Yiming Ren

3D-Mol predicts molecular properties using 3D structure information by contrastive learning on 20M unlabeled data, outperforming baselines on 5 benchmarks.

The paper uses a deep neural network to identify bioactive constituents in TCM prescriptions for colitis, finding that selected compounds effectively suppress disease progression in mice.