Award Data

In the coming decades cell-cultured meat is expected to play a significant role in the developmentof sustainable climate-friendly food systems to feed the growing population. Analysis of beefproduction finds that switching from conventional to cultured beef production could result in a 95%reduction in land use and 92% reduction in carbon footprint. However to realize these impacts newinnovations i ...

In recent years the poultry industry has focused on detecting and eliminating meat quality disorderssuch as wood-breast white-striping and spaghetti-meat. The current industry method for detectionin a production environment is a manual technician-based scoring method that provides unknownaccuracy and limited speed. We propose a method to detect these meat quality disorders in chickenbreast fillets ...

Mass spectrometers the gold standard for chemical analysis with wide ranging applications butare unfortunately limited in deployment by their high cost size weight and power. Currentportable instruments are ~$100k the size of a small suitcase and operate for only a few hours ona single charge. We have invented a patent-pending ion trap geometry with key benefits overexisting designs including the ...

Project SummaryAccumulated snowpack is a major source of water throughout the United States. Accuratelymonitoring snow on the northern plains is a significant need for streamflow forecasting andreservoir management. This has been demonstrated by the US Army Corp of Engineersestablishment of the Upper Missouri River Basin Plains Snow and Soil Moisture MonitoringNetwork. The availability of a low-co ...

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R-DEX Systems (R-DEX) proposes to team with its strategic partner to develop Sifter, a unique and innovative technology for explainable AI (XAI). This proposed STTR leverages the team’s unique experience in deriving representations of reinforcement learning policies and the team’s extensive work in machine learning quality assurance (MLQA). The proposed Sifter will provide multiple levels of e ...

The U.S. Army has a future need for multiple secondary high explosive compositions that can also be used interchangeably as rocket propellants. In this proposal we will discuss a method of preparing such compositions via advanced spray drying technology and involving the use of a highly insensitive spray dried nitramine or CL-20 composition which have been plasticized with an energetic polymer t ...

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Diversification and enhanced profitability are constant challenges faced by small to mid-sizedfarms. There are plants used in commerce that are primarily collected from the wild some suchas Hydrastis canadensis L. (goldenseal) have been over collected to the point ofendangered/threaten status.Therefore adopting some form of cultivating goldenseal could offersubstantial benefits to both small farme ...

The project's goal is to enable machine learning ("AI") enabled pollinator ID and behavior detectionon agricultural producer lands where detection units send insect IDs and behavior counts back tothe producer. Our objective is to build on an existing USDA open-source automated insectidentification device that can already send machine vision results back to the farmer.All camera-based computer visi ...