Author

Enping Lin

2 papers indexed here

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Aug 2026

Unlocking High-Fidelity Chemical NMR Spectral Information from Nonuniformly Sampled Experiments with Deep Learning.

Comprehensive evaluations across multiple biomolecular NMR experiments demonstrate that CLEAR consistently outperforms state-of-the-art reconstruction methods, reducing reconstruction errors (RLNE) by approximately 16-25% while exhibiting overall superior or competitive performance across multiple quantitative metrics,...

Jing-Min Lin, Ze Fang, Bo Chen et al. · Analytical Chemistry · 0 citations

Open access Aug 2026

Enhancing generalization in non-uniformly sampled NMR spectra reconstruction via accelerated conditional diffusion models

Multidimensional NMR spectroscopy provides rich molecular-level information on species and structures, with broad significance across chemistry, biology, and materials science. However, its widespread application is generally limited by prolonged acquisition times. Combining non-uniform sampling techniques with spect...

Bo Chen, Xun Guan, Zhuoran Rong et al. · National Science Review · 0 citations