Xuanwen Hua

HYPER-Net: Physics-Conditioned Self-Supervised Reconstruction for Fourier Light-Field Microscopy

HYPER-Net enables physics-conditioned self-supervised reconstruction for Fourier light-field microscopy, improving volumetric imaging across diverse biological contexts.

Volumetric Scattering Microscopy

This paper introduces Volumetric Scattering Microscopy (VSM), a computational framework for 3D fluorescence imaging in scattering biological media, achieving high-fidelity volumetric reconstruction across various samples.

PAVR: High-Resolution Cellular Imaging via a Physics-Aware Volumetric Reconstruction Framework

PAVR enables high-resolution volumetric imaging of cells using a physics-aware framework trained on simulated data, demonstrating applications in tracking subcellular structures and analyzing cardiac cell dynamics.

Deep Volumetric Localization Super-Resolution Microscopy

This paper introduces VLM, a super-resolution microscopy method that combines hardware and algorithmic improvements to achieve high-fidelity 3D single-molecule imaging with 10 nm and 25 nm localization precision.