Build Big or Build Smart: Examing Scale and Domain Knowledge in Machine Learning for Fundamental Physics

Name: Build Big or Build Smart: Examing Scale and Domain Knowledge in Machine Learning for Fundamental Physics
Start: 2025-09-03T10:00:00+02:00
End: 2025-09-05T17:00:00+02:00
Location: IAS

3–5 Sept 2025

IAS

Europe/Berlin timezone

What we actually want: The misspecified promise of FMs

5 Sept 2025, 10:30

35m

Auditorium (IAS)

Auditorium

IAS

Lichtenbergstraße 2a 85748 Garching bei München

Micah Bowles

2025_BuildBigorBuildSmart_FM_physics.pdf

Build Big or Build Smart: Examing Scale and Domain Knowledge in Machine Learning for Fundamental Physics

What we actually want: The misspecified promise of FMs

Auditorium

IAS

Speaker

Presentation materials

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Build Big or Build Smart: Examing Scale and Domain Knowledge in Machine Learning for Fundamental Physics

Speaker

Presentation materials