Award Data

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 ...

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 ...

This Small Business Technology Transfer Phase 1 project combines the game-based learning scenario development and business entrepreneurship expertise of Toolwire Inc., with the instructional material development and evaluation expertise of the Laboratory for Innovative Technology and Engineering Education (LITEE) at Auburn University. They worked together to develop a pilot version of an engineeri ...

This Small Business Technology Transfer (STTR) Phase I project will develop the first in a series of theoretically grounded, evidence-based multi-player games designed to address the leading health risk to teens - motor vehicle crashes. This STTR will provide a new model for translating discoveries in teen driver safety to driver education that captures the difficult to articulate aspects of knowl ...