3 papers
physics.ao-ph2025
Super Resolution for Renewable Energy Resource Data With Wind From Reanalysis Data and Application to Ukraine
Brandon N. Benton, Grant Buster, Pavlo Pinchuk +4
With a potentially increasing share of the electricity grid relying on wind to provide generating capacity and energy, there is an expanding global need for historically accurate,…
math.OC2025
Adaptive Computing for Scale-up Problems
Kevin Patrick Griffin, Hilary Egan, Marc T. Henry de Frahan +11
Adaptive Computing is an application-agnostic outer loop framework to strategically deploy simulations and experiments to guide decision making for scale-up analysis. Resources are…
physics.ao-ph2024
Tackling extreme urban heat: a machine learning approach to assess the impacts of climate change and the efficacy of climate adaptation strategies in urban microclimates
Grant Buster, Jordan Cox, Brandon N. Benton +1
As urbanization and climate change progress, urban heat becomes a priority for climate adaptation efforts. High temperatures concentrated in urban heat can drive increased risk of…