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19922026
most citedSciPy 1.0--Fundamental Algorithms for Scientific Computing in Python

40.2k citations

Showing 2020 · hep-phShow all

22 papers · 2 filters

hep-ph2020★ 26 cited

Explainable machine learning of the underlying physics of high-energy particle collisions

Yue Shi Lai, Duff Neill, Mateusz Płoskoń +1

We present an implementation of an explainable and physics-aware machine learning model capable of inferring the underlying physics of high-energy particle collisions using the inf…

hep-ph2020★ 23 cited

Nuclear matter effects on jet production at electron-ion colliders

Hai Tao Li, Ivan Vitev

Jet production and jet substructure in reactions with nuclei at future electron-ion colliders will play a preeminent role in the exploration of nuclear structure and the evolution…

hep-ph2020★ 5 cited

Three-loop soft function for energetic electroweak boson production at hadron colliders

Ze Long Liu, Maximilian Stahlhofen

We calculate the three-loop soft function for the production of an electroweak boson (Higgs, , , ) with large transverse momentum at a hadron collider. It is the first…

hep-ph2020★ 39 cited

Factorization at Subleading Power and Endpoint Divergences in Decay: II. Renormalization and Scale Evolution

Ze Long Liu, Bianka Mecaj, Matthias Neubert +1

Building on the recent derivation of a bare factorization theorem for the -quark induced contribution to the decay amplitude based on soft-collinear effective theory, w…

hep-ph2020★ 35 cited

Signals of the QCD axion with mass of 17 MeV/c^2: nuclear transitions and light meson decays

Daniele S. M. Alves

The QCD axion remains experimentally viable in the mass range of O(10 MeV) if (i) it couples predominantly to the first generation of SM fermions; (ii) it decays to with…

hep-ph2020★ 57 cited

Factorization at Subleading Power, Sudakov Resummation and Endpoint Divergences in Soft-Collinear Effective Theory

Ze Long Liu, Bianka Mecaj, Matthias Neubert +1

Starting from the first renormalized factorization theorem for a process described at subleading power in soft-collinear effective theory, we discuss the resummation of Sudakov log…