12–16 Dec 2022
IISER Mohali
Asia/Kolkata timezone

Diffractive Vector Meson production using Sartre with Machine Learning

16 Dec 2022, 14:00
1h
LHC Foyer (IISER Mohali)

LHC Foyer

IISER Mohali

Lecture Hall Complex, IISER Mohali, Sector 81, Knowledge city, SAS Nagar, Punjab, India
Poster Poster - 4

Speaker

jaswant singh (student)

Description

We use Machine Learning with an event-generator (Sar$t$re) for
the process: $e \p\rightarrow e'\ p' \ V_M $, $e \ A\rightarrow e'\ A' \ V_M $ .
Sar$t$re uses 3-dimensional look-up tables to generate events
in which the first two moments of the Amplitude are stored. In eA collisions the generation of these lookup tables takes many months. I will present a method, using neural networks, which reduces the computing time by up to 90%. This will be important for doing simulations in the ongoing preparations for the electron-ion collider.

Session Heavy Ions and QCD

Author

jaswant singh (student)

Co-author

Presentation materials

There are no materials yet.