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Elucidating the Ice Formation and Transformation Pathways in Aerosols at Atomic Resolution


EMSL Project ID
60789

Abstract

Ice formation and transformation in aerosols are critical in defining atmospheric processes and human activities. Despite efforts to study ice formation using macro- and micro-scale approaches, minimal direct evidence of nanoscale ice nucleation and transformation mechanisms has been collected due to a lack of tools for observing ice nanostructures in real space. The proposed research aims to elucidate the nucleation, phase transformation, and melting pathways of ice nanocrystals at an unprecedented resolution. Specifically, we will identify (1) the interfacial structure of ice with certain minerals and proteins that promote or inhibit heterogeneous ice nucleation, (2) the structural and facet evolution of the water-ice interface during the phase transformation, and (3) the presence and evolution of possible metastable structures at the beginning of ice crystallization and near the complete melting of ice into water. A model-experiment (ModEx) approach will be adopted to iteratively incorporate in situ electron microscopy (EM) experiments, a theoretical framework of thermodynamics and kinetics, and machine learning (ML)-assisted modeling and simulations. Taken together, the proposed study may pave the way for a new level of research on ice in earth and biological systems and shed light on environmental, surface chemical, and cryobiological technologies.

Project Details

Project type
Large-Scale EMSL Research
Start Date
2023-10-01
End Date
N/A
Status
Active

Team

Principal Investigator

Jingshan Du
Institution
Pacific Northwest National Laboratory

Co-Investigator(s)

Henry Chan
Institution
Argonne National Laboratory

Subramanian Sankaranarayanan
Institution
Argonne National Laboratory

James De Yoreo
Institution
Pacific Northwest National Laboratory

Team Members

Alexander Bard
Institution
Pacific Northwest National Laboratory

Suvo Banik
Institution
University of Illinois at Chicago

Progyateg Chakma
Institution
Pacific Northwest National Laboratory

Thi Kim Hoang Trinh
Institution
Pacific Northwest National Laboratory