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 ...

Deep Neural Networks have become ubiquitous in the modern analysis of voluminous datasets with geometric symmetries. In the field of Particle Physics, experiments such as DUNE require the detection of particle signatures interacting within the detector, with analyses of over a billion 3D event images per channel each year; with typical setups containing over 150,000 different channels.  In an ...

Dr. Thomas J.R. Hughes, senior advisor at Coreform, first introduced isogeometric analysis (IGA) in 2005. In the years since, it has been shown that smooth splines, the basic building blocks of IGA, allow for the use of relatively coarse meshes for accurate analysis in both finite element analysis (FEA) and computational fluid dynamics (CFD). Research results also show that IGA delivers improved a ...

Advances in DNA sequencing technology have generated a rapid expansion of human genome information and the revelation of extraordinary individual-level genetic variation. Individual genome sequencing will soon be routine and cost-effective. To exploit this resource to the benefit of warfighters, we propose an approach for identifying and characterizing genetic variants that compromise metabolic ef ...

Next-level improvements in thermal extremity protection for the current Extended Cold Weather Clothing System (ECWCS) are needed for soldiers in order to improve mobility and achieve peak performance in bitterly cold Arctic climes. In this STTR program, 2W iTech LLC proposes to develop phase change material (PCM) based thermal regulating films, in collaboration with the Multiscale Thermal Science ...

Unprecedented growth in demand of wireless devices has caused overcrowding of the spectrum. Modern Software Defined Radios (SDRs) have to provide satisfactory services while transmitting/receiving in congested and contested environment. In order to do that, complex learning algorithms have to be paired with capable, flexible and wideband hardware.Space Micro and its partner research institution, t ...

This project aims to reduce the size and cost of current AEHF front-end by the integration of a compact beam-steering antenna array. The integration consists of novel antenna design, novel steering technique, and a scalable capable architecture.

Carbonics will partner with Georgia Tech to innovate and develop DC/RF device models and RF integrated circuit CMOS prototypes for operation at deep cryogenic temperatures with superior performance with low power consumption and enhanced noise performance. Our approach will adopt state-of-the-art semiconductor technology that includes bulk CMOS, CMOS SOI, and FinFET. Our plan is to commercializ ...

Storagenergy Technologies Inc. proposes a novel methodology that allows for the 3D printing of different wholly thermally cured thermosets in a fast and precise fashion mask-image-projection-based -Stereolithography (MIP-SLA) additive manufacturing process. The proposed MIP-SLA based approach has several advantages over other technologies for additive manufacturing of thermoset polymers, including ...

COVID-19, a novel coronavirus disease, induces a hyperimmune response (cytokine storm) upon infection that often leads to hyperinflammation and immunosuppression. During the immunosuppression, the body is susceptible to other infections, which potentially increase mortality rates. The Center for Disease Control and Prevention reports that the military’s cumulative hospitalization rate (2%) is 50 ...