AI-assisted optimization of the ECCE tracking system at the Electron Ion Collider

The Electron-Ion Collider (EIC) is a cutting-edge accelerator facility that will study the nature of the “glue” that binds the building blocks of the visible matter in the universe. The proposed experiment will be realized at Brookhaven National Laboratory in approximately 10 years from now, with de...

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Veröffentlicht in:	Nuclear instruments & methods in physics research. Section A, Accelerators, spectrometers, detectors and associated equipment Accelerators, spectrometers, detectors and associated equipment, 2022-11, Vol.1047 (1)
Hauptverfasser:	Fanelli, C., Suresh, K., Adkins, J. K., Amaryan, M., Gayoso, C. Ayerbe, Baker, M. D., Berdnikov, V., Brash, E., Brindza, P., Brooks, M., Capobianco, R., Chen, K., Chiu, M., Citron, Z., Cline, E., Cohen, E., Crafts, J., Demarteau, Marcel, Diehl, S., Doshita, N., Ehlers, R., Emmert, A., Ent, R., Fatemi, R., Finger, M., Geurts, F., Glimos, Ewa, Greene, S. V., Guo, L., Hoghmrtsyan, A., Huang, J., Huber, G., Hutson, A., Hwang, K. Y., Inaba, M., Joo, K., Kim, A., Kim, C., Kim, M., Kistenev, E., Korover, I., Kuo, C. -M., Kutz, T., Lajoie, J., Lee, H., Lee, Y. -J., Li, X., Liu, K., Liu, M. X., Loizides, Constantinos, Lu, R. -S., Lynch, W., Milov, A., Monaghan, P., Mkrtchyan, H., Nagai, K., Nattrass, C., Okorokov, V. A., Orešić, S., O’Shaughnessy, C., Peters, K., Pinkenburg, C., Pybus, J. R., Rajput-Ghoshal, R., Raue, B., Røed, K., Roland, G. M., Rosati, M., Santiesteban, N., Santos, R., Sarsour, M., Schmidt, Nicolas, Sirca, S., Sharma, D., Shrestha, U., Slifer, K., Strakovsky, I. I., Sun, P., Sun, X., Tang, W. -C., Araya, S. Tapia, Tarafdar, S., Teodorescu, L., Timmins, A., Tomasek, L., Trotta, R., Tveter, T. S., van Hecke, H. W., Van Hulse, C., Voutier, E., Weinstein, L., Wong, C. -P., Wood, L., Woody, C., Xiao, Z., Ye, Z., Yurov, M., Zajc, W. A., Zhang, J. -X., Zhang, Y.
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial Intelligence Bayesian optimization ECCE Electron Ion Collider Evolutionary algorithms INSTRUMENTATION RELATED TO NUCLEAR SCIENCE AND TECHNOLOGY Tracking
Online-Zugang:	Volltext
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