Linearised versus Nonlinear Estimates of Uncertainty in Full Waveform Inversion
This study demonstrates that while both linearised and nonlinear methods accurately recover mean models in Bayesian Full Waveform Inversion, nonlinear approaches are essential for obtaining accurate uncertainty estimates and unbiased meta-property calculations, as linearised methods fail to capture complex uncertainty structures due to the inherent nonlinearity of wave physics.