Multi-Task Fine-Tuning Enables Robust Out-of-Distribution Generalization in Atomistic Models

Chengqian Zhang, Duo Zhang, Anyang Peng +7

Accurate de novo molecular and materials design requires structure-property models that generalize beyond known regimes. Although pretrained atomistic models achieve strong in-dist…