10 citations · 21 across the 6 of their papers we have counts for
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physics.ins-det2022★ 8 cited
Toward the End-to-End Optimization of Particle Physics Instruments with Differentiable Programming: a White Paper
Tommaso Dorigo, Andrea Giammanco, Pietro Vischia +33
The full optimization of the design and operation of instruments whose functioning relies on the interaction of radiation with matter is a super-human task, given the large dimensi…
hep-ex2022★ 2 cited
Deep Regression of Muon Energy with a K-Nearest Neighbor Algorithm
T. Dorigo, Sofia Guglielmini, Jan Kieseler +2
Within the context of studies for novel measurement solutions for future particle physics experiments, we developed a performant kNN-based regressor to infer the energy of highly-r…