12 citations · 12 across the 2 of their papers we have counts for
2 papers
cs.CE2024
Mechanical State Estimation with a Polynomial-Chaos-Based Statistical Finite Element Method
Vahab Narouie, Henning Wessels, Fehmi Cirak +1
The Statistical Finite Element Method (statFEM) offers a Bayesian framework for integrating computational models with observational data, thus providing improved predictions for st…
cs.CE2022★ 12 cited
Inferring Displacement Fields from Sparse Measurements Using the Statistical Finite Element Method
Vahab B. Narouie, Henning Wessels, Ulrich Römer
A well-established approach for inferring full displacement and stress fields from possibly sparse data is to calibrate the parameter of a given constitutive model using a Bayesian…