I'll post some comments here to share resources and plan our TODO items. Feel free to add or edit!
Background and problem. Reflection high-energy electron diffraction (RHEED) is a popular technique for monitoring the growth of high-quality thin films during molecular beam epitaxy (MBE), a fundamental technique in nanotechnology development. Researchers use tedious, manual tools to analyze RHEED data. Current workflows are slow, non-transferable, and not reproducible.
Aim 1. Develop a prototype interface where users can upload RHEED images and organize them in a Molar database.
Aim 2. Apply pre-processing and dimensionality reduction so users can quickly and easily analyze their data.
I'll post some comments here to share resources and plan our TODO items. Feel free to add or edit!
Background and problem. Reflection high-energy electron diffraction (RHEED) is a popular technique for monitoring the growth of high-quality thin films during molecular beam epitaxy (MBE), a fundamental technique in nanotechnology development. Researchers use tedious, manual tools to analyze RHEED data. Current workflows are slow, non-transferable, and not reproducible.
Aim 1. Develop a prototype interface where users can upload RHEED images and organize them in a Molar database.
Aim 2. Apply pre-processing and dimensionality reduction so users can quickly and easily analyze their data.
General intro articles
RHEED Data sources
RHEED processing examples
Related papers
Tech stuff