By combining high-throughput manufacturing-style experimentation with machine learning (ML), researchers from CSIRO and Monash University have achieved both unprecedented data scale and record device performance,

In 2025, CSIRO and ACAP achieved some of the world’s highest efficiencies for fully roll-to-roll printed perovskite solar modules produced on a commercial-scale printing facility. 

ACAP is speeding up solar PV R&D with AI and Machine Learning

Credit: Rowan Muller. ACAP colleagues at the CSIRO in Melbourne have made thrilling progress with the fabrication process of flexible...