cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.21979/n9/h0cpdv
title: The Brain Mechanisms Behind Multiculturalism in Singapore: fMRI data and MRI data

description: Multiculturalism, in Singapore and all over the world, is one of the challenges of modern society and industrial civilization. Strong exposure to other ethnic groups living in the same country can promote the development of a common culture as well as psychosocial stress between ethnic majority and minority. Interestingly, the distinction between in-group and out-group is becoming not only defined by ethnicity but also by cultural belonging. Culture defines the identity of a group as much as ethnicity does. In terms of multiculturalism, Singapore represents a very unique case. In Singapore the definition of in-group and out-group is a dynamic process. The purpose of this study is to highlight the social dynamics of culture and ethnicity within in-groups and out-groups in a multicultural society. In this study we will investigate the brain and physiological responses in a sample of 50 Singaporean participants. They will be exposed to both in-group and out-group faces in two different contexts: ethnicity-related contexts (EC; foreign country) versus culture-related contexts (CC; local). We propose to adopt an integrative approach by combining neuroscience (fMRI), psychophysiology (heart dynamics, skin conductance and thermal regulation) and socio-psychology and attitudes to others (Multiculturalism, Refined Schwartz Value survey, Right-wing Authoritarianism Scale) in a multi-level analysis. This study will cover the complex integration between affective and cognitive mechanisms and ethnic-cultural factors which all together drive the final sense of belonging. Findings from this project will have high research relevance to the literature on individual and environmental social factors that influence the definition and distinction of cultural in-group and out-group. The study will also give new insight towards a comprehensive framework for deeply understanding the social dynamics in multicultural and multiethnic societies such as Singapore.
DOI: 10.21979/n9/h3vuh9
title: Replication Data for: Discrete subset of monocyte-derived cells among typical conventional type 2 dendritic cells can efficiently cross present

description: Dendritic cells (DCs) and macrophages share close developmental pathways but also functional features and therefore, the boundary between these two cell lineages has become blurred. However, even more refined phenotypic or functional characterization and deeper understanding of DC and macrophage ontogeny, have helped to delineate pre-DC derived conventional DCs (cDCs) including cDC1s and cDC2s from monocyte-derived macrophages. Here we have further refined DC/macrophage cells and report that classically defined cDC2s contain also a discrete population of monocyte-derived cells with functional DC features, such as cross presentation.
DOI: 10.21979/n9/j1qjdl
title: HAMSOM and ECOHAM model codes

description: The files contain the model codes and scripts used to create the data on which our analyses were based for the related publication. It is one file for the regional circulation model HAMSOM and another one for the regional ecosystem model ECOHAM.
DOI: 10.21979/n9/jmb8nw
title: Replication Data for: Dynamic color generation with electrically tunable thin film optical coatings

description: Thin film optical coatings have wide range of industrial applications from displays and lighting to photovoltaic cells. The realization of electrically tunable thin film optical coatings in the visible wavelength range is particularly important to develop energy efficient and dynamic color filters. Here, we experimentally demonstrate dynamic color generation using electrically tunable thin film optical coatings that consist of two different phase change materials (PCMs). The proposed active thin film nanocavity excites Fano resonance that results from the coupling of a broadband and a narrowband absorber made up of phase change materials. The Fano resonance is then electrically tuned by structural phase switching of PCM layers to demonstrate active color filters covering the entire visible spectrum. In contrast to existing thin film optical coatings, the developed electrically tunable PCM-based Fano resonant thin optical coatings have several advantages in tunable displays and active nanophotonic applications.
DOI: 10.21979/n9/jnaege
title: Replication Data for: Topological Disclination States and Charge Fractionalization in a Non-Hermitian Lattice

description: Replication Data for "Topological Disclination States and Charge Fractionalization in a Non-Hermitian Lattice"
DOI: 10.21979/n9/jofqbl
title: Replication Data for: High Performance, Flexible, and Thermally Stable All-Solid-State Organic Electrochemical Transistor Based on Thermoplastic Polyurethane Ion Gel

description: Organic electrochemical transistors (OECTs) are a generation of transistors with high transconductance, where the whole volume of the semiconducting channel is involved in the electrochemical doping process. However, the use of liquid electrolytes limits the application of OECTs, and the doping process is also complicated due to the presence of water in the electrolyte. In this study, thermoplastic polyurethane (TPU)-based solid electrolyte was used in OECTs for the first time. Three types of ionic liquids were blended with a TPU polymer matrix as a solid electrolyte and investigated on the OECTs based on three kinds of p-type conjugated semiconductors. An in situ spectrochemistry study was further carried out to confirm the doping/dedoping process of these conjugated semiconductors by the TPU-based solid electrolyte. The robustness and high stability of the fabricated solid-state OECTs (SSOECTs) were demonstrated through continuously applied bias, long time operation under ambient conditions, and varying temperatures (−50 to 120 °C). Highly flexible SSOECTs were also obtained on a polyethylene terephthalate (PET) substrate, which showed negligible fluctuation in on/off-current (Ion/Ioff) after 1000 cycles of bending. Based on these highperforming SSOECTs, inverter circuits were fabricated in both unipolar and complementary configurations, where n-type and p-type OECT-based complementary inverters showed a higher gain (46) compared with that of the unipolar design.
DOI: 10.21979/n9/jqdi6f
title: Replication Data for: Do uHear? Validation of uHear App for Preliminary Screening of Hearing Ability in Soundscape Studies

description: Participant data
DOI: 10.21979/n9/jrzmsv
title: Band-edge mediated frequency down-conversion in a gas-filled anti-resonant hollow-core fiber

description: The data set contains experimentally measured fiber transmission losses and experimental date of the dispersive wave generation
DOI: 10.21979/n9/jsicxw
title: Enhancing Electrochemical Nitrogen Reduction of Ru Nanowire by Atomic Decoration of Pt

description: Achieving efficient electrochemical nitrogen reduction (ENRR) remains as a great challenge. Therefore, it is demanded to develop new strategy for ENRR catalyst engineering. Herein, we demonstrate largely improved ENRR by controllably engineering Ru nanowires with atomic decoration of Pt. Specifically, the readily synthesized Ru88Pt12 nanowire exhibits a high NH3 production rate of 47.1 μg h-1 mgcat-1 and Faradaic efficiency of 8.9% at -0.2 V, which are 5.3 and 14.6 times higher than those from Ru nanowire. And it shows outstanding stability as evidenced by full preservation in the NH3 yield and Faradaic efficiency even after 15 h electrocatalysis. As revealed by the theoretical investigation, d-band center of Ru atom is upshifted by the tensile strain due to the presence of Pt atoms, leading to selective enhancement of N2 adsorption and stabilization of N2H*. Such atomic engineering method may be applied to precisely tailor other metal nanocatalysts for different applications.
DOI: 10.21979/n9/kg70cc
title: ESM_2: Population exposure

description: ESM_2 is an excel file containing calculated population exposure to potentially active volcanoes from the associated paper Burgos, V., Jenkins, S., Bebbington, M., Newhall, C., Taisne, B., In Preparation. Regional probability of unexpected eruptions from potentially active volcanoes, submitted to Bulletin of Volcanology
DOI: 10.21979/n9/kqxxcg
title: Socially Aware Flocking - Simulation Code

description: Artificial Intelligence (AI) has become an increasingly important and popular topic not just within the field of Computer Science but also the world at large. One of the current challenges in the field of AI is multi-agent planning, of which Swarm Intelligence (SI) is a possible solution drawing from natural systems as an inspiration. While individual agents in a flock or swarm are mostly simplistic and similar in nature, together they can develop extremely complex and emergent behaviour. A very well-known implementation of Swarm Intelligence is “Boids”. Bird like objects first introduced by Craig Reynolds in 1987 that flock and move together based on the 3 core steering behaviours of Separation, Alignment, and Cohesion. However, even current work on boids tend to let individual agents be “reactive” in nature, giving instructions to themselves based on their current state and their observations of the environment around them. This project aims to study how adding an additional layer on top of traditional flocking behaviour, by making agents “socially aware” through actively sharing opinions with each other, will affect the dynamics of a flock.
DOI: 10.21979/n9/ktp1ql
title: Broadband Enhancement of Cherenkov Radiation Using Dispersionless Plasmons

description: Supporting data
DOI: 10.21979/n9/ldyepl
title: Related Data for: Active faults revealed and new constraints on their seismogenic depth from a high-resolution regional focal mechanism catalog in Myanmar (2016-2021)

description: Broadband seismic waveform data from the EOS-DMH-MEC network used in the relocation and gCAP inversion of earthquake focal mechanisms. SAC files for Event #9: 20171104_2029
DOI: 10.21979/n9/hwkf9j
title: Replication Data for: On-Site Precise Screening of SARS-CoV-2 Systems Using an Attention-Based PLS-1D-CNN Model with Biomolecular Infrared Signatures

description: During the early stages of respiratory virus outbreaks, such as severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), the effective use of limited nasopharyngeal swabs for rapid and accurate screening is crucial for public health. In this study, we present a methodology that integrates attenuated total reflection-Fourier transform infrared spectroscopy (ATR-FTIR) with the adaptive iteratively reweighted penalized least squares (airPLS) preprocessing algorithm and a channel-wise attention-based partial least squares one-dimensional convolutional neural network (PLS-1D-CNN) model, enabling accurate screening of infected individuals within 10 minutes. Two cohorts of nasopharyngeal swab samples, comprising 126 and 112 samples from suspected SARS-CoV-2 Omicron variant cases, were collected at Beijing Youan Hospital for verification. To assess signal quality across different experimental procedures, we introduce a biomolecular importance (BMI) evaluation method, which quantitatively measures the significance of virus-related biomolecules in feature extraction, helping differentiate the quality of spectral signals collected under varying conditions. This approach reveals underlying biological correlations, facilitating the selection of higher-quality spectra and standardizing protocols to ensure consistent, high-quality spectral signal collection. For ATR-FTIR signals in cohort 2, which showed higher BMI, airPLS was used for signal preprocessing, followed by application of the channel-wise attention-based PLS-1D-CNN model for screening. Experimental results demonstrate that our model achieves a screening accuracy of 96.48%, sensitivity of 96.24%, specificity of 97.14%, F1-score of 96.12%, and an AUC of 0.99, meeting the World Health Organization’s recommended criteria for acceptable screening products.
DOI: 10.21979/n9/hxxsey
title: Related Data for: Defining a critical period for inhibitory circuits within the somatosensory cortex

description: Although experience-dependent changes in brain inhibitory circuits are thought to play a key role during the “critical period” of brain development, the nature and timing of these changes are poorly understood. We examined the role of sensory experience in sculpting an inhibitory circuit in the primary somatosensory cortex (S1) of mice by using optogenetics to map the connections between parvalbumin (PV) expressing interneurons and layer 2/3 pyramidal cells. Unilateral whisker deprivation decreased the strength and spatial range of inhibitory input provided to pyramidal neurons by PV interneurons in layers 2/3, 4 and 5. By varying the time when sensory input was removed, we determined that the critical period closes around postnatal day 14. This yields the first precise time course of critical period plasticity for an inhibitory circuit.
DOI: 10.21979/n9/irnj4i
title: ZeroBN: Learning Compact Neural Networks For Latency-Critical Edge Systems

description: Codes and data for "ZeroBN: Learning Compact Neural Networks For Latency-Critical Edge Systems"
DOI: 10.21979/n9/j8bwvq
title: Final Data for: Tuning the Many-body Interactions in a Helical Luttinger Liquid

description: Final Data for: "Tuning the Many-body Interactions in a Helical Luttinger Liquid"
DOI: 10.21979/n9/jdabod
title: TEM analysis

description: Analysis results from transmission electron microscopy technique.
DOI: 10.21979/n9/jlfj2h
title: Related Data for: Rapid and precise characterization of eukaryotic marine microalgae in the coastal waters of Singapore with third generation sequencing (Part 2)

description: R code/scripts and data used to generate figures and statistics for Chapters 3, 4 and 5 of thesis
DOI: 10.21979/n9/jxldpb
title: Preregistration Documents: Rest and learning for novel words

description: Samsudin S & Styles SJ (2018). Preregistration Documents: Rest and learning for novel words. DR-NTU (Data).
DOI: 10.21979/n9/k1p3il
title: Replication Data for: Effect of masker selection schemes on the perceived affective quality of soundscapes: A pilot study

description: This repository contains the data and replication code for our publication in Inter-Noise 2023
DOI: 10.21979/n9/k4ws29
title: Bencaojing jizhu 本草經集注 in Three Layers

description: This repository includes the following files: A digitally tagged edition of Bencaojing jizhu 本草經集注 prepared in MARKUS as a html file. Initial tagging of this file by Zhang Duan 張端, final editing by Xu Duoduo 許多多, including character fidelity, tagging and geolocation editing. A full output file of all digital tags, stored in an .xlsx file. A summary data table (.xlsx) including all known place names where known; their GIS coordinates; the primary name of the associated drug; and the layer of the text. A docuxml file, which converts the MARKUS file into a Docusky database. Loaded into Docusky, this can be parsed according to multiple criteria in the text. ****Where Chinese characters in this edition were not directly available in UTF-8 encoding, substitute characters were used. These are described in Bencaojingjizhu_Shangzhijun_Checking.doc ****This file updates and supersedes the trial edition published in 2017 (see related publication). All markups have been thoroughly checked, confirmed, and edited, and are now reliable. We are therefore now releasing this authoritative edition as well as attaching all internal data for analysis.
DOI: 10.21979/n9/kaj9sp
title: Replication Data for: Reconstructing Quantum States With Quantum Reservoir Networks

description: Replication Data for: "Reconstructing Quantum States With Quantum Reservoir Networks"
DOI: 10.21979/n9/kqb3gn
title: Replication Data for: Semitransparent perovskite solar cells with &gt; 13% efficiency and 27% transperancy using plasmonic Au nanorods

description: Related Data for: Semitransparent perovskite solar cells with&gt; 13% efficiency and 27% transperancy using plasmonic Au nanorods
DOI: 10.21979/n9/l4dz77
title: Replication Data for: Bridging the gap between electrical double-layer and faraday intercalation with nanoconfinement

description: Raw data for: bridging the gap between electrical double-layer and faraday intercalation with nanoconfinement
DOI: 10.21979/n9/iargg3
title: Replication Data for: Scanning electron microscope analysis of 12th-16th century stoneware and porcelain in the archaeology of Singapore and Kota Cina in Sumatra, and its implications

description: Elemental data for my PhD thesis, "Scanning Electron Microscope Analysis of 12th-16th Century Stoneware and Porcelain in the Archaeology of Singapore and Kota Cina in Sumatra, and its Implications" Ceramics' body pastes compositions are averaged from at least four Scanning Electron Microscopy - Electron Dispersive X-Ray Spectroscopy (SEM-EDS/EDX) measurements per sherd (ceramic fragment/shard) taken by a JEOL JSM-5500 SEM using Inca 5.0 and are sorted by category. Glaze measurements are recorded from three SEM-EDS/EDX measurements per view, with Spectrum 1 (the glaze itself) used for plotting and comparisions between datasets. The appendix (the ODT document) contains all statistical tests performed on these data using RStudio 1.3.1093 running R 4.0.3 used in this thesis.
DOI: 10.21979/n9/ioxaeh
title: Related Data for: Active faults revealed and new constraints on their seismogenic depth from a high-resolution regional focal mechanism catalog in Myanmar (2016-2021)

description: Broadband seismic waveform data from the EOS-DMH-MEC network used in the relocation and gCAP inversion of earthquake focal mechanisms. SAC files for Event #83: 20211007_1828
DOI: 10.21979/n9/j95wlr
title: Post-pandemic Health Behavior

description: This dataset results from a 2024 national survey of health behavior in Indonesia
DOI: 10.21979/n9/jkyyud
title: Replication Data for: DIFFBASE: A Differential Factbase for Effective Software Evolution Management

description: Numerous tools and techniques have been developed to extract and analyze information from software development artifacts. Yet, there is a lack of effective method to process, store, and exchange information among different analyses. DiffBase provides a uniform exchangeable representation supporting efficient querying and manipulation, based on the existing concept of program facts. We consider program changes as first-class objects, which establish links between intra-version facts of single program snapshots and provide insights on how certain artifacts evolve over time via inter-version facts. DiffBase includes a series of differential fact extractors and multiple software evolution management tasks have been implemented with DiffBase, demonstrating its usefulness and efficiency.
DOI: 10.21979/n9/jm9olv
title: Replication Data for: Characterization of shrink film properties for rapid microfluidics lab-on-chip fabrication

description: Replication data for "Characterization of shrink film properties for rapid microfluid-ics lab-on-chip fabrication"
DOI: 10.21979/n9/k1wu6v
title: Final data for: A Gate-Tunable Ambipolar Quantum Phase Transition in a Topological Excitonic Insulator

description: Final data for "A Gate-Tunable Ambipolar Quantum Phase Transition in a Topological Excitonic Insulator"
DOI: 10.21979/n9/k4irom
title: Related data for: Insights into the mechanism and regulation of the CbbQO-type Rubisco activase, a MoxR AAA+ ATPase

description: This dataset contains the biochemical data collected for this publication. One Excel file is provided for each Figure panel. The electron micrographs used for the 3D-reconstruction shown in Fig. 2 are also provided (*.mrc files).
DOI: 10.21979/n9/kdhin8
title: Replication Data for: Meta-analytic investigations of structural grey matter, executive domain-related functional activations, and white matter diffusivity in obsessive compulsive disorder: An integrative review

description: ALE meta-analysis of fMRI studies conducted on 1)structural grey matter, 2) executive function task-related activations and 3) diffusion MRI studies on white-matter diffusivity between obsessive-compulsive disorder samples and controls
DOI: 10.21979/n9/knmkaj
title: Supplementary material 5

description: Supplementary material 5 from Burgos, V., Jenkins, S., Bono Troncoso, L., Perales Moya, C. V., Bebbington, M., Newhall, C., Amigo, A., Prada Alonso, J., Taisne., B. Identifying analogues for Melimoyu, a long-dormant and data-limited volcano in Chile, through hierarchical clustering. To be submitted to Frontiers in Earth Science.
DOI: 10.21979/n9/kwlkdm
title: Co-incidence of BA.1 and BA.2 at the start of Singapore's Omicron wave revealed by Community and University Campus wastewater surveillance

description: Wastewater surveillance (WWS) has been globally recognised to be a useful tool in quantifying SARS-CoV-2 RNA at the community and residential levels without biases associated with case-reporting. The emergence of variants of concern (VOCs) have given rise to an unprecedented number of infections even though populations are increasingly vaccinated. This is because VOCs have been reported to possess higher transmissibility and can evade host immune responses. Results in this study corroborate clinical incidence of the Omicron lineages in Singapore and indicate minimal silent circulation prior to January 2022. The subsequent simultaneous spread of both variant lineages followed strategic relaxation of safe management measures upon meeting nationwide vaccination goals.
DOI: 10.21979/n9/l1ghbd
title: Related Data for: Curvature-regulated lipid membrane softening of nano-vesicles

description: Final research data for paper "Curvature-regulated lipid membrane softening of nano-vesicles"
DOI: 10.21979/n9/ld3ebq
title: Related Data for: Argument and information structures in sociology research papers: Analysis of the abstract and introduction sections

description: The XML tagging resources provided here support discourse analysis of research papers using the Information-Argument-Rhetorical Structure framework used in Dr Wei-Ning Cheng's thesis. The Information-Argument-Rhetorical Structure framework specifies 3 layers of discourse analysis: 1. Information structure analysis 2. Argument structure analysis 3. Rhetorical structure analysis The framework was derived from an analysis of the Abstract, Introduction and Literature Review sections of 30 sociology, mechanical engineering and bioscience research papers (10 each). The framework was applied to an additional 100 sociology research papers, and refined. Further work on mechanical engineering and bioscience papers are planned. A major step in the discourse analysis is to tag text spans (usually noun phrases, clauses and single words) in the text (in XML format) with XML tags that reference elements in the Information-Argument-Rhetorical Structure framework, using an XML editor software (e.g., oXygen XML editor).
DOI: 10.21979/n9/lhfkcf
title: Replication Data for: Far out-of-equilibrium spin populations trigger giant spin injection into atomically thin MoS2

description: Replication data for this paper published in Nat. Phys. including raw data, processed data and figures. DOI: 10.1038/s41567-018-0406-3
DOI: 10.21979/n9/ltpbm2
title: Replication Data for: Strong Self-trapping by Deformation Potential Limits Photovoltaic Performance in Bismuth Double Perovskite

description: Replication data for the paper including the raw data, processed data and figures. DOI: Sci. Adv. 2021; 7 : eabd3160
DOI: 10.21979/n9/lxoyvl
title: 2022 Mw6.6 Luding Earthquake Dataset

description: Seismic dataset of the mainshock
DOI: 10.21979/n9/hk8m00
title: Replication Data for: Extensive remineralization of peatland-derived dissolved organic carbon and acidification in the Sunda Shelf Sea, Southeast Asia

description: Replication dataset including the raw data files, processed data and Matlab scripts.