- SLAC National Accelerator LaboratoryUS5.1k papers
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- University of California, BerkeleyUS2.2k papers
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- Lawrence Berkeley National LaboratoryUS1.7k papers
- Massachusetts Institute of TechnologyUS1.7k papers
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- University of Maryland, College ParkUS1.4k papers
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1,237 papers · 1 filter
Two-loop leading-color QCD corrections for Higgs plus two-jet production in the heavy-top limit
Giuseppe De Laurentis, Harald Ita, Viktor Kuschke +2
We present the leading-color two-loop QCD corrections for Higgs-boson production in association with two jets through gluon fusion in the heavy-top effective theory. We provide ana…
Constructing Dimension-8 SMEFT from Conserved Currents
Leonardo P. G. De Assis
Effective Field Theories (EFTs) are the primary tool for interpreting precision collider data in the absence of new resonances. However, in the dimension-8 Standard Model Effective…
Optimal Transport Event Representation for Anomaly Detection
Tianji Cai, Aditya Bhargava, Benjamin Nachman
We introduce optimal transport (OT) as a physics-based intermediate event representation for weakly supervised anomaly detection. With only injection of resonant signals in…
OmniLearned: A Foundation Model Framework for All Tasks Involving Jet Physics
Wahid Bhimji, Chris Harris, Vinicius Mikuni +1
Foundation models use large datasets to build an effective representation of data that can be deployed on diverse downstream tasks. Previous research developed the OmniLearn founda…
Deep Image Reconstruction for Background Subtraction in Heavy-Ion Collisions
Umar Sohail Qureshi, Raghav Kunnawalkam Elayavalli
Jet reconstruction in an ultra-relativistic heavy-ion collision suffers from a notoriously large, fluctuating thermal background. Traditional background subtraction methods struggl…
A Practical Guide to Unbinned Unfolding
Florencia Canelli, Kyle Cormier, Andrew Cudd +12
Unfolding, in the context of high-energy particle physics, refers to the process of removing detector distortions in experimental data. The resulting unfolded measurements are stra…