TomOpt: Differential optimisation for task- and constraint-aware design of particle detectors in the context of muon tomography

Autor: Strong, Giles C., Lagrange, Maxime, Orio, Aitor, Bordignon, Anna, Bury, Florian, Dorigo, Tommaso, Giammanco, Andrea, Heikal, Mariam, Kieseler, Jan, Lamparth, Max, del Árbol, Pablo Martínez Ruíz, Nardi, Federico, Vischia, Pietro, Zaraket, Haitham

We describe a software package, TomOpt, developed to optimise the geometrical layout and specifications of detectors designed for tomography by scattering of cosmic-ray muons. The software exploits differentiable programming for the modeling of muon

Externí odkaz: http://arxiv.org/abs/2309.14027

Reinterpretation of LHC Results for New Physics: Status and Recommendations after Run 2

Autor: Abdallah, Waleed, AbdusSalam, Shehu, Ahmadov, Azar, Ahriche, Amine, Alguero, Gaël, Allanach, Benjamin C., Araz, Jack Y., Arbey, Alexandre, Arina, Chiara, Athron, Peter, Bagnaschi, Emanuele, Bai, Yang, Baker, Michael J., Balazs, Csaba, Barducci, Daniele, Bechtle, Philip, Bharucha, Aoife, Buckley, Andy, Butterworth, Jonathan, Cai, Haiying, Campagnari, Claudio, Cesarotti, Cari, Chrzaszcz, Marcin, Coccaro, Andrea, Conte, Eric, Cornell, Jonathan M., Corpe, Louie Dartmoor, Danninger, Matthias, Darmé, Luc, Deandrea, Aldo, Desai, Nishita, Dillon, Barry, Doglioni, Caterina, Dutta, Juhi, Ellis, John R., Ellis, Sebastian, Fassi, Farida, Feickert, Matthew, Fernandez, Nicolas, Fichet, Sylvain, Kamenik, Jernej F., Flacke, Thomas, Fuks, Benjamin, Geiser, Achim, Genest, Marie-Hélène, Ghalsasi, Akshay, Gonzalo, Tomas, Goodsell, Mark, Gori, Stefania, Gras, Philippe, Greljo, Admir, Guadagnoli, Diego, Heinemeyer, Sven, Heinrich, Lukas A., Heisig, Jan, Hong, Deog Ki, Hryn'ova, Tetiana, Huitu, Katri, Ilten, Philip, Ismail, Ahmed, Jueid, Adil, Kahlhoefer, Felix, Kalinowski, Jan, Kar, Deepak, Kats, Yevgeny, Khosa, Charanjit K., Khoze, Valeri, Klingl, Tobias, Ko, Pyungwon, Kong, Kyoungchul, Kotlarski, Wojciech, Krämer, Michael, Kraml, Sabine, Kulkarni, Suchita, Kvellestad, Anders, Lange, Clemens, Lassila-Perini, Kati, Lee, Seung J., Lessa, Andre, Liu, Zhen, Iglesias, Lara Lloret, Lorenz, Jeanette M., MacDonell, Danika, Mahmoudi, Farvah, Mamuzic, Judita, Marini, Andrea C., Markowitz, Pete, del Arbol, Pablo Martinez Ruiz, Miller, David, Mitsou, Vasiliki, Moretti, Stefano, Nardecchia, Marco, Neshatpour, Siavash, Nhung, Dao Thi, Osland, Per, Owen, Patrick H., Panella, Orlando, Pankov, Alexander, Park, Myeonghun, Porod, Werner, Price, Darren, Prosper, Harrison, Raklev, Are, Reuter, Jürgen, Reyes-González, Humberto, Rizzo, Thomas, Robens, Tania, Rojo, Juan, Rosiek, Janusz A., Ruchayskiy, Oleg, Sanz, Veronica, Schmidt-Hoberg, Kai, Scott, Pat, Sekmen, Sezen, Sengupta, Dipan, Sexton-Kennedy, Elizabeth, Shao, Hua-Sheng, Shin, Seodong, Silvestrini, Luca, Singh, Ritesh, Sinha, Sukanya, Sonneveld, Jory, Soreq, Yotam, Stark, Giordon H., Stefaniak, Tim, Thaler, Jesse, Torre, Riccardo, Torrente-Lujan, Emilio, Unel, Gokhan, Vignaroli, Natascia, Waltenberger, Wolfgang, Wardle, Nicholas, Watt, Graeme, Weiglein, Georg, White, Martin J., Williamson, Sophie L., Wittbrodt, Jonas, Wu, Lei, Wunsch, Stefan, You, Tevong, Zhang, Yang, Zurita, José

Publikováno v: SciPost Phys. 9, 022 (2020)

We report on the status of efforts to improve the reinterpretation of searches and measurements at the LHC in terms of models for new physics, in the context of the LHC Reinterpretation Forum. We detail current experimental offerings in direct search

Externí odkaz: http://arxiv.org/abs/2003.07868

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

Autor: Dorigo, Tommaso, Giammanco, Andrea, Vischia, Pietro, Aehle, Max, Bawaj, Mateusz, Boldyrev, Alexey, de Castro Manzano, Pablo, 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

Publikováno v: In Reviews in Physics June 2023 10

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