In this 2016 file photo, US biochemical engineer Frances Arnold speaks after winning the Millennium Technology Prize 2016 during the awards ceremony in Helsinki, Finland. Frances Arnold, US, George Smith, US, and Gregory Winter of Britain have been awarded the 2018 Nobel Prize in Chemistry. (Heikki Saukkomaa/Lehtikuva via AP)