Atomic origin of instability at the perovskite interfaces

Atomistic insights are essential for understanding the (meta)stable atomic structures and electronic properties of solid-state materials—such as perovskites—and of molecules, including passivating agents. By resolving these atomic configurations, we can uncover how electrons are exchanged at the material–molecule interface, enabling a deeper understanding of how molecules affect the electronic properties of the material and eventually the performance of the PV devices.

To this end, we harness the capabilities of first-principles calculations, complemented by emerging AI algorithms, to uncover atomistic mechanisms across multiple scales that govern the high efficiency and stability of perovskite materials.

Selected publications under this research project:

Funding

This project is supported by ACAP (funded by ARENA), the National Computational Infrastructure of Australia, and the Pawsey Supercomputing Centre.

People

Dr Hualin Zhan
Theoretical physicist with expertise in machine learning since 2006.
Prof Zhe Liu
University of Melbourne
Yiqing Zhang
Yiqing Zhang
PhD student. Chemist with expertise in computational materials.