Topographic Mapping of astronomical light curves via a physically inspired Probabilistic model

Nikolaos Gianniotis, Peter Tino, Steve Spreckley +1

We present a probabilistic generative approach for constructing topographic maps of light curves from eclipsing binary stars. The model defines a low-dimensional manifold of local…