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

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

<p>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, due to the large dimensionality of the space of possible choices for geometry, detection technology, materials, data-acquisition, and...

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Príomhchruthaitheoirí: Dorigo, T, Giammanco, A, Vischia, P, Aehle, M, Bawaj, M, Boldyrev, A, de Castro Manzano, P, Derkach, D, Donini, J, Edelen, A, Fanzago, F, Gauger, NR, Glaser, C, Baydin, AG, Heinrich, L, Keidel, R, Kieseler, J, Krause, C, Lagrange, M, Lamparth, M, Layer, L, Maier, G, Nardi, F, Pettersen, HES, Ramos, A, Ratnikov, F, Röhrich, D, de Austri, RR, del Árbol, PMR, Savchenko, O, Simpson, N, Strong, GC, Taliercio, A, Tosi, M, Ustyuzhanin, A, Zaraket, H
Formáid: Journal article
Teanga:English
Foilsithe / Cruthaithe: Elsevier 2023

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