166 citations · 857 across the 45 of their papers we have counts for
4 papers · 1 filter
Phase transition encoded in neural network
Kouji Kashiwa, Yuta Kikuchi, Akio Tomiya
We discuss an aspect of neural networks for the purpose of phase transition detection. To this end, we first train the neural network by feeding Ising/Potts configurations with lab…
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…
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…
Entanglement Spreading and Oscillation
Mitsuhiro Nishida, Masahiro Nozaki, Yuji Sugimoto +1
We study dynamics of quantum entanglement in smooth global quenches with a finite rate, by computing the time evolution of entanglement entropy in 1 + 1 dimensional free scalar the…