Inferring the equation of evolution of a thin-film superconductor

We infer the equation of evolution of a thin-film superconductor that is known to obey an otherwise unspecified (2+1)-dimensional time-dependent complex Ginzburg-Landau equation, given measurements on the probability density of the governing complex field and gauge fields. The formalism is tested using simulated data.