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A study of PINN incorporating action principle to predict Landau phase transition File

Lee, Semin , Oh, Youngtaek , Goh, Byeonghyeon , Chung, Hayoung

Article Issue Date2025-11 View104
An ANN-assisted efficient enriched finite element method via the selective enrichment of moment fitting File

Lee, Semin , Kang, Taehun , Jung, Im Doo , Ji, Wooseok , Chung, Hayoung

Article Issue Date2024-02 View179
ANN과 모멘트 피팅법을 이용한 불연속 요소의 효율적 적분법

Lee, Semin , Chung, Hayoung

Conference Paper Issue Date2022-04-14 View48
Characterization of oral microbiome and discovery of biomarkers associated with dental caries File File

Park, Suhyun

Thesis Issue Date2021-08 View69
Efficient domain integration of discontinuous materialusing moment fitting method enhanced by neuralnetwork

Chung, Hayoung , Kang, Taehun , Lee, Semin

Conference Paper Issue Date2022-08-01 View48
Identification of prognostic markers and cellular heterogeneity of oral squamous cell carcinoma and chronic myeloid leukemia by single-cell RNA-seq analysis File

Kim, Seunghoon

Thesis Issue Date2024-08 View72
KoreaOM2K: Comprehensive study of oral microbiomes from 2,097 Koreans reveals ethnic-specific and age-associated metagenomic features File

Park, Byeongjun

Thesis Issue Date2025-02 View102
Metagenomic Profiling in Preterm Birth, Periodontitis, and Colorectal Cancer File

Lee, Jaewoong

Thesis Issue Date2025-08 View50
Multi-omics analysis of pediatric diseases with Korean genome project File File

Choi, Yeonsong

Thesis Issue Date2024-02 View147
Multiscale Phase Behaviors of Nematic Solids: A Short Review File

Go, Byeonghyeon , Kim, Juheon , Lee, Semin , Oh, Youngtaek , Moon, Jeseung , Chung, Hayoung

Article Issue Date2022-06 View92
PINN을 이용한 네마틱 액정 배향 예측 기법

Lee, Semin , Chung, Hayoung

Conference Paper Issue Date2022-05-20 View49
PINN의 자명해 예측을 방지하기 위한 LAG-PINN 제안

Lee, Semin , Chung, Hayoung

Conference Paper Issue Date2022-11-24 View48
Study on Action-PINN to Predict the Behavior of the System Having Phase Transition

Lee, Semin , Chung, Hayoung

Conference Paper Issue Date2024-12-09 View92
Whole-genome sequencing study for the origins of mutational signatures associated with aging, repair deficiency, and cancer therapy File File

Hwang, Taejoo

Thesis Issue Date2025-02 View194
액정의 상전이 거동을 예측하기 위한 PINN 개선법 제안

Lee, Semin , Chung, Hayoung

Conference Paper Issue Date2023-04-13 View46
이산요소법을 바탕으로 연속체 역학을 모사하기 위한 단순보 접합 모델의 매개변수 연구

Moon, Jeseung , Kim, Juheon , Lee, Semin , Chung, Hayoung

Conference Paper Issue Date2022-11-10 View49
인공신경망기반 불연속요소의 효율적 적분법

Lee, Semin , Kang, Taehun , Chung, Hayoung

Conference Paper Issue Date2022-05-25 View101
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