Lu Trong Khiem Nguyen

A data-driven approach to nonlinear elasticity

Lu Trong Khiem Nguyen, Marc‐André Keip · Computers & Structures · 2017 · 182 citations · Full text

Nonlinear Elasticity, Engineering, Data Science +7

A surrogate model for computational homogenization of elastostatics at finite strain using high‐dimensional model representation‐based neural network

Vien Minh Nguyen‐Thanh, Lu Trong Khiem Nguyen, Timon Rabczuk et al. · International Journal for Numerical Methods in Engineering · 2020 · 53 citations · Full text

Numerical Analysis, Engineering, Multiscale Mechanics +21

Variational framework for distance-minimizing method in data-driven computational mechanics

Lu Trong Khiem Nguyen, Matthias Rambausek, Marc‐André Keip · Computer Methods in Applied Mechanics and Engineering · 2020 · 39 citations · Full text

Numerical Analysis, Engineering, Variational Analysis +6

A two‐scale FE‐FFT approach to nonlinear magneto‐elasticity

Matthias Rambausek, Felix Selim Göküzüm, Lu Trong Khiem Nguyen et al. · International Journal for Numerical Methods in Engineering · 2018 · 34 citations · Full text

Numerical Analysis, Engineering, Multiscale Mechanics +25

Accelerating the distance-minimizing method for data-driven elasticity with adaptive hyperparameters

Lu Trong Khiem Nguyen, Roland C. Aydin, Christian J. Cyron · Computational Mechanics · 2022 · 27 citations · Full text