activity
20202026
most citedGPU-accelerated machine learning inference as a service for computing in neutrino experiments

26 citations · 93 across the 8 of their papers we have counts for

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hep-ph2026

Prompting Particle Physics: Tokenized Multi-modal Foundation Models for Combinatorially Many Tasks

Nilotpal Kakati, Daniel Murnane, Baran Hashemi +5

Reconstruction and simulation at a collider experiment are long chains of specialised algorithms, each tuned to a single step. We explore how one model can serve many of those step…

physics.ins-det2026

Exploring the Boundaries of Differentiable Radiation Transport and Detector Simulation

Jeffrey Krupa, Yiyang Zhao, Mihaly Novak +9

We present an application of automatic differentiation for particle transport through matter using a Geant4-like radiation transport simulation with a full electromagnetic physics…