Výsledky vyhledávání - "Hong, Seung Hwan"

Akademický článek

Generative Models Utilizing Padding Can Efficiently Integrate and Generate Multi-Omics Data.

Autor: Lee, Hyeon-Su¹ (AUTHOR), Hong, Seung-Hwan¹ (AUTHOR), Kim, Gwan-Heon¹ (AUTHOR), You, Hye-Jin^2,3 (AUTHOR), Lee, Eun-Young² (AUTHOR), Jeong, Jae-Hwan⁴ (AUTHOR), Ahn, Jin-Woo⁴ (AUTHOR), Kim, June-Hyuk⁵ (AUTHOR) docjune@ncc.re.kr

Publikováno v: AI. Sep2024, Vol. 5 Issue 3, p1614-1632. 19p.

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Molecular Generative Model Based On Adversarially Regularized Autoencoder

Autor: Hong, Seung Hwan, Lim, Jaechang, Ryu, Seongok, Kim, Woo Youn

Deep generative models are attracting great attention as a new promising approach for molecular design. All models reported so far are based on either variational autoencoder (VAE) or generative adversarial network (GAN). Here we propose a new type m

Externí odkaz: http://arxiv.org/abs/1912.05617

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Deeply learning molecular structure-property relationships using attention- and gate-augmented graph convolutional network

Autor: Ryu, Seongok, Lim, Jaechang, Hong, Seung Hwan, Kim, Woo Youn

Molecular structure-property relationships are key to molecular engineering for materials and drug discovery. The rise of deep learning offers a new viable solution to elucidate the structure-property relationships directly from chemical data. Here w

Externí odkaz: http://arxiv.org/abs/1805.10988

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Sharp low energy feature in single-particle spectra due to forward scattering in $d$-wave cuprate superconductors

Autor: Hong, Seung Hwan, Bok, Jin Mo, Zhang, Wentao, He, Junfeng, Zhou, X. J., Varma, Chandra M., Choi, Han-Yong

Publikováno v: PRL 113, 057001 (2014)

There is an enormous interest in renormalization of quasi-particle (qp) dispersion relation of cuprate superconductors both below and above the critical temperature $T_c$ because it enables determination of the fluctuation spectrum to which the qps a

Externí odkaz: http://arxiv.org/abs/1306.3731

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Angle and frequency dependence of self-energy from spin fluctuations mediated d-wave pairing for high temperature superconductors

Autor: Hong, Seung Hwan, Choi, Han-Yong

We investigated the characteristics of the spin fluctuations mediated superconductivity employing the Eliashberg formalism. The effective interaction between electrons was modeled in terms of the spin susceptibility measured by the inelastic neutron

Externí odkaz: http://arxiv.org/abs/1303.7022

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The dynamically induced Fermi arcs and Fermi pockets in two dimensions: a model for underdoped cuprates

Autor: Choi, Han-Yong, Hong, Seung Hwan

Publikováno v: Phys. Rev. B 82, 094509 (2010)

We investigate the effects of the dynamic bosonic fluctuations on the Fermi surface reconstruction in two dimensions as a model for the underdoped cuprates. At energies larger than the boson energy $\omega_b$, the dynamic nature of the fluctuations i

Externí odkaz: http://arxiv.org/abs/1008.2502

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