Fig. 3: RBM energy histogram obtained from encoded GEANT4 showers, classically generated samples, and QA-generated samples.
From: Conditioned quantum-assisted deep generative surrogate for particle-calorimeter interactions
a QA samples obtained via inverse temperature estimation per incident energy condition, b single estimated inverse temperature, c single estimated inverse temperature and a sleep time of 2.5 s between API call. d Estimated inverse temperature per incident energy index in a batch of size 104. The solid purple line corresponds to the obtained inverse temperature for each incident energy condition (the dashed purple line corresponds to the average). The red dashed line corresponds to the estimated inverse temperature in the absence of flux biases. The dashed black curve corresponds to the estimated inverse temperature for the single incident energy condition used to generate the QA samples shown in (b, c). e Estimated inverse temperature vs incident energy condition.
