Concepedia

Youngsoo Choi

YC

Statistics

Publications

26

Citations

1.3K

H-Index

22

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 engineering, reduced order modeling, and numerical analysis.

Top concepts

EngineeringReduced Order ModelingNumerical AnalysisInverse ProblemsComputational MechanicsNumerical SimulationComputer EngineeringComputer ScienceMachine LearningModeling And Simulation

Publications per year

2001–2024

26

Publications

26

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 · 189 citations · Full text

Reduced Order Modeling, Order Model, Engineering +6

Design optimization using hyper-reduced-order models

David Amsallem, Matthew J. Zahr, Youngsoo Choi et al. · Structural and Multidisciplinary Optimization · 2014 · 155 citations

Design Space Exploration, Reduced Order Modeling, Engineering +5

Conservative model reduction for finite-volume models

Kevin Carlberg, Youngsoo Choi, Syuzanna Sargsyan · Journal of Computational Physics · 2018 · 106 citations · Full text

Numerical Analysis, Reduced Order Modeling, Engineering +6

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

Youngsoo Choi, Kevin Carlberg · SIAM Journal on Scientific Computing · 2019 · 89 citations · Full text

Numerical Analysis, Mathematical Programming, Reduced Order Modeling +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 · 81 citations · Full text

Artificial Intelligence, Parameter Estimation, Engineering +11

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