Upcoming Talk at EMAG/MMC 2021
Join me next week for the jointly-organized Institute of Physics's Electron Microscopy and Analysis Group (EMAG) / Microscience Microscopy Conference (MMC)! On July 7th @ 1415 BST / 615 PDT I will be discussing our efforts in machine learning and automation for transmission electron microscopy in a talk titled “Designing Novel Functional Materials Through Data-Infused Microscopy.”
From the abstract:
The development of advanced nanomaterials synthesis techniques over the past several decades has sparked a renaissance in the design of clean energy and quantum computing technologies. While it is now possible to produce nanostructured materials in almost limitless configurations, engineering of desirable functionality for device applications depends on precise control of atomistic structure and defects. We have developed a materials design strategy using data-infused scanning transmission electron microscopy to richly inform synthesis and modeling efforts. Here I will describe our efforts toward a new data-centric approach that is redefining how we study materials and enabling us to extract truly statistical information at scale. I will illustrate how vast, multi-modal data streams from modern electron microscopy can help unlock the promising materials of the future.
To learn more about the conference, visit: https://www.mmc-series.org.uk/conference/emag-2021.html