755 citations · 7.6k across the 89 of their papers we have counts for
5 papers · 1 filter
Challenges for Unsupervised Anomaly Detection in Particle Physics
Katherine Fraser, Samuel Homiller, Rashmish K. Mishra +2
Anomaly detection relies on designing a score to determine whether a particular event is uncharacteristic of a given background distribution. One way to define a score is to use au…
Quark-Gluon Backscattering in the Regge Limit at One-Loop
Arindam Bhattacharya, Aneesh V. Manohar, Matthew D. Schwartz
At small momentum transfer, the quark-gluon scattering cross section dσ/dt has a power-law divergence in the backward scattering region where the outgoing quark is nearly collinear…
Implications of the Landau Equations for Iterated Integrals
Holmfridur S. Hannesdottir, Andrew J. McLeod, Matthew D. Schwartz +1
We introduce a method for deriving constraints on the symbol of Feynman integrals from the form of their asymptotic expansions in the neighborhood of Landau loci. In particular, we…
Modern Machine Learning and Particle Physics
Matthew D. Schwartz
Over the past five years, modern machine learning has been quietly revolutionizing particle physics. Old methodology is being outdated and entirely new ways of thinking about data…
The Compton Scattering Total Cross Section at Next-to-Leading Order
Roman N. Lee, Matthew D. Schwartz, Xiaoyuan Zhang
An analytic formula is given for the total scattering cross section of an electron and a photon at order . This includes both the double-Compton scattering real-emission contr…