DR-NTU (Data) (Nanyang Technological University)

DR-NTU (Data) (Nanyang Technological University)
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    1955 research outputs found

    Replication Data for: Disordered Polymer Antireflective Coating for Improved Perovskite Photovoltaics

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    This datasets contains the raw data of the publication that is summarized in the embedded origin files inside power point file

    Replication Data for: Persistent spectral simplicial complex-based machine learning for chromosomal structural analysis in cellular differentiation

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    The three-dimensional (3D) chromosomal structure plays an essential role in all DNA-templated processes, including gene transcription, DNA replication and other cellular processes. Although developing chromosome conformation capture (3C) methods, such as Hi-C, which can generate chromosomal contact data characterized genome-wide chromosomal structural properties, understanding 3D genomic nature-based on Hi-C data remains lacking. Here, we propose a persistent spectral simplicial complex (PerSpectSC) model to describe Hi-C data for the first time. Specifically, a filtration process is introduced to generate a series of nested simplicial complexes at different scales. For each of these simplicial complexes, its spectral information can be calculated from the corresponding Hodge Laplacian matrix. PerSpectSC model describes the persistence and variation of the spectral information of the nested simplicial complexes during the filtration process. Different from all previous models, our PerSpectSC-based features provide a quantitative global-scale characterization of chromosome structures and topology. Our descriptors can successfully classify cell types and also cellular differentiation stages for all the 24 types of chromosomes simultaneously. In particular, persistent minimum best characterizes cell types and Dim (1) persistent multiplicity best characterizes cellular differentiation. These results demonstrate the great potential of our PerSpectSC-based models in polymeric data analysis

    Related Data for: Highly Efficient Semitransparent Perovskite Solar Cells for FourTerminal Perovskite-Silicon Tandems

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    This datasets contains the raw data of the publication that is summarized in the embedded origin files inside power point file

    Replication data for: Brillouin zone folding driven bound states in the continuum

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    This dataset contains all the data used in the paper, titled 'Brillouin zone folding driven bound states in the continuum'

    Replication Data for: Paxillin interactome identified by SILAC and label-free approaches coupled to TurboID sheds light on the compositions of focal adhesions in mouse embryonic stem cells

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    This dataset contains original raw data used for the paper “Paxillin interactome identified by SILAC and label-free approaches coupled to TurboID sheds light on the compositions of focal adhesions in mouse embryonic stem cells”

    Replication Data for: All 3D Printed Stretchable Piezoelectric Nanogenerator for Self-Powered Sensor Application

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    This dataset contains original data obtained from experiment for the paper "All 3D Printed Stretchable Piezoelectric Nanogenerator for Self-Powered Sensor Application"

    Related data for attack mitigation for thermal sensing in photonic NoCs

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    Related data used in the specific submitted/accepted paper in ACM JETC

    Replication Data for: Making and Breaking of Exciton Cooling Bottlenecks in Halide Perovskite Nanocrystals

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    Harnessing quantum confinement (QC) effects in semiconductors to retard hot carrier cooling (HCC) is an attractive approach for enabling efficient hot carrier extraction to overcome the Shockley−Queisser limit. However, there is a debate about whether halide perovskite nanocrystals (PNCs) can effectively exploit these effects. To address this, we utilized pump−probe and multipulse pump−push−probe spectroscopy to investigate HCC behavior in PNCs of varying sizes and cation compositions. Our results validate the presence of an intrinsic phonon bottleneck with clear manifestations of QC effects in small CsPbBr3 PNCs exhibiting slower HCC rates compared to those of larger PNCs. However, the replacement of inorganic Cs+ with organic cations suppresses this intrinsic bottleneck. Furthermore, PNCs exhibit distinct size-dependent HCC behavior in response to changes in the cold carrier densities. We attribute this to the enhanced exciton−exciton interactions in strongly confined PNCs that facilitate Auger heating. Importantly, our findings dispel the existing controversy and provide valuable insights into design principles for engineering QC effects in PNC hot carrier applications

    Replication Data for: Strain-induced large injection current in twisted bilayer graphene

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    This data set contains numerical data for the paper "Strain-induced large injection current in twisted bilayer graphene"

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    DR-NTU (Data) (Nanyang Technological University) is based in Singapore
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