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pro vyhledávání: '"Lee, Jonghyeon"'
In this paper we use Gaussian processes (kernel methods) to learn mappings between trajectories of distinct differential equations. Our goal is to simplify both the representation and the solution of these equations. We begin by examining the Cole-Ho
Externí odkaz:
http://arxiv.org/abs/2410.03003
Publikováno v:
Physica D: Nonlinear Phenomena Volume 454 , 15 November 2023, 133853
A simple and interpretable way to learn a dynamical system from data is to interpolate its vector-field with a kernel. In particular, this strategy is highly efficient (both in terms of accuracy and complexity) when the kernel is data-adapted using K
Externí odkaz:
http://arxiv.org/abs/2111.13037
Autor:
Lee, Jonghyeon, Lee, Sang-Jin, Kim, Seong-Joon, Kim, Sang-Hwa, Lee, Gangwoong, Chang, Lim-seok, Choi, Sung-Deuk
Publikováno v:
In Atmospheric Environment 15 February 2024 319
Autor:
Lee, Jonghyeon, Kang, Taewon
Publikováno v:
2020 IEEE International Conference on Consumer Electronics - Asia (ICCE-Asia), 481-486
The commercialization of transistors capable of both switching and amplification in 1960 resulted in the development of second-generation computers, which resulted in the miniaturization and lightening while accelerating the reduction and development
Externí odkaz:
http://arxiv.org/abs/2010.14073
Autor:
Lee, Jonghyeon, Kang, Taewon
The commercialization of transistors capable of both switching and amplification in 1960 resulted in the development of second-generation computers, which resulted in the miniaturization and lightening, while accelerating the reduction and developmen
Externí odkaz:
http://arxiv.org/abs/2001.11321
Autor:
Lee, Jonghyeon, Shin, Heesung
Publikováno v:
Korean J. Math. Vol 27, No 2 (2019) pp.525-534
Let $P(G,\lambda)$ denote the number of proper vertex colorings of $G$ with $\lambda$ colors. The chromatic polynomial $P(C_n,\lambda)$ for the cycle graph $C_n$ is well-known as $$P(C_n,\lambda) = (\lambda-1)^n+(-1)^n(\lambda-1)$$ for all positive i
Externí odkaz:
http://arxiv.org/abs/1907.04320
Autor:
Cho, Yurim, Hwangbo, Seung Myun, Yu, Jin-Won, Lee, Jonghyeon, Park, Yechang, Jang, Woo-Hyuk, Lee, Inwon
Publikováno v:
In International Journal of Naval Architecture and Ocean Engineering 2023 15
Publikováno v:
In Physica D: Nonlinear Phenomena January 2023 443
Akademický článek
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Publikováno v:
In Journal of Energy Storage April 2020 28