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End-to-End Detector Optimization with Diffusion models: A Case Study in Sampling Calorimeters
Kylian Schmidt
,
Nikhil Kota
,
Jan Kieseler
,
Andrea De Vita
,
Markus Klute
,
Abhishek
,
Max Aehle
,
Muhammad Awais
,
Alessandro Breccia
,
Riccardo Carroccio
,
Long Chen
,
Tommaso Dorigo
,
Nicolas Gauger
,
Enrico Lupi
,
Federico Nardi
,
Xuan Tung Nguyen
,
Fredrik Sandin
,
Joseph Willmore
,
Pietro Vischia
Cite
arXiv
URL
Deep Regression of Muon Energy with a K-Nearest Neighbor Algorithm
T. Dorigo
,
Sofia Guglielmini
,
Jan Kieseler
,
Lukas Layer
,
Giles C. Strong
Cite
arXiv
URL
Toward the End-to-End Optimization of Particle Physics Instruments with Differentiable Programming: a White Paper
Tommaso Dorigo
,
Andrea Giammanco
,
Pietro Vischia
,
Max Aehle
,
Mateusz Bawaj
,
Alexey Boldyrev
,
Pablo De Castro Manzano
,
Denis Derkach
,
Julien Donini
,
Auralee Edelen
,
Federica Fanzago
,
Nicolas Gauger
,
Christian Glaser
,
Atılım G. Baydin
,
Lukas Heinrich
,
Ralf Keidel
,
Jan Kieseler
,
Claudius Krause
,
Maxime Lagrange
,
Max Lamparth
,
Lukas Layer
,
Gernot Maier
,
Federico Nardi
,
Helge E. S. Pettersen
,
Alberto Ramos
,
Fedor Ratnikov
,
Dieter Röhrich
,
Roberto Ruiz De Austri
,
Pablo Martínez Ruiz Del Árbol
,
Oleg Savchenko
,
Nathan Simpson
,
Giles C. Strong
,
Angela Taliercio
,
Mia Tosi
,
Andrey Ustyuzhanin
,
Haitham Zaraket
Cite
arXiv
URL
Adversarial Variational Optimization of Non-Differentiable Simulators
Gilles Louppe
,
Joeri Hermans
,
Kyle Cranmer
Cite
arXiv
URL
Approximating Likelihood Ratios with Calibrated Discriminative Classifiers
Kyle Cranmer
,
Juan Pavez
,
Gilles Louppe
Cite
arXiv
URL
Cite
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