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Zi-Hao Wang

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#machine learning Preprint Sep 2026

Backward SDEs-based Diffusion for Physics-Constrained Generation

A practical neural BSDE solver is developed that composes arbitrary pretrained diffusion priors with domain constraints without modifying the score-defined coefficients, producing an anchored prior state that enables neighborhood sampling for uncertainty characterization and establishes existence and uniqueness of the...

Zi-Hao Wang · 0 citations

Aug 2026

SVRCL-SR: a high spatial resolution imaging method for large-size plate-shaped components

Comprehensive evaluations on multiple datasets and SR scales indicate that the SVRCL-SR achieves superior performance in artifact suppression and high-frequency detail restoration, along with strong robustness.

Qian Tong, Chao-Liang He, Chuan-Dong Tan et al. · Measurement science and tech... · 0 citations