: Home Search Browse Collections My Account About Digital Commons Network⢠Skip to main content CEDAR Home About Western Libraries FAQ My Account Western CEDAR Previous Next Home WWU Graduate and Undergraduate Scholarship Honors Projects 648 WWU Honors College Senior Projects Title Silicon and Oxygen in Earthâ s Core : Applications of Machine Learning to Metal-Silicate Equilibria and Core Formation Authors Ruben Keane Senior Project Advisor Asmaa Boujibar Document Type Project Publication Date Winter 2023 Keywords Machine learning , geophysics , geochemistry , planetary geology , data science , interdisciplinary science Abstract Within Earthâ s core , light elements Si , O , C , S , N , H are known to make up a small fraction of the total mass of the core with respect to heavy elements