COMBINE - COst Minimization Bed INvErsion model for glaciers and ice caps
This project is an adaption/extension to OGGM and utilizes it's 2D Shallow-Ice-Approximation dynamical model together with backwards functionalities (Automatic/Algorithmic Differentiation) of PyTorch to enable a cost function based inversion of bedrock topography based on surface outlines, surface topography and optionally also existing ice thickness measurements for ice caps and glaciers.