Accelerated experimental design using a human-AI teaming framework

Arun Kumar Anjanapura Venkatesh, Alistair Shilton, Sunil Gupta, Shannon Ryan, Majid Abdolshah, Hung Le, Santu Rana, Julian Berk, Mahad Rashid, Svetha Venkatesh

Abstract: Highlights•A framework for human–AI collaboration to accelerate experimental design tasks.•Human expert leads the experimental design, while AI plays the role of a “muse”.•AI induces novelty and dynamism, thus searching beyond state-of-the-art designs.•Human experts exploit their domain expertise to produce state-of-the-art designs.•A human–AI teaming framework that adapts AI search strategy based on expert input.