Evaluation of hydraulic fracturing effect on coalbed methane reservoir based on deep learning method considering physical constraints

Author:

Song HongqingORCID,Du Shuyi,Yang Jiaosheng,Zhao Yang,Yu Mingxu

Publisher

Elsevier BV

Subject

Geotechnical Engineering and Engineering Geology,Fuel Technology

Reference51 articles.

1. Almajid, Muhammad M., and Moataz O. Abu-Al-Saud. "Prediction of porous media fluid flow using physics informed neural networks." J. Petrol. Sci. Eng. 208 (2022): 109205.

2. Flow-based characterization of digital rock images using deep learning;Alqahtani;SPE J.,2021

3. Enhanced oil recovery by nanoparticles flooding: from numerical modeling improvement to machine learning prediction;Alwated;Advances in Geo-Energy Research,2021

4. Identification of refracturing reorientation using decline-analysis and geomechanical simulator;Asalkhuzina,2017

5. Automatic differentiation in machine learning: a survey;Baydin;J. Mach. Learn. Res.,2018

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