10–12 Dec 2024
Royal Plaza Montreux & Spa
Europe/Zurich timezone

Surrogate models (15'+10')

12 Dec 2024, 10:05
25m
Royal Plaza Montreux & Spa

Royal Plaza Montreux & Spa

Av. Claude Nobs 7 1820 Montreux Suisse

Speaker

Francesco Maria Velotti (CERN)

Description

Why surrogate models and why surrogates with ML?
How to incorporate inductive bias? PINNs, symmetries,…
Examples and prospects
Infrastructure requirements for full integration in control room (storage, refer back to previous talk,…)

Presentation materials