| Comparison of point cloud data and 3D CAD data for on-site dimensional inspection of industrial plant piping systems CHP Nguyen, Y Choi Automation in Construction 91, 44-52, 2018 | 103 | 2018 |
| Design for additive manufacturing of functionally graded lattice structures: A design method with process induced anisotropy consideration CHP Nguyen, Y Kim, Y Choi International Journal of Precision Engineering and Manufacturing-Green …, 2021 | 76 | 2021 |
| Homogenization-based optimum design of additively manufactured Voronoi cellular structures QT Do, CHP Nguyen, Y Choi Additive Manufacturing 45, 102057, 2021 | 55 | 2021 |
| Synthesizing controlled microstructures of porous media using generative adversarial networks and reinforcement learning PCH Nguyen, NN Vlassis, B Bahmani, WC Sun, HS Udaykumar, SS Baek Scientific reports 12 (1), 9034, 2022 | 52 | 2022 |
| Automatic pipe and elbow recognition from three-dimensional point cloud model of industrial plant piping system using convolutional neural network-based primitive classification Y Kim, CHP Nguyen, Y Choi Automation in Construction 116, 103236, 2020 | 39 | 2020 |
| Concurrent density distribution and build orientation optimization of additively manufactured functionally graded lattice structures CHP Nguyen, Y Choi Computer-Aided Design 127, 102884, 2020 | 37 | 2020 |
| PARC: Physics-aware recurrent convolutional neural networks to assimilate meso scale reactive mechanics of energetic materials PCH Nguyen, YT Nguyen, JB Choi, PK Seshadri, HS Udaykumar, S Baek Science advances 9 (17), eadd6868, 2023 | 23 | 2023 |
| A Physics‐Aware Deep Learning Model for Energy Localization in Multiscale Shock‐To‐Detonation Simulations of Heterogeneous Energetic Materials PCH Nguyen, YT Nguyen, PK Seshadri, JB Choi, HS Udaykumar, S Baek Propellants, Explosives, Pyrotechnics 48 (4), e202200268, 2023 | 21 | 2023 |
| Implicit-based computer-aided design for additively manufactured functionally graded cellular structures CHP Nguyen, Y Kim, QT Do, Y Choi Journal of Computational Design and Engineering 8 (3), 813-823, 2021 | 21 | 2021 |
| Artificial intelligence approaches for energetic materials by design: state of the art, challenges, and future directions JB Choi, PCH Nguyen, O Sen, HS Udaykumar, S Baek Propellants, Explosives, Pyrotechnics 48 (4), e202200276, 2023 | 19 | 2023 |
| Triangular mesh and boundary representation combined approach for 3D CAD lightweight representation for collaborative product development CHP Nguyen, Y Choi Journal of Computing and Information Science in Engineering 19 (1), 011009, 2019 | 19 | 2019 |
| Multiscale design of functionally graded cellular structures for additive manufacturing using level-set descriptions CHP Nguyen, Y Choi Structural and Multidisciplinary Optimization 64 (4), 1983-1995, 2021 | 18 | 2021 |
| Convolutional neural networks for large-scale dynamical modeling of itinerant magnets X Cheng, S Zhang, PCH Nguyen, S Azarfar, GW Chern, SS Baek Physical Review Research 5 (3), 033188, 2023 | 16 | 2023 |
| Lightweight design with metallic additively manufactured cellular structures PCH Nguyen, Y Kim, Y Choi Journal of Computational Design and Engineering 9 (1), 155-167, 2022 | 16 | 2022 |
| Challenges and opportunities for machine learning in multiscale computational modeling PCH Nguyen, JB Choi, HS Udaykumar, S Baek Journal of Computing and Information Science in Engineering 23 (6), 060808, 2023 | 13 | 2023 |
| Multi-morphology cellular structure design with smooth transition of geometry and homogenized mechanical properties between adjacent cells Y Kim, PCH Nguyen, H Kim, Y Choi Materials & Design 218, 110727, 2022 | 12 | 2022 |
| Parametric comparing for local inspection of industrial plants by using as-built model acquired from laser scan data CHP Nguyen, Y Choi Computer-Aided Design and Applications 15 (2), 238-246, 2018 | 9 | 2018 |
| PARCv2: Physics-aware recurrent convolutional neural networks for spatiotemporal dynamics modeling PCH Nguyen, X Cheng, S Azarfar, P Seshadri, YT Nguyen, M Kim, S Choi, ... arXiv preprint arXiv:2402.12503, 2024 | 5 | 2024 |
| Physics-aware recurrent convolutional neural networks for modeling multiphase compressible flows X Cheng, PCH Nguyen, PK Seshadri, M Verma, ZJ Gray, JT Beerman, ... International Journal of Multiphase Flow, 104877, 2024 | 3 | 2024 |
| Characterization and design of two-dimensional multi-morphology cellular structures for desired deformation Y Kim, PCH Nguyen, H Kim, HJ Choi, Y Choi Journal of Computational Design and Engineering 10 (2), 589-601, 2023 | 3 | 2023 |
Stephen BaekAssociate Professor, University of VirginiaVerified email at virginia.edu
