Transfer learning across different chemical domains: virtual screening of organic materials with deep learning models pretrained on small molecule and chemical reaction data.

Within the framework of the USPTO–SMILES and ChEMBL pre-training datasets, the R 2 for four out of the five tasks assessed typically demonstrated a decreasing trend with the reduction in the size of the pre-training dataset.

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