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We report Raman and time-resolved photoluminescence spectroscopic studies of multiwalled BN and BxCyNz nanotubes. The Raman spectroscopy shows that the as-grown BxCyNz nanotubes are radially phase separated into BN shells and carbon shells. The photoluminescence decay process is characterized by two time constants that are attributed to intra- and inter-BN sheet charge recombination, respectively. A comparison of the photoluminescence of BN nanotubes to that of hexagonal BN is consistent with the existence of a spatially indirect band gap in multiwalled BN nanotubes as predicted by theory.
Online knowledge repositories like Wikipedia offer a way for communities to share and preserve information about themselves and their ways of living. However, there is a huge gap in the volume and quality of content available for communities that speak high-resourced languages versus communities that speak low-resourced languages—including a majority of African communities.Usually, such online repositories are situated in Western ways of knowledge preservation and sharing, requiring low-resourced language communities to adapt to new forms of interaction and preservation.To understand the challenges faced by low-resourced language content creators on the popular knowledge repository Wikipedia, we collected Wikipedia forum discussions in low-resourced languages and conducted a thematic analysis. For the purpose of this work, we focused on three Ethiopian languages: Amharic, Tigrinya, and Afan Oromo. In this short paper, we report findings from ongoing research aimed at understanding the challenges faced by such content creators.Our analysis reveals several recurrent themes, including (1) how typing in non-Latin scripts on Latin keyboards is challenging and slow, and (2) how content creators' time is consumed by cleaning duplicate and low-quality articles.We hope our study will help inform designers' choices in making such platforms accessible to low-resourced language speakers.
An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
Coding style is important to teach to beginning programmers, so that bad habits don't become permanent. This is often done manually at the University level because automated Python static analyzers cannot accurately grade based on a given rubric. However, even manual analysis of coding style encounters problems, as we have seen quite a bit of inconsistency among our graders. We introduce ACCE--Automated Coding Composition Evaluator--a module that automates grading for the composition of programs. ACCE, given certain constraints, assesses the composition of a program through static analysis, conversion from code to AST, and clustering (unsupervised learning), helping automate the subjective process of grading based on style and identifying common mistakes. Further, we create visual representations of the clusters to allow readers and students understand where a submission falls, and the overall trends. We have applied this tool to CS61A--a CS1 level course at UC, Berkeley experiencing rapid growth in student enrollment--in an attempt to help expedite the involved process as well as reduce human grader inconsistencies.
Sleep disturbances, including insomnia and abnormal sleep durations, predict mental health issues in young adults, even after accounting for baseline mental health and somatic health. Addressing sleep problems early may help prevent subsequent mental health conditions in this population.
The effects of mRNA stability and plasmid copy number on gene expression in Escherichia coli were evaluated by constructing multicopy (pMB1-based) and low-copy (F-based) plasmids containing an arabinose-inducible promoter system, the lacZ reporter gene, and mRNA-stabilizing 5' hairpin structures. Product formation and cell growth were evaluated under a number of inducer concentrations. The introduction of a 5' hairpin into the untranslated region of the mRNA resulted in significantly higher gene expression from the multicopy plasmids at low inducer concentrations and increased gene expression from the low-copy plasmids across all inducer concentrations investigated. With high inducer concentrations, expression from high-copy plasmids significantly slowed cell growth, whereas expression from the low-copy plasmids had little effect on growth rate. At inducer concentrations between 1 x 10(-4) and 4 x 10(-4)%, the productivity of low-copy plasmids containing the 5'-hairpin was equal to or greater than that from multicopy plasmids. Together, these two gene expression strategies may find important use in metabolic engineering and heterologous gene expression.