Big Data in HEP: A comprehensive use case study. - Oliver Gutsche; Matteo Cremonesi; Peter Elmer; Bo Jayatilaka; Jim Kowalkowski; Jim Pivarski; Saba Sehrish; Cristina Mantilla Suarez; Alexey Svyatkovskiy; Nhan Tran (CoRR, 2017)

Differentiable Earth mover's distance for data compression at the high-luminosity LHC. - Rohan Shenoy; Javier M. Duarte; Christian Herwig; James Hirschauer; Daniel Noonan; Maurizio Pierini; Nhan Tran; Cristina Mantilla Suarez (Mach. Learn. Sci. Technol., 2023)

Reconstruction of boosted and resolved multi-Higgs-boson events with symmetry-preserving attention networks. - Haoyang Li; Marko Stamenkovic; Alexander Shmakov; Michael Fenton; Darius Shih-Chieh Chao; Kaitlyn Maiya White; Caden Mikkelsen; Jovan Mitic; Cristina Mantilla Suarez; Melissa Quinnan; Greg Landsberg; Harvey B. Newman; et al. (CoRR, 2024)