Autonomous Scanning Tunneling Microscopy Imaging via Deep Learning

Z Zhu, S Yuan, Q Yang, H Jiang, F Zheng… - Journal of the …, 2024 - ACS Publications
Scanning tunneling microscopy (STM) is a powerful technique that provides the ability to
manipulate and characterize individual atoms and molecules with atomic-level precision …

Role of the structural order of the hydration layer in regulating the heterogeneous ice nucleation efficiency

Y Huang, W Liang, L Huang, Y Zhang, H Yang… - Journal of Molecular …, 2024 - Elsevier
Understanding the complex microscopic mechanisms of heterogeneous ice nucleation is
crucial across diverse fields from cloud science to microbiology. In this work, we examined …

Automated Structure Discovery for Scanning Tunneling Microscopy

L Kurki, N Oinonen, AS Foster - ACS nano, 2024 - ACS Publications
Scanning tunneling microscopy (STM) with a functionalized tip apex reveals the geometric
and electronic structures of a sample within the same experiment. However, the complex …

[HTML][HTML] The interface between ice and alcohols analyzed by atomic force microscopy

R Yanagisawa, T Ueda, K Nakamoto, Z Lu… - The Journal of …, 2024 - pubs.aip.org
This study investigates the interface between ice and organic solvents using atomic force
microscopy (AFM). Atomically flat ice surfaces were prepared and observed by AFM in 1 …

[PDF][PDF] Enhancing AFM Image Analysis and Prediction through Machine Learning and Style Translation

J Huang - 2024 - cdn.jsdelivr.net
Atomic Force Microscopy (AFM), invented in 1986 [1], is a powerful tool used to investigate
the structure of atomic-scale structures. Compared to other techniques such as nuclear …