A Systematic Survey and Benchmark of Deep Learning for Molecular Property Prediction in the Foundation Model Era

Zongru Li, Xingsheng Chen, Honggang Wen +8

Molecular property prediction integrates quantum chemistry, cheminformatics, and deep learning to connect molecular structure with physicochemical and biological behavior. This sur…