Applications of Artificial Intelligence Techniques in the Petroleum Industry gives engineers a critical resource to help them
understand the machine learning that will solve specific engineering challenges. The reference begins with fundamentals, covering
preprocessing of data, types of intelligent models, and training and optimization algorithms. The book moves on to methodically
address artificial intelligence technology and applications by the upstream sector, covering exploration, drilling, reservoir
and production engineering. Final sections cover current gaps and future challenges.