Ksenia Korovina

ChemBO: Bayesian Optimization of Small Organic Molecules with Synthesizable Recommendations

In applications such as molecule design or drug discovery, it is desirable to have an algorithm which recommends new candidate molecules based on the results of past tests. These molecules first need to be synthesized and then tested for objective properties. We describe ChemBO, a Bayesian optimizat…