Cargando…

Snowmass 2021 Computational Frontier CompF03 Topical Group Report: Machine Learning

The rapidly-developing intersection of machine learning (ML) with high-energy physics (HEP) presents both opportunities and challenges to our community. Far beyond applications of standard ML tools to HEP problems, genuinely new and potentially revolutionary approaches are being developed by a gener...

Descripción completa

Detalles Bibliográficos
Autores principales: Shanahan, Phiala, Terao, Kazuhiro, Whiteson, Daniel, Aarts, Gert, Adelmann, Andreas, Akchurin, N., Alexandru, Andrei, Amram, Oz, Andreassen, Anders, Apresyan, Artur, Avestruz, Camille, Bartoldus, Rainer, Bechtol, Keith, Benkendorfer, Kees, Benelli, Gabriele, Bernius, Catrin, Bogatskiy, Alexander, Bortolato, Blaz, Boyda, Denis, Brooijmans, Gustaaf, Calafiura, Paolo, Calì, Salvatore, Canelli, Florencia, Chachamis, Grigorios, Chekanov, S.V., Chen, Deming, Chen, Thomas Y., Ćiprijanović, Aleksandra, Collins, Jack H., Connolly, J. Andrew, Coughlin, Michael, Dai, Biwei, Damgov, J., DeZoort, Gage, Diaz, Daniel, Dillon, Barry M., Dinu, Ioan-Mihail, Dong, Zhongtian, Donini, Julien, Duarte, Javier, Dugad, S., Dvorkin, Cora, Faroughy, D.A., Feickert, Matthew, Feng, Yongbin, Fenton, Michael, Foreman, Sam, De Freitas, Felipe F., Funcke, Lena, C, P.g., Gandrakota, Abhijith, Ganguly, Sanmay, Garrison, Lehman H., Gessner, Spencer, Ghosh, Aishik, Gonsk, Julia, Graham, Matthew, Gray, Lindsey, Grönroos, S., Hackett, Daniel C., Harris, Philip, Hauck, Scott, Herwig, Christian, Holzman, Burt, Hopkins, Walter, Hsu, Shih-Chieh, Huang, Jin, Huang, Yi, Jin, Xiao-Yong, Kagan, Michael, Kah, Alan, Kamenik, Jernej F., Kansal, Raghav, Karagiorgi, Georgia, Kasieczka, Gregor, Katsavounidis, Erik, Khoda, Elham E., Khosa, Charanjit K., Kipf, Thomas, Komiske, Patrick, Komm, Matthias, Kondor, Risi, Kourlitis, Evangelos, Krause, Claudius, Lamichhane, K., Le Pottier, Luc, Lin, Meifeng, Lin, Yin, Liu, Mia, Lu, Nan, Lucini, Biagio, Martinez, J., Martín-Ramiro, Pablo, Matevc, Andrej, McCormack, William Patrick, Metodiev, Eric, Mikuni, Vinicius, Miller, David W., Mishra-Sharma, Siddharth, Mukherjee, Samadrita, Murnane, Daniel, Nachman, Benjamin, Narayan, Gautham, Neubauer, Mark, Ngadiuba, Jennifer, Norberg, Scarlet, Nord, Brian, Ochoa, Inês, Offermann, Jan T., Park, Sang Eon, Pedro, Kevin, Peña, Cristían, Perloff, Alexx, Pettee, Mariel, Pierini, Maurizio, Quast, T., Rankin, Dylan, Ren, Yihui, Rieger, Marcel, Vlimant, Jean-Roch, Roy, Avik, Sanz, Veronica, Sarda, Nilai, Savard, Claire, Scheinker, Alexander, Uros, Seljak, Sheldon, Brian, Shih, David, Shimmin, Chase, Smolkovic, Aleks, Stein, George, Mantilla Suarez, Cristina, Szewc, Manuel, Thais, Savannah, Thaler, Jesse, Torbunov, Dmitrii, Tran, Nhan, Tsan, Steven, Udrescu, Silviu-Marian, Undleeb, S., Vaslin, Louis, Villaescusa-Navarro, Francisco, Villar, V.Ashley, Viren, Brett, Whitbeck, A., Williams, Daniel, Winklehner, Daniel, Xie, Si, Yang, Tingjun, Yu, Haiwang, Yunus, Mikaeel
Lenguaje:eng
Publicado: 2022
Materias:
Acceso en línea:http://cds.cern.ch/record/2827613