Machine Learning on Multiple Topological Materials Datasets

Yuqing He, Pierre-Paul De Breuck, Hongming Weng, Matteo Giantomassi, and Gian-Marco Rignanese

This is the webpage supporting the paper Machine Learning on Multiple Topological Materials Datasets.

From this webpage, you can access all the data related to the current work:

Python notebook for analyzing the data
JSON file with the data
Interactive version of Figure 6 and Figure 11 created with chemiscope [1].

Note that t-SNE can produce slightly different results from one execution to another.

Figure 6: Visualization of t-SNE result on the dataset M ∪ T. [Click on the image to open]

References

[1] G. Fraux, R. K. Cersonsky, M. Ceriotti, Chemiscope: Interactive Structure-Property Explorer for Materials and Molecules. Journal of Open Source Software 5 (51), 2117 (2020)