Youngsoo Choi

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Publications

Citations

1.4K

H-Index

Active since

2001

Affiliations

Lawrence Livermore National Laboratory(Current)

Cornell University

Sandia National Laboratories

Stanford University

Los Alamos National Laboratory

Youngsoo Choi is an author at Lawrence Livermore National Laboratory specializing in reduced-order modeling, computational engineering, and model order reduction.

ORCID

Publications per year

2001–2024

Publications

A fast and accurate physics-informed neural network reduced order model with shallow masked autoencoder

Youngkyu Kim, Youngsoo Choi, David Widemann et al. · Journal of Computational Physics · 2021 · 202 citations · Full text

Computing, Physics, Computational Physics +9

Design optimization using hyper-reduced-order models

David Amsallem, Matthew J. Zahr, Youngsoo Choi et al. · Structural and Multidisciplinary Optimization · 2014 · 157 citations

Architecture, Computational Engineering, Design +11

Conservative model reduction for finite-volume models

Kevin Carlberg, Youngsoo Choi, Syuzanna Sargsyan · Journal of Computational Physics · 2018 · 109 citations · Full text

Engineering, Computational Engineering, Mechanical Engineering +13

Space--Time Least-Squares Petrov--Galerkin Projection for Nonlinear Model Reduction

Youngsoo Choi, Kevin Carlberg · SIAM Journal on Scientific Computing · 2019 · 95 citations · Full text

Computing, Computational Engineering, Computational Fluid Dynamics +14

A framework for data-driven solution and parameter estimation of PDEs using conditional generative adversarial networks

Teeratorn Kadeethum, Daniel O’Malley, Jan N. Fuhg et al. · Nature Computational Science · 2021 · 86 citations · Full text

Computing, Computer Science, Data Science +11

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