Kexin Liu

Dynamic evaluation of uncertainty quantification under distribution shift in materials property prediction

Materials-screening models are commonly selected through random in-distribution evaluations, although their errors and reported uncertainties can change beyond the training domain. We present a dynamic evaluation framework that tracks predictive robustness and uncertainty reliabi...