Peiyuan Gao

Enhanced prediction of molecular properties using transfer learning on sigma profiles

The performance of machine learning techniques for the prediction of a wide range of molecular properties has seen rapid improvements in recent years due to developments in both molecular representations and deep learning modeling techniques. Sigma profiles, which are computational descriptors representing the surfac...