الباحثون

Yu Ren

المنشورات 2

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PPCAR-Net: Projection-Refined Parametric 3D Coronary Artery Reconstruction from Sparse X-ray Angiographic Views

Yu Ren, Hwee Kuan Lee, Tat-Jen Cham وآخرون · 2026

Sparse-view 3D coronary reconstruction commonly relies on cross-view correspondence and triangulation, which are vulnerable to vessel overlap and foreshortening, or on volumetric prediction followed by vascular-graph extraction, which does not directly provide centrelines and radii. We introduce PPCAR-Net, a projection …

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Origins of Universal Machine Learning Force-Field Errors in Multicomponent Materials

Hongwei Du, Dingyang Lv, Baole Wei وآخرون · 2026

Universal machine learning force-field generalization to multicomponent environments generated by compositional design remains insufficiently assessed. We construct a benchmark of 7,599 multicomponent configurations inspired by high-entropy design, elemental substitution and anion mixing. Eleven pretrained models are e …

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