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

Machine-learning-based optimization of neutrino telescope designs

25 May 2026, 14:20

20m

Nikhef

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

Speaker

Kristian Tchiorniy (Technical University of Munich)

Description

I work on machine-learning-based optimization of neutrino telescope designs (i.e. string placement) (with a focus on the future design of P-ONE). I think it would be relevant and I would want to see if there is interest to apply this to other experiments.