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Preprint Sep 2026

Probing Inflationary Origins of Primordial Black Holes with LIGO--Virgo--KAGRA O1--O4a data

Large primordial curvature perturbations not only produce primordial black holes (PBHs) but also inevitably source a scalar-induced stochastic gravitational-wave background upon horizon reentry. We analyze the combined LIGO--Virgo--KAGRA O1--O4a data to constrain two representative inflationary mechanisms for generatin...

Hai-Peng An, Huai-Ke Guo, M. Qiao et al. · 0 citations
Open access Sep 2026

Reconstructing synthetic hearts from ECG using flow matching

Cardiac imaging enables quantitative assessment of cardiac structure and function but remains constrained by cost, infrastructure and specialist expertise. In contrast, electrocardiogram (ECG) is widely accessible yet underexploited, despite encoding latent information about cardiac physiology. Here we introduce vision...

J. Zheng, S. Kalaie, Q. Ma et al. · 0 citations

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