Jun 25 – 28, 2024
ETH Zurich
Europe/Zurich timezone

Implicit Neural Representation for Modeling the Photon Transportation in a LArTPC

Jun 28, 2024, 9:00 AM
25m
HCI J4 (ETH Zurich)

HCI J4

ETH Zurich

ETH Zürich, Hönggerberg campus, Stefano-​​Franscini-​Platz 5, 8093 Zurich, Switzerland.

Speaker

Patrick Tsang (SLAC)

Description

Modeling the light propagation in LArTPC with sinusoidal representation networks (SIREN) is scalable and capable of being calibrated using data.
In this talk, I will demonstrate a few applications of the SIREN in position reconstruction and charge-light signal correlation.

Type of contribution Talk: 30 minutes.

Primary author

Presentation materials