Xinxin Hou

Field data analysis and risk assessment of gas kick during industrial deepwater drilling process based on supervised learning algorithm

Qishuai Yin, Jin Yang, Mayank Tyagi et al. · Process Safety and Environmental Protection · 2020 · 71 citations · Full text

Supervised Learning Algorithm, Data Classification, Gas Field Development +15

Machine Learning for Deepwater Drilling: Gas-Kick-Alarm Classification Using Pilot-Scale Rig Data with Combined Surface-Riser-Downhole Monitoring

Qishuai Yin, Jin Yang, Mayank Tyagi et al. · SPE Journal · 2021 · 59 citations · Full text

Summary Gas, Engineering, Machine Learning +26

Lost Circulation Prediction in South China Sea using Machine Learning and Big Data Technology

Xinxin Hou, Jin Yang, Qishuai Yin et al. · Offshore Technology Conference · 2020 · 36 citations

Artificial Intelligence, Engineering, Machine Learning +21

Drilling performance improvement in offshore batch wells based on rig state classification using machine learning

Qishuai Yin, Jin Yang, Xinxin Hou et al. · Journal of Petroleum Science and Engineering · 2020 · 34 citations · Full text

Data Classification, Support Vector Machine, Classification Method +12

Automatic Gas Influxes Detection in Offshore Drilling Based on Machine Learning Technology

Xinxin Hou, Jin Yang, Qishuai Yin et al. · 2019 · 15 citations

Artificial Intelligence, Environmental Monitoring, Machine Learning +23