4 papers
Inverse mask design for interference lithography using automatic differentiable wave propagation
Chuntian Cao, Jangwoon Sung, Jack Griffiths +9
Interference lithography (IL) is powerful for fabricating high-resolution periodic nanostructures, but designing masks to produce non-periodic patterns remains challenging. We intr…
A Mixture of Experts Foundation Model for Scanning Electron Microscopy Image Analysis
Sk Miraj Ahmed, Yuewei Lin, Chuntian Cao +9
Scanning Electron Microscopy (SEM) is indispensable in modern materials science, enabling high-resolution imaging across a wide range of structural, chemical, and functional invest…
Dehydration-Driven Ion Aggregation and the Onset of Gelation in ZnCl Solution
Alexei V. Tkachenko, Chuntian Cao, Amy C. Marschilok +1
A minimal model of ionic aggregation in concentrated ZnCl is developed, guided by molecular dynamics simulations with a machine-learned potential. It explicitly incorporates so…
Advancing AI-Driven Analysis in X-ray Absorption Spectroscopy: Spectral Domain Mapping and Universal Models
Nina Cao, Pavan Ravindra, Shubha R. Kharel +6
In recent years, rapid progress has been made in developing artificial intelligence (AI) and machine learning (ML) methods for x-ray absorption spectroscopy (XAS) analysis. Compare…