Rui (Ray) Wang
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Towards physics-informed deep learning for turbulent flow prediction
R Wang, K Kashinath, M Mustafa, A Albert, R Yu
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020
372020
Prediction of Alzheimer’s disease-associated genes by integration of GWAS summary data and expression data
S Hao, R Wang, Y Zhang, H Zhan
Frontiers in genetics 9, 653, 2019
122019
Incorporating symmetry into deep dynamics models for improved generalization
R Wang, R Walters, R Yu
International Conference on Learning Representations (ICLR), 2021
92021
Physics-informed machine learning: case studies for weather and climate modelling
K Kashinath, M Mustafa, A Albert, JL Wu, C Jiang, S Esmaeilzadeh, ...
Philosophical Transactions of the Royal Society A 379 (2194), 20200093, 2021
72021
Aortic Pressure Forecasting with Deep Learning
E Huang, R Wang, U Chandrasekaran, R Yu
2020 Computing in Cardiology, 2020
2*2020
Physics-informed Spatio-temporal Deep Learning Models
K Kashinath, A Albert, R Wang, M Mustafa, R Yu
APS Division of Fluid Dynamics Meeting Abstracts, C17. 007, 2019
22019
Bridging Physics-based and Data-driven modeling for Learning Dynamical Systems
R Wang, D Maddix, C Faloutsos, Y Wang, R Yu
arXiv preprint arXiv:2011.10616, 2020
12020
Meta-Learning Dynamics Forecasting Using Task Inference
R Wang, R Walters, R Yu
arXiv preprint arXiv:2102.10271, 2021
2021
Intra-aortic pressure forecasting
A El Katerji, E Kroeker, E Jortberg, R Yu, R Wang
US Patent App. 16/889,457, 2020
2020
Left Ventricular Volume and Cardiac Output Estimation Using Machine Learning Model
A El Katerji, Q Tan, E Kroeker, R Wang
US Patent App. 16/743,797, 2020
2020
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