Neural network-based differential equation solver and application to medium induced radiation

16 Aug 2022, 15:50
20m
Foyer of VMP8 (University of Hamburg)

Foyer of VMP8

University of Hamburg

Von-Melle-Park 8 20146 Hamburg Germany

Speaker

Chang Wu (Technion - Israel Institute of Technology)

Description

In this talk, I will present the differential equation solver by using machine learning methods and apply it to solve the evolution equation in QCD as the proof-of-concept, such as the DGLAP equation. Moreover, I will use this method to study the medium-induced radiation loss by solving the time-dependent Schrodinger equation (TDSE) for the light-cone path integral (LCPI) approach, developed by Zakharov.

Primary author

Chang Wu (Technion - Israel Institute of Technology)

Presentation materials