Award Data

The broader impact/commercial potential of this STTR project stems from the costs to U.S. food producers of outbreaks of animal diseases. Producers of poultry, pork, and other food proteins lose more than $1B each year to infectious diseases, including some that are transmitted through the air. For diseases having an airborne transmission route, protective technologies that are available are few a ...

On this effort Toyon Research Corp. and The Pennsylvania State University are developing deep learning-based algorithms for object recognition and new class discovery in look-down infrared (IR) imagery. Our approach involves the development of a hybrid classifier that exploits both transfer learning and semi-supervised paradigms in order to maintain good generalization accuracy, especially when li ...

Signature Research, Inc. (SGR) and Michigan Technological University (MTU) propose a Phase I STTR effort to develop a learning algorithm which exploits the spatio-spectral characteristics inherent within IR imagery and motion imagery.Our archive of modelled and labeled data sets will allow our team to thoroughly capture the variable elements that will drive machine learning performance.The overall ...

The broader impact / commercial potential of this Small Business Technology Transfer (STTR) Phase I project is to enable electrification of remote oil & gas processes to reduce methane emissions, improve on-site safety, and provide leak-detection and monitoring capabilities. This will be achieved by developing a robust, efficient, small-scale power generator capable of converting on-site fuel to e ...

The broader impact/commercial potential of this project is the rapid, cost-effective detection of natural gas leakage to improve public safety, mitigate global climate change, and decrease product loss. Natural gas is the largest provider of power in the United States. However, more than 80 Tg of leakage occurs at well pads and pipelines during production alone. Such leakage poses a public health ...

The broader impact/commercial potential of this Small Business Technology Transfer (STTR) project will be to develop engineered bacteria with the ability to oxidize the copper mineral chalcopyrite and gold. The majority of copper reserves are in chalcopyrite, which currently requires smelting. The US copper mining industry, due to regulatory restrictions, has a limited smelting capacity forcing US ...

In the setting of altitude-induced hypoxia, operator cognitive capacity degrades and can compromise both individual and team performance. This degradation is linked to falling brain energy (ATP) levels and an increased reliance on anaerobic energy production from glucose. Ketone bodies are the evolutionary alternative substrate to glucose for brain metabolic requirements; previous studies have sho ...

Acclimatization is the long-term adjustment that humans experience when exposed for weeks or months to high altitude. Acclimatization is important in this context because a warfighter who is acclimatized to high altitude is immune to high altitude illness, has superior work capacity, and has cognitive function approaching that found at sea level. In other words, the acclimatized warfighter is opti ...

The broader impact/commercial potential of this Small Business Technology Transfer (STTR) Phase I project is to enable doctors to maximize the diagnostic information extracted from costly Pediatric Magnetic Resonance Imaging (MRI) scans of the brain. Annually, approximately 3.5 million brain MRI scans are performed with average prices with interpretation from $500 - $2,000. Even though the scans a ...

This STTR Phase I project is focused on improving the energy density, safety and ultra-low temperature capability of battery devices. Conventional batteries fall short of these critical requirements for next-generation electric vehicle technologies, which are necessary to reduce emissions and the nation?s reliance on fossil fuel imports. Although the eventual goal of the proposed technology is to ...