Xinrui Lyu

Early prediction of circulatory failure in the intensive care unit using machine learning

Stephanie L. Hyland, Martin Faltys, Matthias Hüser et al. · Nature Medicine · 2020 · 408 citations · Full text

Prognostic Evaluation, Heart Failure, Machine Learning +11

GANSim‐3D for Conditional Geomodeling: Theory and Field Application

Suihong Song, Tapan Mukerji, Jiagen Hou et al. · Water Resources Research · 2022 · 53 citations

Conditioning Data, Engineering, Machine Learning +22

Mechanism and influencing factors of EOR by N 2 injection in fractured-vuggy carbonate reservoirs

Xinrui Lyu, Zhongchun Liu, Jirui Hou et al. · Journal of Natural Gas Science and Engineering · 2017 · 52 citations

Hydrogeology, Petroleum Reservoir, Engineering +4

Improving Clinical Predictions through Unsupervised Time Series Representation Learning

Xinrui Lyu, Matthias Hüser, Stephanie L. Hyland et al. · arXiv (Cornell University) · 2018 · 26 citations · Full text

Structured Prediction, Engineering, Machine Learning +16

Construction of carbonate reservoir knowledge base and its application in fracture-cavity reservoir geological modeling

Zhiliang He, Jianfang Sun, Panhong GUO et al. · Petroleum Exploration and Development · 2021 · 23 citations · Full text