Demo Video For Machine Learning Classifier and Energy Landscapes Describing Metal-Insulator Transition Compounds
Welcome to the demo video for the tools I presented at the US-Africa Electronic Structure Workshop 2021. You can watch it here: https://www.youtube.com/watch?v=pM2GlkXMvjk
My intro video is here: https://youtu.be/OE-kAUXarA8
You can find the resources and papers discussed in this introduction here.
1) Our machine learning and metal-insulator transition (MIT) compounds paper: https://pubs.acs.org/doi/full/10.1021/acs.chemmater.1c00905
2) MIT Materials Database: https://mtd.mccormick.northwestern.edu/mit-classification-dataset/
3) Online MIT Classifier; please wait for it to load the first time: https://tinyurl.com/mit-classifiers
4) A model to disentangle electron and lattice contributions to a phase transition: https://www.nature.com/articles/s42005-022-00909-z