Neural networks can be FLOP-efficient integrators of 1D oscillatory integrands

1 code implementation • 9 Apr 2024 • Anshuman Sinha, Spencer H. Bryngelson

We train a feed-forward neural network to compute integrals of highly oscillatory 1D functions.

The Optimal use of Segmentation for Sampling Calorimeters

1 code implementation • 2 Oct 2023 • Fernando Torales Acosta, Bishnu Karki, Piyush Karande, Aaron Angerami, Miguel Arratia, Kenneth Barish, Ryan Milton, Sebastián Morán, Benjamin Nachman, Anshuman Sinha

One of the key design choices of any sampling calorimeter is how fine to make the longitudinal and transverse segmentation.

Segmentation