Prompting Particle Physics

One tokenised model that takes any subset of reconstruction objects and predicts any other, covering particle flow and detector simulation.

Made by
Nilotpal Kakati, Daniel Murnane, Baran Hashemi and others
Field
Collider physics
Learns from
Simulated jets as tracks, calorimeter cells, clusters and particles
Size
Not stated
Open weights
Not stated
First public
Sept 2026

How it relates to Flare

The nearest published idea to CERN's aim of a model that learns across the whole reconstruction chain at once.

Every figure here is from the source above, checked 17 October 2026. Something changed? Email [email protected].

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