Utilizing Multi-Output Regression and Machine Learning for Reservoir Evaluation

Utilizing Multi-Output Regression and Machine Learning for Reservoir Evaluation

Generally, BCO provides a good option for maximizing oil production in brownfields, allowing access to remaining oil targets after existing completions. Proper BCO maturity, including small reservoir unit analysis, can yield high returns and low-risk projects to acquire cheap oil at low cost. Unfortunately, the lack of appropriate resources, such as potential manpower and budget … Read more

4-Minute PyTorch Tutorial: Linear Regression Step-by-Step

4-Minute PyTorch Tutorial: Linear Regression Step-by-Step

Produced by Big Data Digest Compiled by: Hong Yingfei, Ning Jing PyTorch, one of the deep learning framework libraries, is an open-source deep learning platform from Facebook that provides seamless transition from research prototypes to production deployment. This article aims to introduce the basics of PyTorch, helping beginners write initial Python PyTorch code in 4 … Read more