Approaching geoscientific inverse problems with vector-to-image domain transfer networks

Eric Laloy, Niklas Linde, Diederik Jacques

We present vec2pix, a deep neural network designed to predict categorical or continuous 2D subsurface property fields from one-dimensional measurement data (e.g., time series), the…