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20142025
most citedDetection of phase transition via convolutional neural network

166 citations · 857 across the 45 of their papers we have counts for

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7 papers · 1 filter

hep-th2019★ 4 cited

Entanglement after Quantum Quenches in Lifshitz Scalar Theories

Keun-Young Kim, Mitsuhiro Nishida, Masahiro Nozaki +3

We study the time evolution of the entanglement entropy after quantum quenches in Lifshitz free scalar theories, with the dynamical exponent , by using the correlator method.…

hep-th2018★ 72 cited

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★ 96 cited

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…

hep-th2018

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…

hep-th2017★ 1 cited

(De)Constructing magnetized dimensions

Yoshiyuki Tatsuta, Akio Tomiya

We provide an origin of family replications in the standard model of particle physics by constructing renormalizable, asymptotically free, four dimensional local gauge theories tha…

hep-th2017★ 41 cited

Quantum Quench and Scaling of Entanglement Entropy

Pawel Caputa, Sumit R. Das, Masahiro Nozaki +1

Global quantum quench with a finite quench rate which crosses critical points is known to lead to universal scaling of correlation functions as functions of the quench rate. In thi…

hep-th2014

Symmetry breaking caused by large R-charge

Akinori Tanaka, Akio Tomiya, Takuya Shimotani

We discuss the gauge symmetry breaking via the Hosotani mechanism by using exact results on supersymmetric gauge theories based on the localization method. We use the theories on S…