In this research, we address the problem of evaluating physical stability (PS) to close tailings dams (TD) from medium-sized Chilean mining using artificial intelligence (AI) algorithms. The PS can be analyzed through study critical variables TD that allow estimating different potential failure mechanisms (PFM): seismic liquefaction, slope instability, static overtopping, and piping, which may ...