Highlighting my current and past research projects.

As a member of the Karlstrom lab in the University of Oregon, my research focuses on understanding the magma flow beneath the Earth's surface and during volcanic eruptions. Specifically, I examine how magma transitions from dike intrusions to conduit flow, which can lead to fissure eruptions that eventually consolidate into a single vent. Using computational fluid dynamics (CFD) simulations, I analyze magma flow and conduit morphology changes over time. This is particularly challenging for thermo-viscous flows, as heat flux within the conduit alters its geometry. To address these challenges, I utilize numerical modeling to investigate the evolution of flow dynamics. By calibrating these models with observational data from real-world volcanic systems, I aim to enhance their accuracy and predictive capabilities. Understanding the mechanics of magma movement is essential because it influences how far lava flows can travel and where magma will solidify upon cooling.
Volcanic plumes are columns of ash, gas, and particles released during explosive eruptions. They can affect climate, spread volcanic material over large distances, and pose serious hazards to aviation. When eruption columns collapse, they can generate pyroclastic density currents, which are among the most dangerous volcanic hazards. I investigated how external water, such as seawater or surface water interacting with magma, influences volcanic column height and collapse. Using the 1D steady-state plume model Plumeria, we simulated eruption scenarios with varying external water content, vent exit velocity, initial magma temperature, and mass eruption rate. Our results show that small amounts of external water can suppress column collapse and help buoyant plumes form, while larger amounts of water can promote collapse by cooling and densifying the eruptive mixture. We also found that the Richardson number remains useful for interpreting collapse behavior even when external water is present. This work improves our understanding of how water influences explosive eruption dynamics and is especially relevant for water-rich eruptions such as the 2022 Hunga eruption. Corresponding author: Edgar Carrillo, University of Oregon. Principal Investigator: Kristen Fauria, Vanderbilt University.
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The 2011-2012 eruption of Chile's Cordón Caulle volcano provides valuable insight into how high-silica rhyolite can form directly from basaltic magma. Observations of mafic (basaltic) enclaves surrounded by rhyolitic glass suggest this transformation process. Using the rhyolite-MELTS program, we simulated magma evolution under varying pressures and water contents. Understanding this mechanism enhances our knowledge of magma evolution and volcanic behavior, with applications to other volcanic systems to improve predictions of volcanic activity. Click 'Read More' below to see the full results. (Corresponding Author: Anna Ruefer - Stanford University; Principal Investigator: Guil Gualda - Vanderbilt University) This research was conducted as part of the MESSY group at Vanderbilt University.
Read MoreMy research has benefited from collaborations with scientists and institutions working at the intersection of numerical modeling, computational methods, and Earth system science. If you are interested in collaborating on projects involving scientific computing, geophysical modeling, data analysis, or related interdisciplinary research, please feel free to reach out.