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physics.ins-det2023★ 1 cited
Separation of electrons from pions in GEM TRD using deep learning
Nilay Kushawaha, Yulia Furletova, Ankhi Roy +1
Machine learning (ML) is no new concept in the high-energy physics community, in fact, many ML techniques have been employed since the early 80s to deal with a broad spectrum of ph…
physics.ins-det2019★ 29 cited
AI-optimized detector design for the future Electron-Ion Collider: the dual-radiator RICH case
E. Cisbani, A. Del Dotto, C. Fanelli +44
Advanced detector R&D requires performing computationally intensive and detailed simulations as part of the detector-design optimization process. We propose a general approach to t…