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cond-mat.mtrl-sci2023★ 6 cited
Self-Supervised Generative Models for Crystal Structures
Fangze Liu, Zhantao Chen, Tianyi Liu +4
Drawing inspiration from the achievements of natural language processing, we adopt self-supervised learning and utilize an equivariant graph neural network to develop a unified pla…
cs.CV2023
Augmenting x-ray single particle imaging reconstruction with self-supervised machine learning
Zhantao Chen, Cong Wang, Mingye Gao +3
The development of X-ray Free Electron Lasers (XFELs) has opened numerous opportunities to probe atomic structure and ultrafast dynamics of various materials. Single Particle Imagi…