“…To further examine if our ML approach is generalizable, we have selected 26 molecules out of the dataset and unseen by the ML algorithm including CoO, 56 CrC, 57 InBr, 58 IrSi, 59 MgD, 60 MoC, 61 NbC, 61 NiBr, 62 NiC, 63 NiO, 64 NiS, 65 PbI, 66 PdC, 61 RuC, 61 RuF, 67 ScBr, 62 SnI, 66 TiBr, 62 UF, 68 UO, 69 WC, 70 YC, 61 ZnBr, 62 ZrC, 61 ZrCl, 71 ZrF. 71 The MAE of the GP regression model predicting ground state R e of the extra test set is 0.066 Å.…”