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Found 4 papers, 2 papers with code
Application of Structured State Space Models to High energy physics with locality-sensitive hashing
Modern high-energy physics (HEP) experiments are increasingly challenged by the vast size and complexity of their datasets, particularly regarding large-scale point cloud processing and long sequences.
BUFF: Boosted Decision Tree based Ultra-Fast Flow matching
Tabular data stands out as one of the most frequently encountered types in high energy physics.
Particle Transformer for Jet Tagging
Based on the large dataset, we propose a new Transformer-based architecture for jet tagging, called Particle Transformer (ParT).
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Jet Tagging
on JetClass
Schrödinger PCA: On the Duality between Principal Component Analysis and Schrödinger Equation
Counterintuitively, by drawing the connection between PCA and Schr\"odinger equation, we can not only attack the undersampling challenge but also compute in an efficient and decoupled way with the proposed algorithm called Schr\"odinger PCA.
