Sam Carruthers

HypBO: Accelerating Black-Box Scientific Experiments Using Experts’ Hypotheses

Robotics and automation offer massive acceleration for solving intractable, multivariate scientific problems such as materials discovery, but the available search spaces can be dauntingly large. Bayesian optimization has emerged as a popular sample-efficient optimization engine, thriving in tasks wh…