Accelerating pulse breeding using machine learning. Advances in genomics and high throughput phenotyping are generating vast quantities of data that can be applied for crop improvement, however the lack of computational analysis tools and approaches limits the full exploitation of this data. Pulse legumes are currently under utilised in Australian agriculture due to poor adaptation, however they offer significant benefits both for soil improvement and the production of high protein crops. This p ....Accelerating pulse breeding using machine learning. Advances in genomics and high throughput phenotyping are generating vast quantities of data that can be applied for crop improvement, however the lack of computational analysis tools and approaches limits the full exploitation of this data. Pulse legumes are currently under utilised in Australian agriculture due to poor adaptation, however they offer significant benefits both for soil improvement and the production of high protein crops. This project will develop machine learning (ML) tools for the analysis of pulse legume crop traits and their association with genomic variation to accelerate the breeding of high performance pulse legumes for Australian growers.Read moreRead less
Australia’s first Green Biopharm . Protein-based medicines and vaccines represent the fastest growing sector of the pharmaceutical market, but their production by Australian small and medium enterprises is prohibited by the high infrastructure and operating costs of traditional manufacturing systems. This project aims to develop advanced methods to produce protein-based medicines using a native plant. The power of this technology will be demonstrated by making a biologic anti-parasite treatment, ....Australia’s first Green Biopharm . Protein-based medicines and vaccines represent the fastest growing sector of the pharmaceutical market, but their production by Australian small and medium enterprises is prohibited by the high infrastructure and operating costs of traditional manufacturing systems. This project aims to develop advanced methods to produce protein-based medicines using a native plant. The power of this technology will be demonstrated by making a biologic anti-parasite treatment, as an alternative to outdated chemical treatments. Expected outcomes include a unique scalable technology which will support Australia's sovereign capacity to produce high-value proteins, rapidly, affordably, and at scale, and with less complexity than current plant-based systems. Read moreRead less