“…A total of 3825 data points of density data (Morgado et al, 2007(Morgado et al, , 2011Yokoyama and Takahashi, 1991;Holcomb and Van Poolen, 1994;Tamatsu et al, 1992;Ribeiro et al, 2007;Yin and Wu, 2011;Widiatmo et al, 2001;Bobbo et al, 2004;Kayukawa et al, 2003;Ohta et al, 2001;Pineiro et al, 2003Pineiro et al, , 2004Bamgbade et al, 2012; NIST Thermophysical Properties of Fluid Systems) from 5 different categories including HCFCs, HFCs, HFEs, PFAs, and PFAAs at several temperatures and pressures, corresponding to 48 different refrigerant systems have been used to train, validate and test the model. Table 1 shows the structural groups used as input variables.…”