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Author

Xiao Xue

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Preprint Jul 2026

Explainable quantum-compressed machine learning for complex fluid flows

On two patient-specific cardiovascular benchmarks, the structured QCML propagator matches the predictive accuracy of its classical counterpart on surface pressure spectra, pressure drop, and wall shear stress, establishing QCML as a working component of scientific machine learning and a concrete contribution towards pr...

Xiao Xue, Maida Wang, Mingyang Gao et al. · 0 citations
Open access Jul 2026

Reliability of AI Methods in Drug Discovery: Evaluation of Boltz‑2 for Structure and Binding Affinity Prediction

An extensive evaluation of Boltz-2 using two large-scale data sets shows that Boltz-2 lacks the energetic resolution required for lead identification, highlighting the necessity of employing physics-based methods for the reliability and refinement of AI-derived models.

S. Wan, Xibei Zhang, Xiao Xue et al. · 3 citations

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