Research

My doctoral research at ETH Zurich's Institute for Atmospheric and Climate Science (IAC) is supervised by Ulrike Lohmann and Joel Oskarsson (ETH AI Center). At its core is the question of how scientific machine learning can augment costly physical simulations of the ocean's response to tropical cyclones. Models augmented in this way can help bring ocean hazards into global risk assessments, reliably and at a feasible computational cost. My work will integrate these models into climate adaptation and risk assessment frameworks such as the CLIMADA platform.