Researchers at the University of Rochester developed algorithms that explain how nanoscale catalysts convert propane into propylene. Propylene is a key starting material for products such as plastic squeeze bottles and outdoor furniture. Earlier, a 2021 paper in Science showed that tandem nanoscale catalysts can combine several process steps into a single reaction, improving yield and lowering cost.
The new study, published in the Journal of the American Chemical Society, uses algorithms to identify the atomic features that drive the complex chemistry. The team examined reactions complicated by materials that exist in different states, for example metallic and oxide phases, and applied computational screening to narrow down many possible atomic arrangements.
Siddharth Deshpande and his student Snehitha Srirangam found that the oxide material tends to grow around defective metal sites. This selective growth is important for catalyst stability. The authors say the algorithms and atomic insights could apply to other industrial reactions, such as methanol synthesis, and help companies move away from trial-and-error methods.
Difficult words
- transformation — the process of changing something into a different state
- significant — very important or meaningful
- catalysts — substances that speed up chemical reactionscatalyst
- complex — something that is complicated or difficult to understand
- stability — the state of being stable or steady
- optimize — to make something as effective as possible
- investigate — to examine or study something carefully
Tip: hover, focus or tap highlighted words in the article to see quick definitions while you read or listen.
Discussion questions
- Why do you think understanding chemical reactions is important for industry?
- How could optimizing production methods impact everyday products?
- What other chemical processes could benefit from similar research?
Related articles
AI coach helps medical students learn suturing
Researchers at Johns Hopkins developed an explainable AI tool that gives immediate text feedback to medical students practicing suturing. A small randomized study found faster learning for students with prior experience; beginners showed less benefit.
Zenica School of Comics: Art and Education for Children
The Zenica School of Comics began during the 1992–95 war and has taught around 200 young artists. The school still runs, faces changes from tablets and AI, and the regional comics scene survives through festivals and cooperation.