| Federated learning enables big data for rare cancer boundary detection S Pati, U Baid, B Edwards, M Sheller, SH Wang, GA Reina, P Foley, ... Nature communications 13 (1), 7346, 2022 | 135 | 2022 |
| Deep learning for synthetic microstructure generation in a materials-by-design framework for heterogeneous energetic materials S Chun, S Roy, YT Nguyen, JB Choi, HS Udaykumar, SS Baek Scientific reports 10 (1), 13307, 2020 | 90 | 2020 |
| NADS-Net: A nimble architecture for driver and seat belt detection via convolutional neural networks S Chun, N Hamidi Ghalehjegh, J Choi, C Schwarz, J Gaspar, D McGehee, ... Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019 | 26 | 2019 |
| 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 | 13 | 2023 |
| 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 | 7 | 2023 |
| 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, ... Science advances 9 (17), eadd6868, 2023 | 7* | 2023 |
| 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 | 7 | 2023 |
| Establishing the structure-property-performance linkage of pressed energetic materials using physics-aware recurrent convolutional neural networks (PARC) P Nguyen, J Choi, YT Nguyen, HS Udaykumar, S Baek APS Shock Compression of Condensed Matter Meeting Abstracts, P03. 002, 2022 | | 2022 |
| A Novel AI-Assisted Framework for Microstructural Design of Shocked Materials J Choi, P Nguyen, YT Nguyen, H Udaykumar, S Baek, JBC Team, ... APS Shock Compression of Condensed Matter Meeting Abstracts, U03. 004, 2022 | | 2022 |
