Before revision:  A challenge in implementing UQ procedures is that many published methods require that the model be identifiable . An identifiable model is one with a one-to-one mapping  from the parameter space to the model output  .
After revision:  A challenge in implementing UQ procedures is that many published methods assume that the underlying model is identifiable (e.g. that a one-to-one mapping from the parameter space to the model output .