| 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 | 394 | 2022 |
| Modeling and forecasting short-term power load with copula model and deep belief network T Ouyang, Y He, H Li, Z Sun, S Baek IEEE Transactions on Emerging Topics in Computational Intelligence 3 (2 …, 2019 | 225* | 2019 |
| Parametric human body shape modeling framework for human-centered product design SY Baek, K Lee Computer-Aided Design 44 (1), 56-67, 2012 | 196 | 2012 |
| 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 | 162 | 2020 |
| Deep segmentation networks predict survival of non-small cell lung cancer S Baek, Y He, BG Allen, JM Buatti, BJ Smith, L Tong, Z Sun, J Wu, ... Scientific reports 9 (1), 17286, 2019 | 132 | 2019 |
| Manufacturability analysis for additive manufacturing using a novel feature recognition technique Y Shi, Y Zhang, S Baek, W De Backer, R Harik Computer-Aided Design and Applications 15 (6), 941-952, 2018 | 121 | 2018 |
| 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 | 82 | 2022 |
| GaFinC: Gaze and Finger Control interface for 3D model manipulation in CAD application J Song, S Cho, SY Baek, K Lee, H Bang Computer-Aided Design 46, 239-245, 2014 | 73 | 2014 |
| Machine learning prediction of fall risk in older adults using timed up and go test kinematics V Roshdibenam, GJ Jogerst, NR Butler, S Baek Sensors 21 (10), 3481, 2021 | 54 | 2021 |
| 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 | 46 | 2019 |
| Protorynet-interpretable text classification via prototype trajectories D Hong, T Wang, S Baek Journal of Machine Learning Research 24 (264), 1-39, 2023 | 43* | 2023 |
| Automated bone landmarks prediction on the femur using anatomical deformation technique SY Baek, JH Wang, I Song, K Lee, J Lee, S Koo Computer-aided design 45 (2), 505-510, 2013 | 43 | 2013 |
| Constrained synthesis with projected diffusion models JK Christopher, S Baek, N Fioretto Advances in Neural Information Processing Systems 37, 89307-89333, 2024 | 42 | 2024 |
| 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 | 38 | 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 | 38 | 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 | 33 | 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 | 31 | 2023 |
| Shape Terra: mechanical feature recognition based on a persistent heat signature R Harik, Y Shi, S Baek Computer-Aided Design and Applications 14 (2), 206-218, 2017 | 31 | 2017 |
| Isometric shape interpolation SY Baek, J Lim, K Lee Computers & Graphics 46, 257-263, 2015 | 30 | 2015 |
| System and method to predict, prevent, and mitigate workplace injuries S Baek, NB Fethke, J Robillard, JAV Buckwalter, P Villacorta US Patent 11,328,239, 2022 | 29 | 2022 |
H. S. UdaykumarProfessor of mechanical engineeringVerified email at uiowa.edu
