| Machine learning with data assimilation and uncertainty quantification for dynamical systems: a review S Cheng, C Quilodran-Casas, S Ouala, A Farchi, C Liu, P Tandeo, ... IEEE/CAA journal of automatica sinica, 2023 | 141 | 2023 |
| Data-driven surrogate model with latent data assimilation: Application to wildfire forecasting S Cheng, IC Prentice, Y Huang, Y Jin, YK Guo, R Arcucci Journal of Computational Physics 464, 111302, 2022 | 81 | 2022 |
| Data-enabled physics-informed machine learning for reduced-order modeling digital twin: application to nuclear reactor physics H Gong(1), S Cheng(1), Z Chen, Q Li Nuclear Science and Engineering 196 (6), 668-693, 2022 | 79 | 2022 |
| Generalised Latent Assimilation in Heterogeneous Reduced Spaces with Machine Learning Surrogate Models S Cheng, J Chen, C Anastasiou, P Angeli, OK Matar, YK Guo, CC Pain, ... Journal of scientific computing, 2023 | 68 | 2023 |
| Med-UniC: Unifying Cross-Lingual Medical Vision-Language Pre-Training by Diminishing Bias Z Wan, C Liu, M Zhang, J Fu, B Wang, S Cheng, L Ma, C Quilodrán-Casas, ... Advances in Neural Information Processing Systems (NeurIPS), 2023, 2023 | 64 | 2023 |
| Frozen Language Model Helps ECG Zero-Shot Learning J Li, C Liu, S Cheng, R Arcucci, S Hong Medical Imaging with Deep Learning (MIDL), 2023 | 61 | 2023 |
| M-flag: Medical vision-language pre-training with frozen language models and latent space geometry optimization C Liu, S Cheng, C Chen, M Qiao, W Zhang, A Shah, W Bai, R Arcucci International Conference on Medical Image Computing and Computer-Assisted …, 2023 | 60 | 2023 |
| Generative text-guided 3d vision-language pretraining for unified medical image segmentation Y Chen, C Liu, W Huang, S Cheng, R Arcucci, Z Xiong arXiv preprint arXiv:2306.04811, 2023 | 59 | 2023 |
| An efficient digital twin based on machine learning SVD autoencoder and generalised latent assimilation for nuclear reactor physics H Gong(1), S Cheng(1), Z Chen, Q Li, C Quilodrán-Casas, D Xiao, ... Annals of Nuclear Energy 179, 109431, 2022 | 50 | 2022 |
| Parameter Flexible Wildfire Prediction Using Machine Learning Techniques: Forward and Inverse Modelling S Cheng, Y Jin, SP Harrison, C Quilodrán-Casas, IC Prentice, YK Guo, ... Remote Sensing 14 (13), 3228, 2022 | 49 | 2022 |
| A non‐linear non‐intrusive reduced order model of fluid flow by auto‐encoder and self‐attention deep learning methods R Fu, D Xiao, IM Navon, F Fang, L Yang, C Wang, S Cheng International Journal for Numerical Methods in Engineering, 2023 | 48* | 2023 |
| Reduced-order digital twin and latent data assimilation for global wildfire prediction C Zhong, S Cheng*, M Kasoar, R Arcucci Natural Hazards and Earth System Sciences 23 (5), 1755-1768, 2023 | 33 | 2023 |
| Etp: Learning transferable ecg representations via ecg-text pre-training C Liu, Z Wan, S Cheng, M Zhang, R Arcucci ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | 27 | 2024 |
| Ensemble latent assimilation with deep learning surrogate model: application to drop interaction in a microfluidics device Y Zhuang, S Cheng*, N Kovalchuk, M Simmons, OK Matar, YK Guo, ... Lab on a Chip 22 (17), 3187-3202, 2022 | 26 | 2022 |
| Background error covariance iterative updating with invariant observation measures for data assimilation S Cheng, JP Argaud, B Iooss, D Lucor, A Ponçot Stochastic Environmental Research and Risk Assessment 33 (11), 2033-2051, 2019 | 26 | 2019 |
| Optimization of microfluidic synthesis of silver nanoparticles: a generic approach using machine learning K Nathanael, S Cheng, NM Kovalchuk, R Arcucci, MJH Simmons Chemical Engineering Research and Design 193, 65-74, 2023 | 25 | 2023 |
| Observation data compression for variational assimilation of dynamical systems S Cheng, D Lucor, JP Argaud Journal of computational science 53, 101405, 2021 | 25 | 2021 |
| Error covariance tuning in variational data assimilation: application to an operating hydrological model S Cheng, JP Argaud, B Iooss, D Lucor, A Ponçot Stochastic Environmental Research and Risk Assessment 35 (5), 1019-1038, 2021 | 25 | 2021 |
| Imitate: Clinical prior guided hierarchical vision-language pre-training C Liu, S Cheng, M Shi, A Shah, W Bai, R Arcucci IEEE Transactions on Medical Imaging, 2024 | 23 | 2024 |
| Real-time updating of dynamic social networks for COVID-19 vaccination strategies S Cheng, CC Pain, YK Guo, R Arcucci Journal of Ambient Intelligence and Humanized Computing 15 (3), 1981-1994, 2023 | 23* | 2023 |
Yike GuoDept of CSE, The Hong Kong University of Science and TechnologyE-mailová adresa ověřena na: ust.hk