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The Study on the Text Classification Based on Graph Convolutional Network and BiLSTM
Applied Sciences, 2022 Graph Convolutional Neural Network (GCN) is widely used in text classification tasks. Furthermore, it has been effectively used to accomplish tasks that are thought to have a rich relational structure.
Bingxin Xue +3 more
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Generalized Reich-Moore R-matrix approximation
EPJ Web of Conferences, 2017 A conventional Reich-Moore approximation (RMA) of R-matrix is generalized into a manifestly unitary form by introducing a set of resonant capture channels treated explicitly in a generalized, reduced R-matrix.
Arbanas Goran +5 more
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Detecting spatial patterns with the cumulant function. Part I: The theory [PDF]
, 2007 In climate studies, detecting spatial patterns that largely deviate from the sample mean still remains a statistical challenge. Although a Principal Component Analysis (PCA), or equivalently a Empirical Orthogonal Functions (EOF) decomposition, is often ...
Bernacchia, Alberto, Naveau, Philippe
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Advances in Materials Science and Engineering, 2021 Multilayer composite structures have been widely used in industrial manufacturing, and nondestructive testing of these multilayer structures is to ensure their reliable quality and performance.
Xufei Guo, Yan Han
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Non-resonant direct p- and d-wave neutron capture by 12C [PDF]
, 1998 Discrete gamma-rays from the neutron capture state of 13C to its low-lying bound states have been measured using pulsed neutrons at En = 550 keV. The partial capture cross sections have been determined to be 1.7+/-0.5, 24.2+/-1.0, 2.0+/-0.4 and 1.0+/-0.4
A. Mengoni +18 more
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Smooth Non-negative Low-Rank Graph Representation for Clustering [PDF]
Jisuanji kexue yu tansuoThe existing low-rank graph representation algorithms fail to capture the global representation structure of data accurately, and cannot make full use of the valid information of data to guide the construction of the representation graph, then the ...
QIAN Luoxiong, CHEN Mei, ZHANG Chi, ZHANG Jinhong, MA Xueyan
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Electron capture across a nuclear resonance in the strong potential Born approximation [PDF]
, 1984 . The strong potential Born theory for charge transfer in fast, asymmetric ion-atom collisions has been extended to allow for nuclear resonant scattering using distorted nuclear waves.
Amundsen, Per A. +1 more
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, 2018 Even though matrix model partition functions do not exhaust the entire set of tau-functions relevant for string theory, they seem to be elementary building blocks for many others and they seem to properly capture the fundamental symplicial nature of ...
't Hooft G. +14 more
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Photo- and Electro-Disintegration of 3He at Threshold and pd Radiative Capture [PDF]
, 1999 The present work reports results for: pd radiative capture observables measured at center-of-mass (c.m.) energies in the range 0--100 keV and at 2 MeV by the TUNL and Wisconsin groups, respectively; contributions to the Gerasimov-Drell-Hearn (GDH ...
A. Kievsky +52 more
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GPU accelerated 3-D ultrasonic flaw imaging using full waveforms sampling and processing technique
Nihon Kikai Gakkai ronbunshu, 2015 We develop a three dimensional (3-D) flaw imaging system using the full waveforms sampling and processing (FSAP) technique and an ultrasonic matrix array transducer.
Kazuyuki NAKAHATA, Takashi HORIGUCHI
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