32 citations · 63 across the 2 of their papers we have counts for
2 papers
cond-mat.soft2020★ 31 cited
Exploring particle dynamics during self-organization processes via rotationally invariant latent representations
Sergei V. Kalinin, Shuai Zhang, Mani Valleti +4
The dynamic of complex ordering systems with active rotational degrees of freedom exemplified by protein self-assembly is explored using a machine learning workflow that combines d…
physics.comp-ph2020★ 32 cited
Quantifying the dynamics of protein self-organization using deep learning analysis of atomic force microscopy data
Maxim Ziatdinov, Shuai Zhang, Orion Dollar +7
Dynamics of protein self-assembly on the inorganic surface and the resultant geometric patterns are visualized using high-speed atomic force microscopy. The time dynamics of the cl…