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Youngjoon Hong

Seoul National University

14H-index
99Paper Count
2.9KCitation Count
Published Papers 19
Publication Date
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Spectral coefficient learning via operator networks for inverse problems of parametric partial differential equations
errEngineering Applications of Artificial Intelligence
IF8
err2025-12-29
err0
PREAI
errMyeong-Su Lee; Taehyun Yun; Youngjoon Hong; Namjung Kim
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Physically interpretable discrete latent representations for the design of advanced mechanical metamaterials in complex geometries
errENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
IF8
err2025-05-24
err1
PREAI
errChoi, Hansom; Hong, Youngjoon; Kim, Namjung
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errSave
Hydra: Multi-head Low-rank Adaptation for Parameter Efficient Fine-tuning [Neural Networks Volume 178, October (2024), 1-11/106414]]
errNEURAL NETWORKS
IF6.3
err2025-01-01
err0
PREAI
errKim, Sanghyeon; Yang, Hyunmo; Kim, Younghyun; Hong, Youngjoon; Park, Eunbyung
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Simple arithmetic operation in latent space can generate a novel three-dimensional graph metamaterials
errNPJ COMPUTATIONAL MATERIALS
IF11.9
err2024-10-08
err0
errOAAI
errKim, Namjung; Lee, Dongseok; Kim, Chanyoung; Lee, Dosung; Hong, Youngjoon
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errSave
Hydra: Multi-head low-rank adaptation for parameter efficient fine-tuning
errNEURAL NETWORKS
IF6.3
err2024-10-01
err2
errOAAI
errKim, Sanghyeon; Yang, Hyunmo; Kim, Yunghyun; Hong, Youngjoon; Park, Eunbyung
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errSave
An adaptive dual-level reinforcement learning approach for optimal trade execution
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2024-10-01
err0
errOAAI
errKim, Soohan; Kim, Jimyeong; Sul, Hong Kee; Hong, Youngjoon
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A novel physics-aware graph network using high-order numerical methods in weather forecasting model
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2024-09-01
err2
PREAI
errSeol, Yunchang; Kim, Suho; Jung, Minwoo; Hong, Youngjoon
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Spectral operator learning for parametric PDEs without data reliance
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-02-01
err2
errOAAI
errChoi, Junho; Yun, Taehyun; Kim, Namjung; Hong, Youngjoon
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errSave
Data-Efficient Deep Generative Model with Discrete Latent Representation for High-Fidelity Digital Materials
errACS MATERIALS LETTERS
IF8.7
err2023-02-02
err3
PREAI
errKim, Namjung; Lee, Dongseok; Hong, Youngjoon
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errSave
Unsupervised Legendre-Galerkin Neural Network for Solving Partial Differential Equations
errIEEE ACCESS
IF3.6
err2023-01-01
err7
errOAAI
errChoi, Junho; Kim, Namjung; Hong, Youngjoon
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errSave
Data-driven design of thin-film optical systems using deep active learning
errOPTICS EXPRESS
IF3.3
err2022-06-08
err6
errOAAI
errHong, Youngjoon; Nicholls, David P.
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errSave
Deep learning forecasting using time-varying parameters of the SIRD model for Covid-19
errSCIENTIFIC REPORTS
IF3.9
err2022-02-22
err22
errOAAI
errBousquet, Arthur; Conrad, William H.; Sadat, Said Omer; Vardanyan, Nelli; Hong, Youngjoon
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errSave
Optimal Experimental Design for Uncertain Systems Based on Coupled Differential Equations
errIEEE ACCESS
IF3.6
err2021-01-01
err8
errOAAI
errHong, Youngjoon; Kwon, Bongsuk; Yoon, Byung-Jun
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errSave
Search-and-Attack: Temporally Sparse Adversarial Perturbations on Videos
errIEEE ACCESS
IF3.6
err2021-01-01
err1
errOAAI
errHeo, Hwan; Ko, Dohwan; Lee, Jaewon; Hong, Youngjoon; Kim, Hyunwoo J.
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errSave
Enriched numerical scheme for singularly perturbed barotropic Quasi-Geostrophic equations
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2020-09-01
err6
errOAAI
errChekroun, Mickael D.; Hong, Youngjoon; Temam, Roger M.
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errSave
Periodic corrugations to increase efficiency of thermophotovoltaic emitting structures
errAPPLIED PHYSICS LETTERS
IF3.6
err2019-02-06
err3
errOAAI
errHong, Youngjoon; Otten, Matthew; Min, Misun; Gray, Stephen K.; Nicholls, David P.
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errSave
A high-order perturbation of surfaces method for vector electromagnetic scattering by doubly layered periodic crossed gratings
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2018-11-01
err6
errOAAI
errHong, Youngjoon; Nicholls, David P.
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errSave
A high-order perturbation of surfaces method for scattering of linear waves by periodic multiply layered gratings in two and three dimensions
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2017-09-01
err9
errOAAI
errHong, Youngjoon; Nicholls, David P.
errShare
errSave
A stable high-order perturbation of surfaces method for numerical simulation of diffraction problems in triply layered media
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2017-02-01
err7
errOAAI
errHong, Youngjoon; Nicholls, David P.
errShare
errSave

Research Directions

The data has not been retrieved yet.
Co-authors
Cooperation Journals
R
Roger Témam
H-index: 76 · Papers: 620
S
Stephen K. Gray
H-index: 75 · Papers: 603
Y
Younghyun Kim
H-index: 43 · Papers: 508
S
Sanghyeon Kim
H-index: 40 · Papers: 396
D
David P. Nicholls
H-index: 26 · Papers: 119
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