| 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 | | 2024 |
| Vision transformer-based automated segmentation of patient-specific Velopharyngeal Anatomy K Mason, S Baek, J Liu, MS Islam, D Brown University of Virginia, 2024 | | 2024 |
| System And Method To Predict, Prevent, And Mitigate Workplace Injuries S Baek, NB Fethke, J Robillard, JAV Buckwalter, P Villacorta US Patent App. 18/451,340, 2024 | | 2024 |
| Process Quality Assurance of Artificial Intelligence in Medical Diagnosis N Moghadasi, M Piran, RS Valdez, S Baek, N Moghaddasi, TL Polmateer, ... 2024 International Conference on Intelligent Systems and Computer Vision …, 2024 | | 2024 |
| Methods and apparatus for machine learning to analyze musculo-skeletal rehabilitation from images A Diaz-Arias, M Messmore, D Shin, J Rachid, S Baek, J Robillard US Patent 11,957,478, 2024 | | 2024 |
| Human-airway surface mesh smoothing based on graph convolutional neural networks TT Ho, MT Tran, X Cui, CL Lin, S Baek, WJ Kim, CH Lee, GY Jin, KJ Chae, ... Computer methods and programs in biomedicine 246, 108061, 2024 | 2 | 2024 |
| Machine learning approaches to evaluate infants’ general movements in the writhing stage—a pilot study L Letzkus, JV Pulido, A Adeyemo, S Baek, S Zanelli Scientific Reports 14 (1), 4522, 2024 | 2 | 2024 |
| PARCv2: Physics-aware Recurrent Convolutional Neural Networks for Spatiotemporal Dynamics Modeling PCH Nguyen, X Cheng, S Arfaza, P Seshadri, YT Nguyen, M Kim, S Choi, ... arXiv preprint arXiv:2402.12503, 2024 | 1 | 2024 |
| Projected generative diffusion models for constraint satisfaction JK Christopher, S Baek, F Fioretto arXiv preprint arXiv:2402.03559, 2024 | 3 | 2024 |
| The transcriptomic architecture of the human cerebral cortex T Nickl-Jockschat, S Baek, ZJ Peterson, J Charton, M Pavic, M Nastruz, ... bioRxiv, 2024.06. 20.599687, 2024 | | 2024 |
| Systems Analysis of Bias and Risk in AI-Enabled Medical Diagnosis N Moghadasi, M Piran, S Baek, RS Valdez, MD Porter, DA Johnson, ... 2023 IEEE Symposium Series on Computational Intelligence (SSCI), 1800-1807, 2023 | 3 | 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 | 10 | 2023 |
| System and method to predict, prevent, and mitigate workplace injuries S Baek, NB Fethke, J Robillard, JAV Buckwalter, P Villacorta US Patent 11,775,902, 2023 | | 2023 |
| Acute coronary event (ACE) prediction following breast radiotherapy by features extracted from 3D CT, dose, and cardiac structures BS Choi, SK Yoo, J Moon, SY Chung, J Oh, S Baek, Y Kim, JS Chang, ... Medical physics 50 (10), 6409-6420, 2023 | 4 | 2023 |
| A Deep Learning Approach for Neuronal Cell Body Segmentation in Neurons Expressing GCaMP Using a Swin Transformer MS Islam, P Suryavanshi, SM Baule, J Glykys, S Baek Eneuro 10 (9), 2023 | 1 | 2023 |
| 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 | 9 | 2023 |
| Application of machine learning to study the effect of damage on sensitivity of energetic materials at the meso-scale I Fang, P Nguyen, S Baek, HS Udaykumar Bulletin of the American Physical Society 68, 2023 | | 2023 |
| Crossing Species: meta-learning the shock response of CHNO energetic materials in a predictive framework R Saha Bulletin of the American Physical Society 68, 2023 | | 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 | 12* | 2023 |
| Predictive power of deep-learning segmentation based prognostication model in non-small cell lung cancer JC Gainey, Y He, R Zhu, SS Baek, X Wu, JM Buatti, BG Allen, BJ Smith, ... Frontiers in oncology 13, 868471, 2023 | 1 | 2023 |
Kunwoo Lee서울대학교 기계공학과 교수Verified email at snu.ac.kr
