| Application of deep learning to large scale riverine flow velocity estimation M Forghani, Y Qian, J Lee, MW Farthing, T Hesser, PK Kitanidis, EF Darve Stochastic Environmental Research and Risk Assessment 35, 1069-1088, 2021 | 22 | 2021 |
| Variational encoder geostatistical analysis (VEGAS) with an application to large scale riverine bathymetry M Forghani, Y Qian, J Lee, M Farthing, T Hesser, PK Kitanidis, EF Darve Advances in Water Resources 170, 104323, 2022 | 9 | 2022 |
| Automatic valve segmentation in cardiac ultrasound time series data Y Dukler, Y Ge, Y Qian, S Yamamoto, B Yuan, L Zhao, AL Bertozzi, ... Medical Imaging 2018: Image Processing 10574, 493-504, 2018 | 8 | 2018 |
| TaskTorrent: a lightweight distributed task-based runtime system in C++ L Cambier, Y Qian, E Darve 2020 IEEE/ACM 3rd Annual Parallel Applications Workshop: Alternatives To …, 2020 | 6 | 2020 |
| Application of deep learning-based interpolation methods to nearshore bathymetry Y Qian, M Forghani, JH Lee, M Farthing, T Hesser, P Kitanidis, E Darve arXiv preprint arXiv:2011.09707, 2020 | 5 | 2020 |
| Deep learning-based fast solver of the shallow water equations M Forghani, Y Qian, J Lee, MW Farthing, T Hesser, PK Kitanidis, EF Darve arXiv preprint arXiv:2111.11702, 2021 | 4 | 2021 |
| Machine Learning and Projection-Based Model Reduction in Hydrology and Geosciences M Forghani, Y Qian, J Lee, M Farthing, T Hesser, PK Kitanidis, EF Darve Knowledge Guided Machine Learning, 83-110, 2022 | 2 | 2022 |
| Physics-based parameterized neural ordinary differential equations: prediction of laser ignition in a rocket combustor Y Qian, J Wang, Q Douasbin, E Darve arXiv preprint arXiv:2302.08629, 2023 | | 2023 |
| Surfzone Topography-informed Deep Learning Techniques to Nearshore Bathymetry with Sparse Measurements. Y Qian, H Ghorbanidehno, MW Farthing, T Hesser, PK Kitanidis, EF Darve AAAI Spring Symposium: MLPS, 2020 | | 2020 |
