Inversion of 1D frequency- and time-domain electromagnetic data with convolutional neural networks

Vladimir Puzyrev, Andrei Swidinsky

Inversion of electromagnetic data finds applications in many areas of geophysics. The inverse problem is commonly solved with either deterministic optimization methods (such as the…