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