Here we propose a DIP-based strategy to nest the DNN into a physical model for finding the optimal solution in a univariate optimization problem. The untrained physics-enhanced network (UPN) is ...

To secure a wider coverage of low-wavenumber velocity updates from the reflected waves in addition to the diving waves, we propose two-step FWI based on diffraction-angle filtering (DAF) for 3-D ...