The underlying physics behind an experimental observation often lacks a simple analytical description. This is especially the case for scanning probe microscopy techniques, where interaction between and sample nontrivial. Realistic modeling to include details of always exponentially more difficult than its "spherical cow" counterparts. On other hand, well-trained artificial neural network based...