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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: harris p. Rep Prog Phys. 2021 Dec 7;84(12). doi: 10.1088/1361-6633/ac36b9. Rep Prog Phys. 2021. PMID: 34736231 Review.
Distance-Weighted Graph Neural Networks on FPGAs for Real-Time Particle Reconstruction in High Energy Physics.
Iiyama Y, Cerminara G, Gupta A, Kieseler J, Loncar V, Pierini M, Qasim SR, Rieger M, Summers S, Van Onsem G, Wozniak KA, Ngadiuba J, Di Guglielmo G, Duarte J, Harris P, Rankin D, Jindariani S, Liu M, Pedro K, Tran N, Kreinar E, Wu Z. Iiyama Y, et al. Among authors: harris p. Front Big Data. 2021 Jan 12;3:598927. doi: 10.3389/fdata.2020.598927. eCollection 2020. Front Big Data. 2021. PMID: 33791596 Free PMC article.
A FAIR and AI-ready Higgs boson decay dataset.
Chen Y, Huerta EA, Duarte J, Harris P, Katz DS, Neubauer MS, Diaz D, Mokhtar F, Kansal R, Park SE, Kindratenko VV, Zhao Z, Rusack R. Chen Y, et al. Among authors: harris p. Sci Data. 2022 Feb 14;9(1):31. doi: 10.1038/s41597-021-01109-0. Sci Data. 2022. PMID: 35165298 Free PMC article.
Applications and Techniques for Fast Machine Learning in Science.
Deiana AM, Tran N, Agar J, Blott M, Di Guglielmo G, Duarte J, Harris P, Hauck S, Liu M, Neubauer MS, Ngadiuba J, Ogrenci-Memik S, Pierini M, Aarrestad T, Bähr S, Becker J, Berthold AS, Bonventre RJ, Müller Bravo TE, Diefenthaler M, Dong Z, Fritzsche N, Gholami A, Govorkova E, Guo D, Hazelwood KJ, Herwig C, Khan B, Kim S, Klijnsma T, Liu Y, Lo KH, Nguyen T, Pezzullo G, Rasoulinezhad S, Rivera RA, Scholberg K, Selig J, Sen S, Strukov D, Tang W, Thais S, Unger KL, Vilalta R, von Krosigk B, Wang S, Warburton TK. Deiana AM, et al. Among authors: harris p. Front Big Data. 2022 Apr 12;5:787421. doi: 10.3389/fdata.2022.787421. eCollection 2022. Front Big Data. 2022. PMID: 35496379 Free PMC article. Review.
Corrigendum: Applications and techniques for fast machine learning in science.
Deiana AM, Tran N, Agar J, Blott M, Di Guglielmo G, Duarte J, Harris P, Hauck S, Liu M, Neubauer MS, Ngadiuba J, Ogrenci-Memik S, Pierini M, Aarrestad T, Bähr S, Becker J, Berthold AS, Bonventre RJ, Müller Bravo TE, Diefenthaler M, Dong Z, Fritzsche N, Gholami A, Govorkova E, Guo D, Hazelwood KJ, Herwig C, Khan B, Kim S, Klijnsma T, Liu Y, Lo KH, Nguyen T, Pezzullo G, Rasoulinezhad S, Rivera RA, Scholberg K, Selig J, Sen S, Strukov D, Tang W, Thais S, Unger KL, Vilalta R, von Krosigk B, Wang S, Warburton TK. Deiana AM, et al. Among authors: harris p. Front Big Data. 2023 Oct 16;6:1301942. doi: 10.3389/fdata.2023.1301942. eCollection 2023. Front Big Data. 2023. PMID: 37908454 Free PMC article.
FAIR for AI: An interdisciplinary and international community building perspective.
Huerta EA, Blaiszik B, Brinson LC, Bouchard KE, Diaz D, Doglioni C, Duarte JM, Emani M, Foster I, Fox G, Harris P, Heinrich L, Jha S, Katz DS, Kindratenko V, Kirkpatrick CR, Lassila-Perini K, Madduri RK, Neubauer MS, Psomopoulos FE, Roy A, Rübel O, Zhao Z, Zhu R. Huerta EA, et al. Among authors: harris p. Sci Data. 2023 Jul 26;10(1):487. doi: 10.1038/s41597-023-02298-6. Sci Data. 2023. PMID: 37495591 Free PMC article.
Machine learning uncertainties with adversarial neural networks.
Englert C, Galler P, Harris P, Spannowsky M. Englert C, et al. Among authors: harris p. Eur Phys J C Part Fields. 2019;79(1):4. doi: 10.1140/epjc/s10052-018-6511-8. Epub 2019 Jan 3. Eur Phys J C Part Fields. 2019. PMID: 30872963 Free PMC article.
4,497 results