20 citations · 36 across the 10 of their papers we have counts for
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hep-ex2023★ 3 cited
CaloQVAE : Simulating high-energy particle-calorimeter interactions using hybrid quantum-classical generative models
Sehmimul Hoque, Hao Jia, Abhishek Abhishek +6
The Large Hadron Collider's high luminosity era presents major computational challenges in the analysis of collision events. Large amounts of Monte Carlo (MC) simulation will be re…
cs.LG2023★ 1 cited
Analyzing the Performance of Deep Encoder-Decoder Networks as Surrogates for a Diffusion Equation
J. Quetzalcoatl Toledo-Marin, James A. Glazier, Geoffrey Fox
Neural networks (NNs) have proven to be a viable alternative to traditional direct numerical algorithms, with the potential to accelerate computational time by several orders of ma…