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

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

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

Πηγή: Machine Learning. 5(3)

Θεματικοί όροι: detector design, differentiable programming, differentiable optimisation, end-to-end optimisation, muon tomography, inference aware learning, automatic differentiation, Machine Learning, Maskininlärning

Περιγραφή αρχείου: electronic

Σύνδεσμος πρόσβασης: https://urn.kb.se/resolve?urn=urn:nbn:se:ltu:diva-108312
https://doi.org/10.1088/2632-2153/ad52e7

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Συγγραφείς: Al-Dojayli, M., Meguid, S. A.

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Περιγραφή αρχείου: application/xml

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Συγγραφείς: Xu, Mingda

Θεματικοί όροι: visual place recognition, deep neural networks, robotic vision, optimisation, dynamic time warping, differentiable optimisation, SLAM, state estimation

Περιγραφή αρχείου: application/pdf

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

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

Όροι ευρετηρίου: detector design, differentiable programming, differentiable optimisation, end-to-end optimisation, muon tomography, inference aware learning, automatic differentiation, Software Engineering, Programvaruteknik, Article in journal, info:eu-repo/semantics/article, text

Σύνδεσμος: http://urn.kb.se/resolve?urn=urn:nbn:se:ltu:diva-108312
Machine Learning : Science and Technology, 2024, 5:3