Search Results for author: Qibin Liu

Found 2 papers, 1 papers with code

Calo-VQ: Vector-Quantized Two-Stage Generative Model in Calorimeter Simulation

no code implementations10 May 2024 Qibin Liu, Chase Shimmin, Xiulong Liu, Eli Shlizerman, Shu Li, Shih-Chieh Hsu

We introduce a novel machine learning method developed for the fast simulation of calorimeter detector response, adapting vector-quantized variational autoencoder (VQ-VAE).

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