Features-Enhanced Multi-Attribute Estimation with Convolutional Tensor Correlation Fusion Network

2020 ◽  
Vol 15 (3s) ◽  
pp. 1-23 ◽  
Author(s):  
Mingxing Duan ◽  
Kenli Li ◽  
Xiangke Liao ◽  
Keqin Li ◽  
Qi Tian
Keyword(s):  
Tensor Correlation

scholarly journals A Novel Multi-task Tensor Correlation Neural Network for Facial Attribute Prediction

2020 ◽  
Vol 12 (1) ◽  
pp. 1-22
Author(s):  
Mingxing Duan ◽  
Kenli Li ◽  
Keqin Li ◽  
Qi Tian
Keyword(s):  
Neural Network ◽  
Tensor Correlation

scholarly journals Study of energy-momentum tensor correlation function in N$_f$=2+1 full QCD for QGP viscosities

2019 ◽  
Author(s):  
Yusuke Taniguchi ◽  
Atsushi Baba ◽  
Asobu Suzuki ◽  
Shinji Ejiri ◽  
Kazuyuki Kanaya ◽  
...  
Keyword(s):  
Correlation Function ◽  
Energy Momentum Tensor ◽  
Momentum Tensor ◽  
Tensor Correlation

scholarly journals Energy-momentum tensor correlation function in Nf = 2 + 1 full QCD at finite temperature

2018 ◽  
Vol 175 ◽  
pp. 07013 ◽  
Author(s):  
Yusuke Taniguchi ◽  
Shinji Ejiri ◽  
Kazuyuki Kanaya ◽  
Masakiyo Kitazawa ◽  
Asobu Suzuki ◽  
...  
Keyword(s):  
Correlation Function ◽  
Finite Temperature ◽  
Linear Response ◽  
Quark Mass ◽  
Energy Momentum Tensor ◽  
Gradient Flow ◽  
Momentum Tensor ◽  
Entropy Density ◽  
Tensor Correlation ◽  
Renormalized Energy

We measure correlation functions of the nonperturbatively renormalized energy-momentum tensor in Nf = 2 + 1 full QCD at finite temperature by applying the gradient flow method both to the gauge and quark fields. Our main interest is to study the conservation law of the energy-momentum tensor and to test whether the linear response relation is properly realized for the entropy density. By using the linear response relation we calculate the specific heat from the correlation function. We adopt the nonperturba-tively improved Wilson fermion and Iwasaki gauge action at a fine lattice spacing = 0:07 fm. In this paper the temperature is limited to a single value T ≃ 232 MeV. The u, d quark mass is rather heavy with mπ=mρ ≃ 0:63 while the s quark mass is set to approximately its physical value.

A SYSTEMATIC STUDY OF THE TENSOR CORRELATION IN He AND Li ISOTOPES

2008 ◽  
Vol 23 (27n30) ◽  
pp. 2577-2580
Author(s):  
TAKAYUKI MYO ◽  
HIROSHI TOKI ◽  
SATORU SUGIMOTO ◽  
KIYOSHI KATŌ ◽  
YUMA KIKUCHI ◽  
...  
Keyword(s):  
Nuclear Force ◽  
Operator Method ◽  
Structure Study ◽  
Repulsive Core ◽  
Halo Structure ◽  
Tensor Correlation ◽  
Correlation Operator ◽  
Nuclear Structure Study ◽  
Range Correlation ◽  
New Framework

We investigate the tensor correlations in He and Li isotopes systematically. We propose the tensor-optimized shell model (TOSM) to describe the strong tensor correlation arising from the bare nuclear force in nuclei. Using TOSM for Li isotopes, we investigate the anomalous structures of 9,10,11 Li based on the 9 Li +n+n model where the 9 Li cluster is described by TOSM. As a result, the couplings between the tensor correlation in 9 Li and the extra two neutrons emerge Pauli-blocking, which naturally increases the s2 component to develop the halo structure in 11 Li . We further describe the short-range correlation arising from the repulsive core in the bare nuclear force by the unitary correlation operator method (UCOM). We propose the new framework of TOSM+UCOM for the nuclear structure study starting from the bare nuclear force.

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