... fracturing process by leveraging a large amount of finished simulation results from full-physics simulations as training dataset. It utilizes a physics-guided U-net model plus inception with inputs being 2D images (slices) averaging 3D key reservoir and geomechanical parameters. The model is trained...

.... The performances from each method are analyzed along with the error analysis. The clustering methods used are k-means clustering, self-organized map (SOM)/ hierarchical clustering combination. We divided the dataset into a training dataset (80%) and a testing dataset (20 Data Numbering Quartz% Feldspar% Clay Group...