Physics-based AI for Robots

Building upon the HTPVD (High Throughput Solution-Processable Photovoltaic Materials Discovery Facility) system at Monash University, this project will deploy our physics-base AI analysis on a robotic platform located at Monash University.

Funding

This research is based on a collaborative ACAP2 project among Monash, ANU, and UNSW entitled Bayesian Optimization and Large Language Modules: Towards Autonomous, Closed-Loop PV Materials Discovery.

People

Dr Hualin Zhan

Theoretical physicist with expertise in machine learning since 2006.

Prof Udo Bach

Monash University

Prof Kylie Catchpole

FAA, FTSE, ANU

Prof Klaus Weber

ANU