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Hong, Youngjoon (홍영준)
부교수, Department of Mathematical Sciences(수리과학과)
Research Area
Scientific computing, Machine learning, Numerical analysis
Co-researchers
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    NO Title, Author(s) (Publication Title, Volume Issue, Page, Issue Date)
    1
    An adaptive dual-level reinforcement learning approach for optimal trade execution

    Kim, Soohan; Kim, Jimyeong; Sul, Hong Kee; et al, EXPERT SYSTEMS WITH APPLICATIONS, v.252, 2024-10

    2
    A novel physics-aware graph network using high-order numerical methods in weather forecasting model

    Seol, Yunchang; Kim, Suho; Jung, Minwoo; et al, KNOWLEDGE-BASED SYSTEMS, v.300, 2024-09

    3
    Semi-analytic PINN methods for singularly perturbed boundary value problems

    Gie, Gung-Min; Hong, Youngjoon; Jung, Chang-Yeol, APPLICABLE ANALYSIS, v.103, no.14, pp.2554 - 2571, 2024-09

    4
    Spectral operator learning for parametric PDEs without data reliance

    Choi, Junho; Yun, Taehyun; Kim, Namjung; et al, COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, v.420, 2024-02

    5
    Physics-informed convolutional transformer for predicting volatility surface

    Kim, Soohan; Yun, Seok-Bae; Bae, Hyeong-Ohk; et al, QUANTITATIVE FINANCE, v.24, no.2, pp.203 - 220, 2024-01

    6
    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

    7
    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

    8
    Unsupervised Legendre-Galerkin Neural Network for Solving Partial Differential Equations

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

    9
    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

    10
    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

    11
    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

    12
    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

    13
    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

    14
    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

    15
    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

    16
    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

    17
    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

    18
    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

    19
    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

    20
    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
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