Thank you for visiting nature.com. You are using a browser version with limited support for CSS. To obtain
the best experience, we recommend you use a more up to date browser (or turn off compatibility mode in
Internet Explorer). In the meantime, to ensure continued support, we are displaying the site without styles
and JavaScript.
The optimized reaction conditions for a catalytic reaction vary with catalyst, making comparison challenging. Here, a general approach to identify the best catalyst is described, which relies on the comparison of normalized key performance indicators. Two case studies — for acetylene hydrochlorination and methane oxidation — exemplify the method.
Modern data science can help to address challenges in experimental chemistry. This Expert Recommendation describes examples of how data science is changing the way we conduct experiments and outlines opportunities for further integration of data science and experimental chemistry to advance these fields.
