Data-efficient and Interpretable Inverse Materials Design using a Disentangled Variational Autoencoder

Cheng Zeng, Zulqarnain Khan, Nathan L. Post

Inverse materials design has proven successful in accelerating novel material discovery. Many inverse materials design methods use unsupervised learning where a latent space is lea…