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Hong, Youngjoon (홍영준)
부교수, Department of Mathematical Sciences(수리과학과)
Research Area
Scientific computing, Machine learning, Numerical analysis
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    NO Title, Author(s) (Publication Title, Volume Issue, Page, Issue Date)
    1
    Data-Efficient Deep Generative Model with Discrete Latent Representation for High- Materials

    Kim, Namjung; Lee, Dongseok; Hong, Youngjoon, ACS MATERIALS LETTERS, v.5, no.3, pp.730 - 737, 2023-02

    2
    Viscosity approximation of the solution to Burgers' equations with shock layers

    Choi, Junho; Hong, Youngjoon; Jung, Chang-Yeol; et al, APPLICABLE ANALYSIS, v.102, no.1, pp.288 - 314, 2023-01

    3
    Unsupervised Legendre-Galerkin Neural Network for Solving Partial Differential Equations

    Choi, Junho; Kim, Namjung; Hong, Youngjoon, IEEE ACCESS, v.11, pp.23433 - 23446, 2023

    4
    Data-driven design of thin-film optical systems using deep active learning

    Hong, Youngjoon; Nicholls, David P., OPTICS EXPRESS, v.30, no.13, pp.22901 - 22910, 2022-06

    5
    Numerical Study of the Generalized Korteweg–de Vries Equations with Oscillating Nonlinearities and Boundary Conditions

    Bona, Jerry; Hong, Youngjoon, Water Waves, v.4, no.1, pp.109 - 137, 2022-04

    6
    Deep learning forecasting using time-varying parameters of the SIRD model for Covid-19

    Bousquet, Arthur; Conrad, William H.; Sadat, Said Omer; et al, SCIENTIFIC REPORTS, v.12, no.1, 2022-02

    7
    On the consistent choice of effective permittivity and conductivity for modeling graphene

    Hong, Youngjoon; Nicholls, David P., JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION, v.38, no.10, 2021-10

    8
    A RIGOROUS NUMERICAL ANALYSIS OF THE TRANSFORMED FIELD EXPANSION METHOD FOR DIFFRACTION BY PERIODIC, LAYERED STRUCTURES

    Hong, Youngjoon; Nicholls, David, SIAM JOURNAL ON NUMERICAL ANALYSIS, v.59, no.1, pp.456 - 476, 2021

    9
    Optimal Experimental Design for Uncertain Systems Based on Coupled Differential Equations

    Hong, Youngjoon; Kwon, Bongsuk; Yoon, Byung-Jun, IEEE ACCESS, v.9, pp.53804 - 53810, 2021

    10
    Search-and-Attack: Temporally Sparse Adversarial Perturbations on Videos

    Heo, Hwan; Ko, Dohwan; Lee, Jaewon; et al, IEEE ACCESS, v.9, pp.146938 - 146947, 2021

    11
    Accelerating Optimal Experimental Design for Robust Synchronization of Uncertain Kuramoto Oscillator Model Using Machine Learning

    Woo, Hyun-Myung; Hong, Youngjoon; Kwon, Bongsuk; et al, IEEE TRANSACTIONS ON SIGNAL PROCESSING, v.69, pp.6473 - 6487, 2021

    12
    Enriched numerical scheme for singularly perturbed barotropic Quasi-Geostrophic equations

    Chekroun, Mickael D.; Hong, Youngjoon; Temam, Roger M., JOURNAL OF COMPUTATIONAL PHYSICS, v.416, 2020-09

    13
    Numerical Simulations of the Two-Dimensional Inviscid Hydrostatic Primitive Equations with Humidity and Saturation

    Bousquet, Arthur; Hong, Youngjoon; Temam, Roger; et al, JOURNAL OF SCIENTIFIC COMPUTING, v.83, no.2, 2020-05

    14
    Periodic corrugations to increase efficiency of thermophotovoltaic emitting structures

    Hong, Youngjoon; Otten, Matthew; Min, Misun; et al, APPLIED PHYSICS LETTERS, v.114, no.5, 2019-02

    15
    A high-order perturbation of surfaces method for vector electromagnetic scattering by doubly layered periodic crossed gratings

    Hong, Youngjoon; Nicholls, David P., JOURNAL OF COMPUTATIONAL PHYSICS, v.372, pp.748 - 772, 2018-11

    16
    Boundary layer analysis for the stochastic nonlinear reaction-diffusion equations

    Hong, Youngjoon; Jung, Chang-Yeol; Temam, Roger, PHYSICA D-NONLINEAR PHENOMENA, v.376, pp.247 - 258, 2018-08

    17
    Enriched Spectral Method for Stiff Convection-Dominated Equations

    Hong, Youngjoon; Jung, Chang-Yeol, JOURNAL OF SCIENTIFIC COMPUTING, v.74, no.3, pp.1325 - 1346, 2018-03

    18
    A high-order perturbation of surfaces method for scattering of linear waves by periodic multiply layered gratings in two and three dimensions

    Hong, Youngjoon; Nicholls, David P., JOURNAL OF COMPUTATIONAL PHYSICS, v.345, pp.162 - 188, 2017-09

    19
    ASYMPTOTIC ANALYSIS OF THE SCATTERING PROBLEM FOR THE HELMHOLTZ EQUATIONS WITH HIGH WAVE NUMBERS

    Bouche, Daniel; Hong, Youngjoon; Jung, Chang-Yeol, DISCRETE AND CONTINUOUS DYNAMICAL SYSTEMS, v.37, no.3, pp.1159 - 1181, 2017-03

    20
    A stable high-order perturbation of surfaces method for numerical simulation of diffraction problems in triply layered media

    Hong, Youngjoon; Nicholls, David P., JOURNAL OF COMPUTATIONAL PHYSICS, v.330, pp.1043 - 1068, 2017-02
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