The Auto3D package, supported by the AIMNet2 and ANI models as the backend, can reliably retrieve low-energy conformers and compute thermodynamic properties . Furthermore, the expansion of general ML data and methodologies has enabled the modeling of diverse molecular properties . In this work, we developed two methods for predicting RSE (Figure ).