27 citations · 30 across the 3 of their papers we have counts for
3 papers
Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology
Graham Pash, Umberto Villa, David A. Hormuth +2
Quantifying the uncertainty in predictive models is critical for establishing trust and enabling risk-informed decision making for personalized medicine. In contrast to one-size-fi…
Multifidelity probability estimation via fusion of estimators
Boris Kramer, Alexandre Noll Marques, Benjamin Peherstorfer +2
This paper develops a multifidelity method that enables estimation of failure probabilities for expensive-to-evaluate models via information fusion and importance sampling. The pre…
An UQ-ready finite element solver for a two-dimensional RANS model of free plane jets
Umberto Villa, Alexandre Noll Marques
Numerical solution of the system of partial differential equations arising from the Reynolds-Averaged Navier-Stokes (RANS) equations with turbulence model presents several ch…