21 citations · 64 across the 14 of their papers we have counts for
3 papers · 1 filter
A reduced order model for geometrically parameterized two-scale simulations of elasto-plastic microstructures under large deformations
Theron Guo, Ondřej Rokoš, Karen Veroy
In recent years, there has been a growing interest in understanding complex microstructures and their effect on macroscopic properties. In general, it is difficult to derive an eff…
A Greedy Sensor Selection Algorithm for Hyperparameterized Linear Bayesian Inverse Problems
Nicole Aretz, Peng Chen, Denise Degen +1
We consider optimal sensor placement for a family of linear Bayesian inverse problems characterized by a deterministic hyper-parameter. The hyper-parameter describes distinct confi…
Choosing observation operators to mitigate model error in Bayesian inverse problems
Nada Cvetković, Han Cheng Lie, Harshit Bansal +1
In statistical inference, a discrepancy between the parameter-to-observable map that generates the data and the parameter-to-observable map that is used for inference can lead to m…