141 citations · 317 across the 14 of their papers we have counts for
3 papers · 1 filter
hIPPYlib-MUQ: A Bayesian Inference Software Framework for Integration of Data with Complex Predictive Models under Uncertainty
Ki-Tae Kim, Umberto Villa, Matthew Parno +3
Bayesian inference provides a systematic framework for integration of data with mathematical models to quantify the uncertainty in the solution of the inverse problem. However, the…
Bonded discrete element simulations of sea ice with non-local failure: Applications to Nares Strait
Brendan West, Devin O'Connor, Matthew Parno +2
The discrete element method (DEM) can provide detailed descriptions of sea ice dynamics that explicitly model floes and discontinuities in the ice, which can be challenging to repr…
A Bayesian Approach for Inferring Sea Ice Loads
Matthew Parno, Taylor Hodgdon, Brendan West +2
The Earth's climate is rapidly changing and some of the most drastic changes can be seen in the Arctic, where sea ice extent has diminished considerably in recent years. As the Arc…