Understanding Electron and Crystal Structure Roles in Electronic Transitions of Complex Oxides: Insights Across Scales and Machine-Learning Aided Discovery of Novel Materials

In this talk, I will discuss three main areas in the study of correlated electron materials:
1) Differentiating the influence of crystal structure and valence electrons in symmetry-breaking phase transitions, resolving a longstanding question in the field.
2) Using layered material structures as a lens to study electronic transitions at the nanoscale, backed by practical thin-film examples.
3) Harnessing machine learning throughout the quantum materials discovery process, from identification to synthesis.
I'll wrap up by highlighting how these advances impact the discovery and application of new quantum materials and may lead to novel applications.