6 citations · 6 across the 2 of their papers we have counts for
2 papers
hep-ph2025
Reweighting and Analysing Event Generator Systematics by Neural Networks on High-Level Features
Amon Furuichi, Sung Hak Lim, Mihoko M. Nojiri
The state-of-the-art deep learning (DL) models for jet classification use jet constituent information directly, improving performance tremendously. This draws attention to interpre…
hep-ph2023★ 6 cited
Jet Classification Using High-Level Features from Anatomy of Top Jets
Amon Furuichi, Sung Hak Lim, Mihoko M. Nojiri
Recent advancements in deep learning models have significantly enhanced jet classification performance by analyzing low-level features (LLFs). However, this approach often leads to…