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Liu Y

3 papers indexed

openalexZenodo (CERN European Organization for Nuclear Research)2026-07-24

Code and data for "Dynamic evaluation of uncertainty quantification under distribution shift in materials property prediction"

Wenbin Wan, Kexin Liu, Shanlin Tong, Wu Lu, Liu Y, Xingwen Jiang, et al.

This record contains the supplementary code and data supporting the manuscript “Dynamic evaluation of uncertainty quantification under distribution shift in materials property prediction.” The archive contains raw and processed data tables, crystallographic structures, Materials…

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openalexScience Advances2026-07-24

Interpretable dynamic quantitative vascular morphometry features using SHAP for anti-angiogenic therapy response prediction

Kui Hu, Qian Cai, Jia Xu, Shuangquan Ai, Wuling Ou, Liu Y

Anti-angiogenic therapy benefits vary, with response rates of 40 to 70%, highlighting the need for early biomarkers to identify responders. We developed an automated machine learning framework that uses delta quantitative vascular morphometry features from standard contrast-enhan…

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openalexZenodo (CERN European Organization for Nuclear Research)2026-07-24

Code and data for "Dynamic evaluation of uncertainty quantification under distribution shift in materials property prediction"

Wenbin Wan, Kexin Liu, Shanlin Tong, Wu Lu, Liu Y, Xingwen Jiang, et al.

This record contains the supplementary code and data supporting the manuscript “Dynamic evaluation of uncertainty quantification under distribution shift in materials property prediction.” The archive contains raw and processed data tables, crystallographic structures, Materials…

View free PDFSource page