavuri SM, Putluri N. Amara CS, et al. Among authors: shih djh. Nat Commun. 2024 Feb 14;15(1):1373. doi: 10.1038/s41467-024-45132-2. Nat Commun. 2024. PMID: 38355560 Free PMC article.
450 results