“…Pillar stability can be assessed using a variety of methods, among which empirical formulae and numerical modelling are the most frequently employed (Zhou, et al, 2015). The simplest approaches are empirical strength formulae (Salamon and Munro, 1967;Obert and Duvall, 1967;Lunder and Pakalnis, 1997;Martin and Maybee, 2000;Esterhuizen, et al, 2011) that use simple parameters such as width, height, strength, plus calibration constants, and which are still widely used in early stages of design (Sinha and Walton, 2019;Kersten, 2019). While these approaches could oversimplify the stability assessment problem, they can be reliable provided they are calibrated using sufficiently large case databases, accounting for site variability by applying appropriate Factors of Safety.…”