Debajyoti Ray

This work outlines a pre-registered prospective test under a shared loss and logging standard, requiring clarified measurements and records, a defined process decision and relevant outputs, credible economic inputs, and validation at the intended scale.

Cost-aware optimization can significantly enhance the efficiency of autonomous materials discovery, avoiding costly missteps in pathway selection.