Physics-aware resolution enhancement of soft X-ray tomography with measurement-supervised learning
ShaoSen Chueh, Eoghan Gallagher, Charlotte de Ceuninck van Capelle, Leo Luo, Takashi Ishikawa, Christopher Evans, Nicola F. Fletcher, Mary Lopez-Perez, David Rogers, Stephen J. M. O'Connor, Conal Mcintyre, Martina Donnellan, Paul Sheridan, Jeremy C. Simpson, Sergey Kapishnikov
This paper enhances the spatial resolution of soft X-ray tomography using physics-aware learning, improving structural fidelity and reducing radiation exposure.
bioRxiv · Sep 16, 2026 · PreprintCell Biology