Research projects

Project CEMAPRE internal

TitleScreening computer models
ParticipantsGonzalo Garcia-Donato, Rui Paulo (Principal Investigator)
SummaryThe purpose of this project is to finalise and produce a final report on ongoing research that is
focused on detecting active inputs to a computer model. We approach it by placing a Gaussian process
prior on the function output and considering the collection of models that results from all possible
selections of active inputs. The final product are posterior inclusion probabilities that can be
utilized to determine which subset of inputs is active.