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20162024
most citedTowards reduction of autocorrelation in HMC by machine learning

21 citations · 24 across the 6 of their papers we have counts for

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Showing 2018 · hep-thShow all

2 papers · 2 filters

hep-th2018

Deep Learning and Holographic QCD

Koji Hashimoto, Sotaro Sugishita, Akinori Tanaka +1

We apply the relation between deep learning (DL) and the AdS/CFT correspondence to a holographic model of QCD. Using a lattice QCD data of the chiral condensate at a finite tempera…

hep-th2018

Deep Learning and AdS/CFT

Koji Hashimoto, Sotaro Sugishita, Akinori Tanaka +1

We present a deep neural network representation of the AdS/CFT correspondence, and demonstrate the emergence of the bulk metric function via the learning process for given data set…