Rolston Lab

Perovskite Photovoltaics & Battery Reliability Arizona State University

The Rolston Lab studies reliability and materials science challenges in energy technologies, across both photovoltaics and batteries. This organization holds the lab's open code: measurement and automation tools, data pipelines, and machine learning work built around our own experimental data.

Research areas

• Perovskite photovoltaics: durability, processing, and characterization of perovskite solar cells, including automated device measurement and impedance-based diagnostics.
• Lithium-ion batteries: degradation and health prediction from cycling and EIS data, with reproducible pipelines from raw instrument files through to trained models.

Website: https://rolston.lab.asu.edu/ GitHub: https://github.com/rolston-lab-asu

Much of this code is in active development and written alongside ongoing experiments.