3 papers
physics.comp-ph2026
Physics-informed automated surface reconstructing via low-energy electron diffraction based on Bayesian optimization
Xiankang Tang, Ruiwen Xie, Jan P. Hofmann +1
Low-energy electron diffraction (LEED) is a cornerstone technique for determining surface atomic structures[heldStructureDeterminationLowenergy2025], yet the quantitative analysis…
physics.comp-ph2026
Physics-informed Bayesian Optimization for Quantitative High-Resolution Transmission Electron Microscopy
Xiankang Tang, Yixuan Zhang, Juri Barthel +4
Quantitative high-resolution transmission electron microscopy (HRTEM) provides an indispensable means to understand the structure-property relationships of a material in atomic dim…
cond-mat.mtrl-sci2025
Leveraging Transfer Learning to Overcome Data Limitations in Czochralski Crystal Growth
Milena Petkovic, Natasha Dropka, Xia Tang +1
The Czochralski (Cz) method is a widely used process for growing high-quality single crystals, critical for applications in semiconductors, optics, and advanced materials. Achievin…