Large language models as uncertainty-calibrated optimizers for experimental discovery

Bojana Ranković, Ryan-Rhys Griffiths, Philippe Schwaller

Scientific discovery increasingly depends on efficient experimental optimization to navigate vast design spaces under time and resource constraints. Traditional approaches often re…