Award Data

Density functional theory is used by many researchers funded by the Department of Energy as a method for predicting the behavior of chemicals and materials used in energy applications. However, results of these calculations are often not standardized and, even when they are, expert-level understand of the methods is needed in order to properly perform a simulation. The energy research community a ...

Density functional theory is used by many researchers funded by the Department of Energy as a method for predicting the behavior of chemicals and materials used in energy applications. However, results of these calculations are often not standardized and, even when they are, expert-level understand of the methods is needed in order to properly perform a simulation. The energy research community a ...

Oxide dispersion strengthened (ODS) steels are desired for Generation IV reactor core applications such as thin-walled claddings due to their improved elevated temperature strength and radiation properties. The high temperature resistance of the ODS steels is a result of uniformly dispersed oxide nanoparticles in a ferritic matrix. The oxide nanoparticles prevent grain boundary movement and pin di ...

International demand for wood has grown steadily in the past few decades due to the growth in the world’s population and is expected to continue to grow rapidly as policies promoting greater use of renewable energy are adopted globally. Providing over 9% of the global primary energy supply, wood energy is as important as other renewable energy sources. Due to wood’s potential for large-scale c ...

Next generation reactor R&D aims to produce safer, longer lasting and economically viable nuclear power plants. New designs rely on novel materials that are resistant to both corrosive environments and radiation damage. Testing these novel materials requires an intense fast neutron environment, commonly created with a nuclear reactor or a national laboratory scale accelerator such as the proposed ...

Laser based advanced accelerators can achieve very high accelerating gradients, but their duty cycle is limited by the laser power availability and media recovery time. Inverse Free Electron Laser (IFEL) is a vacuum farfield laser accelerator scheme which does not rely on a medium (plasma) or a structure (metal or electric) and therefore is potentially capable of accelerating charged particles ver ...

A key requirement for microalgae biofuels production is a very low cost harvesting technology. Commercially available solidliquid separation technologies applicable to microalgae, such as chemical coagulation, membrane separations and centrifugation, are too costly for biofuels production or other lowcost microalgae processes, such as wastewater treatment. A low cost harvesting process is bio floc ...

The team of Signature Research, Inc. and Michigan Technological University will develop and demonstrate methods and metrics to evaluate the performance of machine learning-based computer vision algorithms with low numbers of samples of labeled EO imagery. We will use the existing xView panchromatic dataset to demonstrate a proof-of-concept set of tools. If successful, in Phase II, we will extend t ...

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 ...

Most superconducting accelerator magnets are presently based on a conventional “cosine theta” design. Typically, the magnet length vastly exceeds the aperture, and the loss in effective length from the ends (about a coil diameter in typical dipoles) is relatively small. However, for relatively short magnets such as those envisioned for the Interaction Region (IR) of the Electron Ion Collider ( ...