3 papers
cond-mat.mtrl-sci2026
Multi4D: an end-to-end neural network for structural determination at complex material interfaces
Haoran Zhang, Zian Mao, Shufen Chu +6
Heterogeneous interfaces dictate the performance and degradation of functional materials, making it essential to link local structural variations with macroscopic failure mechanism…
cs.CV2025
4D-PreNet: A Unified Preprocessing Framework for 4D-STEM Data Analysis
Mingyu Liu, Zian Mao, Zhu Liu +8
Automated experimentation with real time data analysis in scanning transmission electron microscopy (STEM) often require end-to-end framework. The four-dimensional scanning transmi…
cs.CV2025
4D-MISR: A unified model for low-dose super-resolution imaging via feature fusion
Zifei Wang, Zian Mao, Xiaoya He +7
While electron microscopy offers crucial atomic-resolution insights into structure-property relationships, radiation damage severely limits its use on beam-sensitive materials like…