Deep Learning, Dark Knowledge, and Dark Matter. - Peter J. Sadowski; Julian Collado; Daniel Whiteson; Pierre Baldi (HEPML@NIPS, 2014)

Deep-Learning-Based Kinematic Reconstruction for DUNE. - Junze Liu; Jordan Ott; Julian Collado; Benjamin Jargowsky; Wenjie Wu; Jianming Bian; Pierre Baldi (CoRR, 2020)

Sherpa: Robust hyperparameter optimization for machine learning. - Lars Hertel; Julian Collado; Peter J. Sadowski; Jordan Ott; Pierre Baldi (SoftwareX, 2020)

Machine Learning in Physics. - Julian Collado (2021)

Keep on Swimming: Real Attackers Only Need Partial Knowledge of a Multi-Model System. - Julian Collado; Kevin Stangl (CoRR, 2024)