Global Neutrino Network (GNN) Meeting 2026 (formerly MANTS)

NEPTUNE transformer models and its usage in a new event selection

25 May 2026, 14:40

20m

Nikhef

Analysis Tools, ML Algorithms, Low-Level Reconstructions, Triggers, ... Topical Sessions

Speaker

Felix Yu

Description

I want to give a talk about my machine learning work in IceCube (specifically regarding the NEPTUNE transformer models and its usage in a new event selection). I will be discussing aspects and features of the model and its training procedure that will be applicable and useful to any type of ML-based model, which should make it interesting across experiments.