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Youngsoo Choi

united states department of energy (doe)

22H指数
100论文数
1.5K被引数
收录论文 32
发表时间
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A Scalable Reduced-Order Model for the Steady Navier-Stokes Equations可扩展的稳态Navier-Stokes方程降阶模型
errInternational Journal for Numerical Methods in Engineering
IF2.9
err2026-04-15
err0
PREAI
errChung, Seung Whan; Cheung, Siu Wun; Choi, Youngsoo; Roy, Pratanu; Roy, Thomas; Lin, Tiras Y.; Nguyen, Du T.; Hahn, Christopher; Duoss, Eric B.; Baker, Sarah E.
err分享
err收藏
Higher-order LaSDI: Reduced order modeling with multiple time derivatives高阶LaSDI：基于多时间导数的降阶建模
errComputer Methods in Applied Mechanics and Engineering
IF7.3
err2026-03-20
err0
PREAI
errRobert Stephany; William Anderson; Youngsoo Choi
err分享
err收藏
Real-time reconstruction of ground motion during small magnitude earthquakes: A pilot study小震级地震期间地面运动的实时重建：一项试点研究
errSoil Dynamics and Earthquake Engineering
IF4.6
err2025-08-11
err0
errOAAI
errYoungkyu Kim; Qingkai Kong; Youngsoo Choi; Arben Pitarka; Byounghyun Yoo
err分享
err收藏
Harnessing on-machine metrology data for prints with a surrogate model for laser powder directed energy deposition利用在机测量数据及代理模型对激光粉末定向能量沉积工艺进行打印
errADDITIVE MANUFACTURING
IF11.1
err2025-05-01
err0
PREAI
errJuhasz, M; Chin, E; Choi, Y; McKeown, JT; Khairallah, S
err分享
err收藏
tLaSDI: Thermodynamics-informed latent space dynamics identification
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-09-01
err0
errOAAI
errPark, Jun Sur Richard; Cheung, Siu Wun; Choi, Youngsoo; Shin, Yeonjong
err分享
err收藏
S-OPT: A POINTS SELECTION ALGORITHM FOR HYPER-REDUCTION IN REDUCED ORDER MODELS
errSIAM JOURNAL ON SCIENTIFIC COMPUTING
IF2.6
err2024-07-16
err3
errOAAI
errLauzon, Jessica t.; Cheung, Siu wun; Shin, Yeonjong; Choi, Youngsoo; Copeland, Dylan m.; Huynh, Kevin
err分享
err收藏
Progressive transfer learning for advancing machine learning-based reduced-order modeling
errSCIENTIFIC REPORTS
IF3.9
err2024-07-08
err1
errOAAI
errKadeethum, Teeratorn; O'Malley, Daniel; Choi, Youngsoo; Viswanathan, Hari S.; Yoon, Hongkyu
err分享
err收藏
Weak-form latent space dynamics identification弱形式潜空间动力学辨识
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-07-01
err1
errOAAI
errTran, April; He, Xiaolong; Messenger, Daniel A.; Choi, Youngsoo; Bortz, David M.
err分享
err收藏
Train small, model big: Scalable physics simulators via reduced order modeling and domain decomposition
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-07-01
err0
errOAAI
errChung, Seung Whan; Choi, Youngsoo; Roy, Pratanu; Moore, Thomas; Roy, Thomas; Lin, Tiras Y.; Nguyen, Du T.; Hahn, Christopher; Duoss, Eric B.; Baker, Sarah E.
err分享
err收藏
Gappy AE: A nonlinear approach for Gappy data reconstruction using auto-encoder
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-06-01
err0
errOAAI
errKim, Youngkyu; Choi, Youngsoo; Yoo, Byounghyun
err分享
err收藏
A fast and accurate domain decomposition nonlinear manifold reduced order model一种快速精确的区域分解非线性流形降阶模型
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-05-01
err4
errOAAI
errDiaz, Alejandro N.; Choi, Youngsoo; Heinkenschloss, Matthias
err分享
err收藏
GPLaSDI: Gaussian Process-based interpretable Latent Space Dynamics Identification through deep autoencoder
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-01-01
err6
errOAAI
errBonneville, Christophe; Choi, Youngsoo; Ghosh, Debojyoti; Belof, Jonathan L.
err分享
err收藏
Parametric dynamic mode decomposition for reduced order modeling用于降阶建模的参数化动态模式分解
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2023-02-01
err16
errOAAI
errHuhn, Quincy A.; Tano, Mauricio E.; Ragusa, Jean C.; Choi, Youngsoo
err分享
err收藏
Local Lagrangian reduced-order modeling for the Rayleigh-Taylor instability by solution manifold decomposition
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2023-01-01
err16
errOAAI
errCheung, Siu Wun; Choi, Youngsoo; Copeland, Dylan Matthew; Huynh, Kevin
err分享
err收藏
Epistemic Uncertainty-Aware Barlow Twins Reduced Order Modeling for Nonlinear Contact Problems
errIEEE ACCESS
IF3.6
err2023-01-01
err1
errOAAI
errKadeethum, Teeratorn; Jakeman, John D.; Choi, Youngsoo; Bouklas, Nikolaos; Yoon, Hongkyu
err分享
err收藏
Reduced order modeling for flow and transport problems with Barlow Twins self-supervised learning
errSCIENTIFIC REPORTS
IF3.9
err2022-11-30
err9
errOAAI
errKadeethum, Teeratorn; Ballarin, Francesco; O'Malley, Daniel; Choi, Youngsoo; Bouklas, Nikolaos; Yoon, Hongkyu
err分享
err收藏
Continuous conditional generative adversarial networks for data-driven solutions of poroelasticity with heterogeneous material properties
errCOMPUTERS & GEOSCIENCES
IF4.4
err2022-10-01
err12
errOAAI
errKadeethum, T.; O'Malley, D.; Choi, Y.; Viswanathan, H. S.; Bouklas, N.; Yoon, H.
err分享
err收藏
Stress-constrained topology optimization of lattice-like structures using component-wise reduced order models
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2022-10-01
err11
errOAAI
errMcBane, Sean; Choi, Youngsoo; Willcox, Karen
err分享
err收藏
Non-intrusive reduced order modeling of natural convection in porous media using convolutional autoencoders: Comparison with linear subspace techniques
errADVANCES IN WATER RESOURCES
IF4.2
err2022-02-01
err46
errOAAI
errKadeethum, T.; Ballarin, F.; Choi, Y.; O'Malley, D.; Yoon, H.; Bouklas, N.
err分享
err收藏
A fast and accurate physics-informed neural network reduced order model with shallow masked autoencoder一种具有浅掩蔽自动编码器的快速准确的物理信息神经网络降阶模型
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2022-02-01
err115
errOAAI
errKim, Youngkyu; Choi, Youngsoo; Widemann, David; Zohdi, Tarek
err分享
err收藏

研究方向

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合作学者
合作期刊
C
Charbel Farhat
H 指数: 83 · 论文数: 603
K
Karen Willcox
H 指数: 58 · 论文数: 361
E
Eric B. Duoss
H 指数: 56 · 论文数: 215
H
Hari Viswanathan
H 指数: 54 · 论文数: 415
C
Christopher Hahn
H 指数: 52 · 论文数: 296
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