Elf autoencoder: unsupervised exploration of flat-band materials using electronic band structure fingerprints

Henry Kelbrick Pentz, Thomas Warford, Ivan Timokhin +3

Two-dimensional materials with flat electronic bands are promising for realizing exotic quantum phenomena such as unconventional superconductivity and nontrivial topology, but expl…