49 citations · 79 across the 4 of their papers we have counts for
4 papers
Scientific CMOS sensors in Astronomy: IMX455 and IMX411
Miguel R. Alarcon, Javier Licandro, Miquel Serra-Ricart +3
Scientific complementary metal-oxide-semiconductor (CMOS) detectors have developed quickly in recent years thanks to their low cost and high availability. They also have some advan…
Exhaustive Neural Importance Sampling applied to Monte Carlo event generation
Sebastian Pina-Otey, Federico Sánchez, Thorsten Lux +1
The generation of accurate neutrino-nucleus cross-section models needed for neutrino oscillation experiments require simultaneously the description of many degrees of freedom and p…
Efficient sampling generation from explicit densities via Normalizing Flows
Sebastian Pina-Otey, Thorsten Lux, Federico Sánchez +1
For many applications, such as computing the expected value of different magnitudes, sampling from a known probability density function, the target density, is crucial but challeng…
Likelihood-free inference of experimental Neutrino Oscillations using Neural Spline Flows
Sebastian Pina-Otey, Federico Sánchez, Vicens Gaitan +1
In machine learning, likelihood-free inference refers to the task of performing an analysis driven by data instead of an analytical expression. We discuss the application of Neural…