45 citations · 74 across the 4 of their papers we have counts for
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physics.comp-ph2021★ 23 cited
Variational Inference at Glacier Scale
Douglas J. Brinkerhoff
We characterize the complete joint posterior distribution over spatially-varying basal traction and and ice softness parameters of an ice sheet model from observations of surface s…
physics.comp-ph2020★ 45 cited
Constraining subglacial processes from surface velocity observations using surrogate-based Bayesian inference
Douglas Brinkerhoff, Andy Aschwanden, Mark Fahnestock
Basal motion is the primary mechanism for ice flux outside Antarctica, yet a widely applicable model for predicting it in the absence of retrospective observations remains elusive.…