Chemometric Classification of Crude Oils in Complex Petroleum Systems Using t-Distributed Stochastic Neighbor Embedding Machine Learning Algorithm

Abstract

The origin of crude oils is fundamental in the study of petroleum systems, but encounters difficulties in complex systems because traditional geochemistry proxies are influenced by multiple factors...