Rapid Exploration of Topological Band Structures Using Deep Learning
The design of periodic nanostructures allows to tailor the transport of photons, phonons, and matter waves for specific applications. Recent years have seen a further expansion of this field by engineering topological properties. However, what is missing currently are efficient ways to rapidly explo...
| Main Authors: | , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
American Physical Society
2021-06-01
|
| Series: | Physical Review X |
| Online Access: | http://doi.org/10.1103/PhysRevX.11.021052 |