2 citations · 2 across the 3 of their papers we have counts for
4 papers
Toward Actionable Predictability of Tropical Mesoscale Convective Systems through Large-scale Recurrent Environments in Northern South America
Vanessa Robledo, John F. Mejía, Jhayron S. Pérez-Carrasquilla +2
Mesoscale convective systems (MCSs) produce much of the extreme precipitation, floods, and landslides that affect northern South America (NOSA), yet remain difficult to anticipate…
Tracing the space-time causal origins of Earth system extremes
Jhayron S. Pérez-Carrasquilla, J. Jake Nichol, Vanessa Robledo +4
Identifying the causes of Earth's extremes is challenging because counterfactual experiments are not possible in the observed world. Data-driven causal discovery complements comput…
M-CaStLe: Uncovering Local Causal Structures in Multivariate Space-Time Gridded Data
J. Jake Nichol, Michael Weylandt, G. Matthew Fricke +2
Causal graph discovery for space-time systems is challenging in high-dimensional gridded data, which often has many more grid cells than temporal observations per cell. The Causal…
Using Generative Artificial Intelligence Creatively in the Classroom and Research: Examples and Lessons Learned
Maria J. Molina, Amy McGovern, Jhayron S. Perez-Carrasquilla +2
Although generative artificial intelligence (AI) is not new, recent technological breakthroughs have transformed its capabilities across many domains. These changes necessitate new…