Author

Xiao-Yu Xu

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#protein folding Review Open access Nov 2026

Hyperbolic heterogeneous graph learning for adverse drug reaction prediction, candidate prioritization, and pathway-based interpretation in pharmacovigilance

Adverse drug reaction (ADR) prediction remains challenging because spontaneous reporting data leave many exposure unit–ADR associations unobserved and provide limited support for candidate prioritization and mechanistic interpretation. We developed MEG-HHGN, a mechanistic evidence-guided hyperbolic heterogen...

Ru Lv, Xiao-Yu Xu, Yu-Lin Ji et al. · Frontiers in Pharmacology · 0 citations

Open access Sep 2026

Phase-stability-guided explainable machine learning for mechanical-property prediction and experimentally supported candidate screening of high-entropy alloys

High-entropy alloys (HEAs) provide a broad compositional space for developing structural materials with balanced phase stability and mechanical performance. However, reliable mechanical-property prediction remains challenging because alloy chemistry, phase constitution, processing state, and model uncertainty are s...

De-Rong Yuan, De-Lin Yuan, Xiao-Yu Xu · Frontiers in Materials · 0 citations