“…To establish ML methods to address the above classification problems, training and testing datasets were collected from a total of 21 different peer-reviewed papers, including 13 discussing the LMD method 8,10,11,14,19,[51][52][53][54][55][56][57][58][59][60][61][62][63] , 4 papers addressing the SSID method 17,20,64,65 , and 4 papers examining the aqueous solution dealloying (ASD) method [66][67][68][69] , listed in Supplementary Table 3. These data were then used to classify miscible/immiscible pairs.…”