... demand from northern white sand and brown sand. hydraulic fracturing lateral length sand type white sand well Artificial Intelligence operator Upstream Oil & Gas brown sand proppant mass proppant loading fracturing materials fracturing fluid initial production Midland sand well...

... Artificial Intelligence neural network oil production average proppant concentration proppant mass URTeC proppant concentration machine learning selection prediction self-organizing map predictor influential point neuron dataset ace augmented physics-based model algorithm economic...

... the statistical analysis and hydraulic fracture modeling were compared on a set of parameters such as the effect of the number of clusters per stage (1-to-5), changes in proppant mass (50% decrease or increase) and treatment volumes. This study investigated fracture performance to find the best fracturing...

...). Completion parameters URTeC 1920211 4 detailed in the database include proppant type, proppant mass, fracture fluid type, fracture fluid volume, vertical length, lateral length, number of stages, number of perforation shots, perforation intervals, treatment rate, average treatment pressure, maximum treatment...