2 papers
hep-ex2026
RTL Fault Injection of a Deployed Graph Neural Network Trigger for Belle II
Georgios Sotiropoulos, Marc Neu, Tanja Harbaum +2
As particle physics detectors grow in scale, High Energy Physics experiments must process ever-increasing data volumes. Level-1 trigger systems, implemented on Field-Programmable G…
physics.chem-ph2026
Contrastive Regularization of Machine Learning Potentials
Dimitrios Tzivrailis, Georgios Sotiropoulos, Alberto Rosso +1
Machine learning interatomic potentials are trained to predict energies and forces but built to be sampled: their purpose is to drive molecular simulations whose observables averag…