125 citations · 322 across the 20 of their papers we have counts for
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stat.ME2018
Adding Constraints to Bayesian Inverse Problems
Jiacheng Wu, Jian-Xun Wang, Shawn C. Shadden
Using observation data to estimate unknown parameters in computational models is broadly important. This task is often challenging because solutions are non-unique due to the compl…
physics.ao-ph2018★ 9 cited
A transport method for restoring incomplete ocean current measurements
Siavash Ameli, Shawn C. Shadden
Remote sensing of oceanographic data often yields incomplete coverage of the measurement domain. This can limit interpretability of the data and identification of coherent features…
physics.med-ph2018★ 29 cited
Data-augmented modeling of intracranial pressure
Jian-Xun Wang, Xiao Hu, Shawn C. Shadden
Precise management of patients with cerebral diseases often requires intracranial pressure (ICP) monitoring, which is highly invasive and requires a specialized ICU setting. The ab…