204 citations · 347 across the 9 of their papers we have counts for
5 papers · 1 filter
BootLoops: an LLM-driven toolkit for exact quantitative science
Matthew D. Schwartz
Much of quantitative science involves difficult mathematical computations: a Feynman integral, evidence for an evolutionary tree, or a regulatory statistic. These are often estimat…
Observable Optimization for Precision Theory: Machine Learning Energy Correlators
Arindam Bhattacharya, Katherine Fraser, Matthew D. Schwartz
The practice of collider physics typically involves the marginalization of multi-dimensional collider data to uni-dimensional observables relevant for some physics task. In any cas…
Precision Hemisphere Masses in the Dijet Region with Power Corrections
Andre H. Hoang, Vicent Mateu, Matthew D. Schwartz +1
We derive high-precision results for the heavy jet mass (HJM) and dihemisphere mass (DHM) distributions, for , in the dijet reg…
A Precise Determination of from the Heavy Jet Mass Distribution
Miguel A. Benitez, Arindam Bhattacharya, Andre H. Hoang +4
A global fit for is performed on available data for the heavy jet mass distribution. The state-of-the-art theory prediction includes fixed-…
Direct photon production with effective field theory
Thomas Becher, Matthew D. Schwartz
The production of hard photons in hadronic collisions is studied using Soft-Collinear Effective Theory (SCET). This is the first application of SCET to a physical, observable cross…