Sort by
Refine Your Search
-
research will involve the development of beam-forming elements (including lithographic antennas or silicon micromachined corrugated feedhorns), superconducting elements for coherent processing of the
-
effort must be launched to develop the fundamental structure-property and processing-property relations that will enable these materials to provide the necessary performance in the wide spectrum of
-
/) infrastructure uses a variety of methods such as density functional theory, graph neural networks, computer vision, classical force field, and natural language processing. We are currently focusing on
-
information between quantum processing devices. Photons provide the best vehicle for exhanging quantum information due to their discrete nature and robustness to decoherence, however, other quantum
-
applications of modern machine learning methods, FAIR data infrastructure, and experimental automation to materials characterization (metrology) methods across all portions of the structure-processing
-
information processing. All projects involve development of new measurement methods for characterizing light-matter interaction at the nanoscale and on ultrafast time scales; and relies on fabrication of
-
and understanding the origin of the new phenomena, so that the relationship between structure, processing, and properties can be established. Such a relationship is needed for industry to take
-
complicated systems such as post-consumer resins, property changes from physical or chemical processing, the addition of other measurement modalities and/or using more sophisticated machine learning techniques
-
) methodologies and modern machine learning methods (support vector machines, symbolic regression). Various aspects of data processing such as detection of erroneous data (outliers) and data balancing
-
processing the time series results of individual calculations as well as comparing multiple calculations. Experience with coding, web design and database interactions will help as all source code