New developments in fast simulation with machine learning

por Krause, Claudius
Publicado 2022

Toward the end-to-end optimization of particle physics instruments with differentiable programming

por Dorigo, Tommaso, Giammanco, Andrea, Vischia, Pietro, Aehle, Max, Bawaj, Mateusz, Boldyrev, Alexey, Manzano, Pablo de Castro, Derkach, Denis, Donini, Julien, Edelen, Auralee, Fanzago, Federica, Gauger, Nicolas R., Glaser, Christian, Baydin, Atılım G., Heinrich, Lukas, Keidel, Ralf, Kieseler, Jan, Krause, Claudius, Lagrange, Maxime, Lamparth, Max, Layer, Lukas, Maier, Gernot, Nardi, Federico, Pettersen, Helge E.S., Ramos, Alberto, Ratnikov, Fedor, Röhrich, Dieter, de Austri, Roberto Ruiz, del Árbol, Pablo Martínez Ruiz, Savchenko, Oleg, Simpson, Nathan, Strong, Giles C., Taliercio, Angela, Tosi, Mia, Ustyuzhanin, Andrey, Zaraket, Haitham
Publicado 2022

Exploiting Differentiable Programming for the End-to-end Optimization of Detectors

por Aehle, Max, Bawaj, Mateusz, Belias, Anastasios, Boldyrev, Alexey, de Castro Manzano, Pablo, Delaere, Christophe, Derkach, Denis, Donini, Julien, Dorigo, Tommaso, Edelen, Auralee, Elmer, Peter, Fanzago, Federica, Gauger, Nicolas R, Giammanco, Andrea, Glaser, Christian, Baydin, Atılım G, Heinrich, Lukas, Keidel, Ralf, Kieseler, Jan, Krause, Claudius, Lagrange, Maxime, Lamparth, Max, Layer, Lukas, Maier, Gernot, Nardi, Federico, Pettersen, Helge E S, Ramos, Alberto, Ratnikov, Fedor, Rohrich, Dieter, de Austri, Roberto Ruiz, del Arbol, Pablo Martınez Ruiz, Savchenko, Oleg, Simpson, Nathan, Strong, Giles C, Taliercio, Angela, Tosi, Mia, Ustyuzhanin, Andrey, Vischia, Pietro, Watts, Gordon, Zaraket, Haitham
Publicado 2022

Snowmass 2021 Computational Frontier CompF03 Topical Group Report: Machine Learning

por 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, Vlimant, Jean-Roch, Whitbeck, A., Williams, Daniel, Winklehner, Daniel, Xie, Si, Yang, Tingjun, Yu, Haiwang, Yunus, Mikaeel
Publicado 2022