Author

Qingping Zhou

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Jul 2026

Atomic Uncertainty Pinpoints Critical Failure Structures for Trustworthy Molecular Property Prediction

AUINet is introduced, an atomic uncertainty-aware iterative network that quantifies and refines uncertainty at the atomic scale and establishes a new paradigm for trustworthy molecular property prediction.

Jiayu Qian, Yukun Luo, Qingping Zhou et al. · Journal of Chemical Informat... · 0 citations