102 citations · 129 across the 8 of their papers we have counts for
3 papers · 1 filter
Sequential Bayesian experimental design for calibration of expensive simulation models
Özge Sürer, Matthew Plumlee, Stefan M. Wild
Simulation models of critical systems often have parameters that need to be calibrated using observed data. For expensive simulation models, calibration is done using an emulator o…
Constructing a simulation surrogate with partially observed output
Moses Y-H. Chan, Matthew Plumlee, Stefan M. Wild
Gaussian process surrogates are a popular alternative to directly using computationally expensive simulation models. When the simulation output consists of many responses, dimensio…
Bayesian calibration of viscous anisotropic hydrodynamic simulations of heavy-ion collisions
Dananjaya Liyanage, Özge Sürer, Matthew Plumlee +2
Due to large pressure gradients at early times, standard hydrodynamic model simulations of relativistic heavy-ion collisions do not become reliable until \,fm/ after the c…