Constraining effective field theories with machine learning

oleh Johann Brehmer, Kyle Stuart Cranmer, Gilles Louppe, Juan Guillermo Pavez Sepulveda, Alexander Held
Terbitan: 2019

pyhf: a pure Python implementation of HistFactory with tensors and autograd

oleh Lukas Alexander Heinrich, Matthew Feickert, Giordon Holtsberg Stark, Kyle Stuart Cranmer
Terbitan: 2019

Likelihood preservation and statistical reproduction of searches for new physics

oleh Giordon Holtsberg Stark, Lukas Alexander Heinrich, Matthew Feickert, Kyle Stuart Cranmer
Terbitan: 2019

Generative modeling for shower simulation in ATLAS

oleh Dalila Salamani, Tobias Golling, Graeme A Stewart, Stefan Gadatsch, Johnny Raine, Aishik Ghosh, David Rousseau, Gilles Louppe, Kyle Stuart Cranmer
Terbitan: 2019

Fast simulation methods in ATLAS: from classical to generative models

oleh Aishik Ghosh, Dalila Salamani, David Rousseau, Gilles Louppe, Graeme A Stewart, Hasib Ahmed, Heather Gray, Jana Schaarschmidt, John Derek Chapman, Johnny Raine, Kyle Stuart Cranmer, Stefan Gadatsch, Tobias Golling, Tommaso Lari, Vincent Pascuzzi
Terbitan: 2019