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20122026
most citedDetection of phase transition via convolutional neural network

166 citations · 503 across the 24 of their papers we have counts for

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13 papers · 1 filter

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-th2016

Comments on SUSY Exact Action in 3D Supergravity

Norihiro Iizuka, Akinori Tanaka

We consider 2+1 dimensional off-shell N = 1 pure supergravity that is constructed from graviton, gravitino and auxiliary field. We show that the supersymmetric invariant and…

hep-th2015★ 3 cited

Varieties of Abelian mirror symmetry on

Hironori Mori, Akinori Tanaka

We study 3d mirror symmetry with loop operators, Wilson loop and Vortex loop, and multi-flavor mirror symmetry through utilizing the index formu…

hep-th2015★ 6 cited

Exact Path Integral for 3D Higher Spin Gravity

Masazumi Honda, Norihiro Iizuka, Akinori Tanaka +1

Extending the works arXiv:1504.05991 and arXiv:1510.02142, we study three dimensional Euclidean higher spin gravity with negative cosmological constant. This theory can be formulat…

hep-th2015

Single-flavor Abelian mirror symmetry on

Hironori Mori, Takeshi Morita, Akinori Tanaka

The supercoonformal index on can be derived exactly by the localization technique and applied to the direct proof of Abelian mirror symmetry…

hep-th2015★ 7 cited

Exact Path Integral for 3D Quantum Gravity II

Masazumi Honda, Norihiro Iizuka, Akinori Tanaka +1

Continuing the work arXiv:1504.05991, we discuss various aspects of three dimensional quantum gravity partition function in AdS in the semi-classical limit. The partition function…

hep-th2015★ 12 cited

Abelian 3d mirror symmetry on with

Akinori Tanaka, Hironori Mori, Takeshi Morita

We consider a new 3d superconformal index defined as the path integral over , and get the generic formula for this index with arbitrary number of…

hep-th2015★ 16 cited

Exact Path Integral for 3D Quantum Gravity

Norihiro Iizuka, Akinori Tanaka, Seiji Terashima

Three dimensional Euclidean pure gravity with a negative cosmological constant can be formulated in terms of the Chern-Simons theory, classically. This theory can be written in a s…

hep-th2014★ 13 cited

Superconformal index on and mirror symmetry

Akinori Tanaka, Hironori Mori, Takeshi Morita

We study supersymmetric gauge theories on and compute the superconformal index by using the localization technique. We conside…

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…

hep-th2013★ 18 cited

Localization on round sphere revisited

Akinori Tanaka

We consider supersymmetric gauge theories on round 3-sphere with a certain background gauge field. The Lagrangians break the usual symmetry because the background gauge field which…

hep-th2012★ 18 cited

Comments on knotted 1/2 BPS Wilson loops

Akinori Tanaka

In this paper, we show that the localization of three-dimensional N = 2 supersymmetric Chern-Simons theory on the ellipsoid-like squashed sphere is related to a nontrivial knot str…