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On the Codesign of Scientific Experiments and Industrial Systems
Tommaso Dorigo
,
Pietro Vischia
,
Shahzaib Abbas
,
Tosin Adewumi
,
Lama Alkhaled
,
Lorenzo Arsini
,
Muhammad Awais
,
Maxim Borisyak
,
András Bóta
,
Florian Bury
,
Sascha Caron
,
James Carzon
,
Long Chen
,
Prakash C. Chhipa
,
Paul Christakopoulos
,
Jacopo De Piccoli
,
Andrea De Vita
,
Zlatan Dimitrov
,
Michele Doro
,
Luigi Favaro
,
Francesco Ferranti
,
Santiago Folgueras
,
Rihab Gargouri
,
Nicolas R. Gauger
,
Andrea Giammanco
,
Christian Glaser
,
Tobias Golling
,
João A. Gonçalves
,
Hui Han
,
Hamza Hanif
,
Lukas Heinrich
,
Yan Chai Hum
,
Florent Imbert
,
Andreas Ipp
,
Michael Kagan
,
Noor Kainat Syeda
,
Rukshak Kapoor
,
Aparup Khatua
,
Eduard J. Kerkhoven
,
Jan Kieseler
,
Tobias Kortus
,
Ashish Kumar Singh
,
Marius S. Köppel
,
Daniel Lanchares
,
Ann Lee
,
Pelayo Leguina
,
Christos Leonidopoulos
,
Giuseppe Levi
,
Boying Li
,
Chang Liu
,
Marcus Liwicki
,
Karl Lowenmark
,
Enrico Lupi
,
Carlo Mancini-Terracciano
,
Dominik Maršík
,
Leonidas Matsakas
,
Hamam Mokayed
,
Federico Nardi
,
Amirhossein Nayebiastaneh
,
Xuan T. Nguyen
,
Aitor Orio
,
Jingjing Pan
,
Jigar Patel
,
Carmelo Pellegrino
,
María Pereira Martínez
,
Karolos Potamianos
,
Shah Rukh Qasim
,
Martin Ravn
,
Luis Recabarren Vergara
,
Humberto Reyes-González
,
Hipolito A. Riveros Guevara
,
Ippocratis D. Saltas
,
Rajkumar Saini
,
Fredrik Sandin
,
Alexander Schilling
,
Kylian Schmidt
,
Nicola Serra
,
Saqib Shahzad
,
Foteini Simistira Liwicki
,
Giles C. Strong
,
Kristian Tchiorniy
,
Mia Tosi
,
Andrey Ustyuzhanin
,
Xabier Cid Vidal
,
Kinga A. Wozniak
,
Mengqing Wu
,
Zahraa Zaher
Cite
arXiv
URL
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 R. Gauger
,
Enrico Lupi
,
Federico Nardi
,
Xuan Tung Nguyen
,
Fredrik Sandin
,
Joseph Willmore
,
Pietro Vischia
Cite
arXiv
URL
Optimization Using Pathwise Algorithmic Derivatives of Electromagnetic Shower Simulations
Max Aehle
,
Mihály Novák
,
Vassil Vassilev
,
Nicolas R. Gauger
,
Lukas Heinrich
,
Michael Kagan
,
David Lange
Cite
arXiv
URL
Branches of a Tree: Taking Derivatives of Programs with Discrete and Branching Randomness in High Energy Physics
Michael Kagan
,
Lukas Heinrich
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 R. 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
Muon Energy Measurement from Radiative Losses in a Calorimeter for a Collider Detector
Tommaso Dorigo
,
Jan Kieseler
,
Lukas Layer
,
Giles Strong
Cite
arXiv
URL
Approximating Likelihood Ratios with Calibrated Discriminative Classifiers
Kyle Cranmer
,
Juan Pavez
,
Gilles Louppe
Cite
arXiv
URL
Cite
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