3 papers
hep-ph2025
All is More: Energy Flow Networks for Jet Quenching
João A. Gonçalves
Jet quenching, the modification of jets by the quark-gluon plasma in heavy-ion collisions, provides a sensitive probe of the properties of the medium. A jet-by-jet discrimination s…
hep-ph2025
Apples to Apples in Jet Quenching: robustness of Machine Learning classification of quenched jets to Underlying Event contamination
João Arruda Gonçalves, José Guilherme Milhano
Progress in the theoretical understanding of parton branching dynamics within an expanding Quark Gluon Plasma relies on detailed and fair comparisons with experimental data for rec…
cs.CL2024
Combining Autoregressive and Autoencoder Language Models for Text Classification
João Gonçalves
This paper presents CAALM-TC (Combining Autoregressive and Autoencoder Language Models for Text Classification), a novel method that enhances text classification by integrating aut…