I. Watson

activity

20152024

most citedThe Belle II Physics Book

570 citations · 629 across the 13 of their papers we have counts for

collaborators

Showing 2020Show all

4 papers · 1 filter

hep-ph2020★ 16 cited

Quark Gluon Jet Discrimination with Weakly Supervised Learning

Jason Sang Hun Lee, Sang Man Lee, Yunjae Lee +3

Deep learning techniques are currently being investigated for high energy physics experiments, to tackle a wide range of problems, with quark and gluon discrimination becoming a be…

hep-ex2020★ 26 cited

Quark-Gluon Jet Discrimination Using Convolutional Neural Networks

Jason Sang Hun Lee, Inkyu Park, Ian James Watson +1

Currently, newly developed artificial intelligence techniques, in particular convolutional neural networks, are being investigated for use in data-processing and classification of…

hep-ex2020★ 6 cited

Zero-Permutation Jet-Parton Assignment using a Self-Attention Network

Jason Sang Hun Lee, Inkyu Park, Ian James Watson +1

In high-energy particle physics events, it can be advantageous to find the jets associated with the decays of intermediate states, for example, the three jets produced by the hadro…

hep-ex2020

Measurement of the branching fraction $B (B ˉ^{0} \to D^{*+} ℓ^{-} ν ˉ_{ℓ})$ with early Belle II data

Belle II Collaboration, F. Abudinén, I. Adachi +533

We measure the branching fractions for the decays $B ˉ^{0} \to D^{*+} e^{-} ν ˉ_{e}$ and $B ˉ^{0} \to D^{*+} μ^{-} ν ˉ_{μ}$ using $8.70 \pm 0.09 fb^{- 1}$ of data collecte…

Quark Gluon Jet Discrimination with Weakly Supervised Learning

Quark-Gluon Jet Discrimination Using Convolutional Neural Networks

Zero-Permutation Jet-Parton Assignment using a Self-Attention Network

Measurement of the branching fraction B(Bˉ0→D∗+ℓ−νˉℓ​) with early Belle II data

Measurement of the branching fraction $B (B ˉ^{0} \to D^{*+} ℓ^{-} ν ˉ_{ℓ})$ with early Belle II data