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#machine learning Preprint Oct 2026

Adaptive Randomized Neural Networks for PDEs: Structure-Aware Feature Redistribution and Residual-Driven Block Enrichment

This work proposes SFRBE--RaNN, a two-stage adaptive trial-space construction that combines safeguarded SFR with RBE capture factors to derive a finite-horizon error bound involving baseline best approximation and empirical consistency, together with a conditional random-search success-probability bound.

Yang You, Fei Wang · 0 citations
Open access Oct 2026

A localized and sustainable nitric oxide release cardiac patch for myocardial repair

Myocardial ischemia-reperfusion injury (MIRI) remains a major clinical challenge associated with rapid coronary recanalization, leading to extensive irreversible cardiomyocyte loss. This process is driven by excessive oxidative stress, inflammatory responses, and impaired angiogenesis, ultimately resulting in progres...

Rui Zhang, Jin-Lu Li, Jing Dai et al. · 0 citations

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