Discovering materials twice as fast at a fraction of the cost through Bayesian optimization

Review of Discovering materials twice as fast at a fraction of the cost through Bayesian optimization

cf. The MGI(Materials Genome Initiative) promised accelerated material development

• leverage computational material science (+ data-driven material material science) -> discover materials faster
• paper: Machine Learning Directed Search for Ultraincompressible, Superhard Materials
• it only works if we have data