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,

At last year’s SNEC 2025 conference in Shanghai, ACAP founder and UNSW Scientia Professor Martin Green unveiled new insights showing that silicon still has room for big performance gains. His plenary talk focused on a promising frontier in photovoltaic innovation: reducing reflection and boosting light capture using ultra-fine, sub-micron surface structures.

Supported by ACAP, UNSW researchers are advancing antimony chalcogenide as a serious tandem top-cell candidate.