The IPDNN framework with GLOW activation and adaptive scatter subregion refinement solves inverse scattering problems with higher accuracy, robustness, and efficiency than prior methods.
Deep learning inversion of ground-penetrating radar with prior physical velocity field for complex subsurface root system.IEEE Trans
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Improved Physics-Driven Neural Network to Solve Inverse Scattering Problems
The IPDNN framework with GLOW activation and adaptive scatter subregion refinement solves inverse scattering problems with higher accuracy, robustness, and efficiency than prior methods.