This paper introduces a review of the modern approaches of digitalization in the oil and gas
industry. The objective is understanding the current applications of the traditional …

Prediction of well production from unconventional reservoirs is a complex problem given an
incomplete understanding of physics despite large amounts of data. Recently, Data …

Geological characteristics, geomechanical behavior and hydraulic fracture propagation
mechanism in the Marcellus shale gas play are analyzed and compared with China's Fuling …

Growing amount of hydraulic fracturing (HF) jobs in the recent two decades resulted in a
significant amount of measured data available for development of predictive models via …

Shale gas reservoirs are contributing a major role in overall hydrocarbon production,
especially in the United States, and due to the intense development of such reservoirs, it is a …

Through reviewing the development history of reservoir hydraulic fracturing technology, this
paper demonstrated the latest research progress at home and abroad and summarized six …

With the aid of machine learning method, namely artificial neural networks, we established
data-driven proxy models that could be utilized to maximize the net present value of a …

Shale gas, as an important unconventional natural gas resource, is the main force to
increase natural gas reserves and production in the future. For shale gas with huge …

Due to the rapid development of shale gas, a system has been established that can utilize a
considerable amount of data using the database system. As a result, many studies using …

Researchers from both industry and academia have studied the tight oil resources
intensively in the past decade since the successfully development of Bakken Shale and …