Abstract Fungicide mixtures are an effective strategy in delaying the development of fungicide resistance. In this research. a fixed ratio ray design method was used to generate fifty binary mixtures of five fungicides with diverse modes of action. The interaction of these mixtures was then analyzed using CA and IA models. https://www.opheliasmuse.com/