Published April 27, 2023 | Version v1
Dataset Open

Generative Machine Learning for Detector Response Modeling with a Conditional Normalizing Flow

Description

The samples are datasets used for testing in the scenarios: baseline (corr0.hdf5), correlation of 0.5 (corr50.hdf5), correlation of 1.0 (corr100.hdf5), and asymmetric detector responses (asymmetric.hdf5). Each file contains the conditional variables, generated and simulated detector responses, and generated and simulated reconstruction-level variables. 

Files

Files (890.7 MB)

Name Size
md5:fae8cbf8f3d7f8878220ce5baef30c0f
169.2 MB Download
md5:41e7137866fce56d8af5ca853968e3a9
184.6 MB Download
md5:b60dfc0c576ec4519b89c9b46da231f7
167.8 MB Download
md5:4b9e85b79ed1181d4858f009d1250bbd
184.6 MB Download
md5:0e0e7cb6de048c6c6313fa99b689e2d2
184.6 MB Download