I studied Informatics at the University of Edinburgh where I graduated with an integrated masters in 2022. During my studies, I focused on machine learning and data analysis. For my thesis, I studied the prediction of gene essentiality using machine learning and genome-scale metabolic models.
Current Research
My DPhil research focuses on evaluating and constraining storm-resolving climate models. I am currently exploring the fractal analysis of high clouds in the tropics in nextGEMS models. In the future, I want to use machine learning, specifically computer vision, to evaluate and improve the representation of clouds in storm-resolving models.
Publications
Freischem L J, Barahona M, Oyarzún D A (2022). Prediction of gene essentiality using machine learning and genome-scale metabolic models. IFAC PapersOnLine, 55(23). https://doi.org/10.1016/j.ifacol.2023.01.006.
