A fast and accurate physics-informed neural network reduced order model with shallow masked autoencoder Y Kim, Y Choi, D Widemann, T Zohdi Journal of Computational Physics 451, 110841, 2022 | 203 | 2022 |
Efficient nonlinear manifold reduced order model Y Kim, Y Choi, D Widemann, T Zohdi Machine Learning for Engineering Modeling, Simulation, and Design Workshop …, 2020 | 53 | 2020 |
Continuous particle separation using pressure-driven flow-induced miniaturizing free-flow electrophoresis (PDF-induced μ-FFE) H Jeon, Y Kim, G Lim Scientific reports 6 (1), 19911, 2016 | 39 | 2016 |
Efficient space–time reduced order model for linear dynamical systems in python using less than 120 lines of code Y Kim, K Wang, Y Choi Mathematics 9 (14), 1690, 2021 | 36 | 2021 |
Dominant mechanisms of the sintering of copper nano-powders depending on the crystal misalignment Y Seong, Y Kim, R German, S Kim, SG Kim, SJ Kim, HJ Kim, SJ Park Computational Materials Science 123, 164-175, 2016 | 21 | 2016 |
Thermal state estimation of fused deposition modeling in additive manufacturing processes using Kalman filters Y Kim, D Alcantara, TI Zohdi International Journal for Numerical Methods in Engineering 123 (13), 3021-3033, 2022 | 15 | 2022 |
Particle-scale numerical modeling of thermo-mechanical phenomena for additive manufacturing using the material point method T Maeshima, Y Kim, TI Zohdi Computational Particle Mechanics 8 (3), 613-623, 2021 | 8 | 2021 |
Material Characterization of Single Crystalline Cu Subjected to High Strain Rates and High Temperatures for Multiscale Simulation Y Seong, Y Kim, ID Jung, S Kim, SJ Kim, SG Kim, HJ Kim, SJ Park Korean Journal of Metals and Materials 55 (11), 760-767, 2017 | 1 | 2017 |
Gappy AE: A nonlinear approach for Gappy data reconstruction using auto-encoder Y Kim, Y Choi, B Yoo Computer Methods in Applied Mechanics and Engineering 426, 116978, 2024 | | 2024 |
Physics-informed data assimilation and data-driven reduced order model Y Kim Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States), 2020 | | 2020 |
Particle separation apparatus using pressure-driven flow and free-flow electrophoresis YK Geunbae Lim, Hyungkook Jeon KR Patent 10-1796184-0,000, 2017 | | 2017 |