cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.21979/n9/andb7r
title: Replication Data for: Quantum Neuromorphic Platform for Quantum State Preparation

description: Replication Data for: "Quantum Neuromorphic Platform for Quantum State Preparation"
DOI: 10.21979/n9/aqpeo0
title: Related Data for: Template-Sacrificing Synthesis of Well-Defined Asymmetrically Coordinated Single-Atom Catalysts for Highly Efficient CO2 Electrocatalytic Reduction

description: Template-Sacrificing Synthesis of Well-Defined Asymmetrically Coordinated Single-Atom Catalysts for Highly Efficient CO2 Electrocatalytic Reduction
DOI: 10.21979/n9/aunuy9
title: Replication Data for: A cross-cultural study of the effect of parental bonding on the perception and response to criticism in Singapore, Italy and USA

description: Parents play a primary and crucial role in emotional socialisation processes in children where individuals learn the expression, understanding and regulation of emotions. Parenting practices and dimensions of the parent-child relationship have been associated with social and emotional processes in children. As criticism involves negative emotional reactions and emotion regulation, the parent-child relationship is likely to influence an individual’s perception and response to criticism. Hence, the present study investigated the relationship of parental bonding and the perception and response to criticism in three different countries – Singapore, Italy and USA. Adult participants (n = 444) completed the Parental Bonding Inventory (PBI) and measures of criticism.
DOI: 10.21979/n9/c9md12
title: Raw Data for: Cubic NaSbS2 as an Ionic–Electronic Coupled Semiconductor for Switchable Photovoltaic and Neuromorphic Device Applications

description: This is the raw data for Cubic NaSbS2 as an Ionic–Electronic Coupled Semiconductor for Switchable Photovoltaic and Neuromorphic Device Applications
DOI: 10.21979/n9/anxs8z
title: Development and Evaluation data for Multilingual Everyday Recordings - Language Identification on Code-Switched Child-Directed Speech (MERLIon CCS) Challenge

description: The inaugural Multilingual Everyday Recordings - Language Identification on Code-Switched Child-Directed Speech (MERLIon CCS) Challenge focuses on developing robust language identification and language diarization systems that are reliable for non-standard, accented, spontaneous code-switched, child-directed speech collected via Zoom. This dataset contains the development set and evaluation sets for two Tasks in the 2023 MERLIon CCS Challenge, a special session at INTERSPEECH 2023 (Theme: 'Inclusive Spoken Language Science and Technology – Breaking Down Barriers'). As videocalls become increasingly ubiquitous, we present a unique first-of-its-kind Zoom videocall dataset. The MERLIon CCS Challenge tackles automatic language identification and language diarization in a subset of audio recordings from the Talk Together Study, where parents narrated an onscreen wordless picturebook to their child. The main objectives of this inaugural challenge are: • to benchmark the current and novel language identification and language diarization systems in a code-switching scenario including extremely short utterances; • to test the robustness of such systems under accented speech; • to challenge the research community to propose novel solutions in terms of adaptation, training, and novel embedding extraction for this particular set of tasks. The challenge features language identification (Task 1) and language diarization (Task 2). Two tracks, open and closed, are available. The tracks differ by the data used during system training. More information can be found in the MERLIon CCS Challenge Evaluation Plan and the MERLIon CCS Challenge GitHub. The public release of the Challenge audio data includes minor revisions following the conclusion of the challenge, constituting no more than .0001% of the labeled data. Due to the nature of the audio and the data release agreement with the participants, all downloads from this repository will require an agreement to the terms of use. To preview the metadata associated with the datasets contained here, you can access the documentation without downloading any files here. This collection contains two versions of the data, a legacy archive (LEGACY_ARCHIVE) containing all original files in their original file structure and a set of download files (DOWNLOAD_FILES), formatted for efficient download. In the section below, please click Tree view to see the file structure.
DOI: 10.21979/n9/aruzec
title: Related Data for: Light-evoked deformations in rod photoreceptors, pigment epithelium and subretinal space revealed by prolonged and multilayered optoretinography

description: It contains two example datasets for demonstrating our prolonged and multilayered optoretinography (ORG) method (https://doi.org/10.1038/s41467-024-49014-5). The corresponding demo codes can be found in the Github repository (https://github.com/NTU-Ling-lab/ORG-Classification).
DOI: 10.21979/n9/aue2ll
title: Replication Data for: Assessment of a Cost-Effective Headphone Calibration Procedure for Soundscape Evaluations

description: This dataset contains the data used for all statistical comparisons in our ICSV 2022 submission "Assessment of a Cost-Effective Headphone Calibration Procedure for Soundscape Evaluations", summarised in a single .csv file. To obtain the data in this dataset, 17 participants were invited to each rate 27 stimuli twice, once with the stimuli calibrated with a head-and-torso simulator ("HATS method") and once with the stimuli calibrated via an open-circuit voltage method ("OCV method"). This resulted in a total of 17*27*2 = 918 data samples, corresponding to the number of rows in the .csv file. For more details on the calibration method and listening test procedure, please refer to our manuscript: B. Lam, K. Ooi, K.N. Watcharasupat, Y.-T. Lau, Z.-T. Ong, T. Wong, W.-S. Gan, "Assessment of a Cost-Effective Headphone Calibration Procedure for Soundscape Evaluations", in Proceedings of the 28th International Congress on Sound and Vibration, ICSV28, Singapore, 2022. A short explanation of the columns in the .csv file is as follows: calib_method: The method used to calibrate the stimulus for which the present row of responses was obtained (either HATS or OCV) participant_idx: The index of the participant who provided the present row of responses. Each participant is assigned a unique index. In addition, indices do not start from 1 because we omitted data from participants who adjusted volume settings when listening to the stimuli (thus rendering the calibration invalid), as well as participants who were unable to provide a complete set of responses for stimuli calibrated using both calibration methods. stimulus_idx: The index of the stimulus for which the present row of responses was obtained (integers from 1 to 27, inclusive). pleasant: The rating given by the participant for the present stimulus on a scale of 0 to 100 (inclusive) for the attribute "pleasant". chaotic: The rating given by the participant for the present stimulus on a scale of 0 to 100 (inclusive) for the attribute "chaotic" vibrant: The rating given by the participant for the present stimulus on a scale of 0 to 100 (inclusive) for the attribute "vibrant" uneventful: The rating given by the participant for the present stimulus on a scale of 0 to 100 (inclusive) for the attribute "uneventful" calm: The rating given by the participant for the present stimulus on a scale of 0 to 100 (inclusive) for the attribute "calm" annoying: The rating given by the participant for the present stimulus on a scale of 0 to 100 (inclusive) for the attribute "annoying" eventful: The rating given by the participant for the present stimulus on a scale of 0 to 100 (inclusive) for the attribute "eventful" monotonous: The rating given by the participant for the present stimulus on a scale of 0 to 100 (inclusive) for the attribute "monotonous"
DOI: 10.21979/n9/avcqmd
title: Influence of substitutional defects in ZIF-8 membranes on reverse osmosis desalination: A molecular dynamics study

description: In this study, molecular dynamics simulation is used to investigate the effects of water-based substitutional defects in Zeolitic imidazolate frameworks (ZIF)-8 membranes on their reverse osmosis (RO) desalination performance. ZIF-8 unit cells containing up to three defect sites are used to construct the ZIF-8 membranes. These substitutional defects can either be Zn defects or linker defects. The RO performance of the membranes is tested in terms of the water flux and ion rejection rate. The effects of defects on the interactions between the ZIF-8 membranes and NaCl are investigated and explained by the radial distribution function (RDF) and ion density distribution. The results show that ion adsorption on the membranes occurs at either the nitrogen atoms or the defect sites depending on the number of defect sites. Complete ion rejection can be achieved for NaCl in the starting period by introducing defects to change the size of the aperture and cavity diameters, rendering it harder for the ions to pass through the membranes by the size exclusion effect. It is also discovered that the presence of linker defects increases membrane hydrophilicity, which reduces water flux due to the increase in water interactions at the defect sites. Overall, molecular dynamics simulations were used in this study to show that water-based substitutional defects in the ZIF-8 structure reduce the water flux and influence its hydrophilicity and ion adsorption performance, which is useful in predicting the type and number of defect sites required for RO applications. Of the seven ZIF-8s tested, pristine ZIF-8 performs the best in the starting period.
DOI: 10.21979/n9/awijua
title: Replication Data for: Palm species traits determine soil nutrient effects on seedling performance

description: This dataset contains the field data and R code used to generate the figures, tables, and findings presented in the manuscript titled "Palm species traits determine soil nutrient effects on seedling performance."
DOI: 10.21979/n9/awkv0v
title: Replication Data for: Impact of conductivity on Lorentzian and Fano resonant high-Q THz metamaterials: Superconductor, metal and perfect electric conductor

description: High temperature superconductors have created exciting opportunities for switchable metamaterial and plasmonic devices operating at terahertz frequencies. In recent times, there have been several demonstrations using superconducting metamaterials, such as thermal, electrical, magnetic, and optical switching. Here, we explore the impact of conductivity on terahertz metamaterial resonators with different resonance line shapes. Lorentzian and Fano line shaped resonators show different levels of enhancement in the quality factor and resonance intensity for metallic, superconductor, and perfect electric conductors, due to the interplay between the radiative and the non-radiative loss mechanisms in a metamaterial array.
DOI: 10.21979/n9/axcbki
title: Data for Developing a public-private partnership by crowdfunding to create sustainable plastics upcycling technologies

description: This contains all the data that was generated during this project.
DOI: 10.21979/n9/b1pso5
title: Related Data for: Tier 1 grant RG221

description: Selective On-Site Hydrogen Peroxide Synthesis via Electrochemical Oxygen Reduction Reaction
DOI: 10.21979/n9/bi71gy
title: SESAME Picture Cards

description: Picture Cards for eliciting speech in different languages. The pictures were designed to elicit the syllables /pi/ /pa/ and /pu/ in the word onset position in the official languages of Singapore: English, Chinese, Malay, and Tamil. The picture cards were first piloted in 2019, and rolled out for elicitation tasks as part of the Talk Together Study in 2020.
DOI: 10.21979/n9/9iigwx
title: Source code and sample input CityGML models for automatic derivation of lower levels of detail

description: This dataset contains the source code for automatically creating lower levels of detail from a given CityGML building model. E.g. a level of detail 3 model can be reduced to level of detail 0, 1, or 2. Exemplary sample models are included as well.
DOI: 10.21979/n9/ad7ay6
title: Palaui Islands, Philippines Diploastrea heliopora and Porites lobata Sr/Ca and d18O data from 1954 to 2012

description: Monthly paired Sr/Ca and d18O measurements of Diploastrea and Porites collected at Palaui Islands, Philippines. The Sr/Ca and d18O data were determined using an inductively coupled plasma optical emission spectrometry (ICP-OES) and isotope ratio mass spectrometry (IRMS).
DOI: 10.21979/n9/aihpq9
title: Replication Data for: A systematic review of gut‐immune‐brain mechanisms in Autism Spectrum Disorder

description: Despite decades of research, the etiological origins of Autism Spectrum Disorder (ASD) remain elusive. Recently, the mechanisms of ASD have encompassed emerging theories involving the gastrointestinal, immune, and nervous systems. While each of these perspectives presents its own set of supporting evidence, the field requires integration of these modular concepts and an overarching view of how these subsystems intersect. In this systematic review, we have synthesized relevant pieces of evidence from the existing literature, evaluating them in an interdependent manner and in doing so, outlining their possible connections. Specifically, we first discussed gastrointestinal and immuno‐inflammation pathways in‐depth, exploring the relationships between microbial composition, bacterial metabolites, gut mucosa, and immune system constituents. Accounting for temporal differences in the mechanisms involved in neurodevelopment, prenatal and postnatal phases were further elucidated, where the former focused on maternal immune activation (MIA) and fetal development, while the latter addressed the role of immune dysregulation in contributing to atypical neurodevelopment. As autism remains, foremost, a neurodevelopmental disorder, this review presents an integration of disparate modules into a “Gut‐Immune‐Brain” paradigm. Existing gaps in the literature have been highlighted, and possible avenues for future research with an integrated physiological perspective underlying ASD have also been suggested.
DOI: 10.21979/n9/anzmfw
title: Replication Data for: A strong connection to nature increases a person’s care for animals when made to feel lonely

description: This data is collected for Pei Xuan Sew's FYP thesis. The data is used in the manuscript entitled "A strong connection to nature increases a person’s care for animals when made to feel lonely."
DOI: 10.21979/n9/b4hsjo
title: ACM-TWEB Master Dictionary of Bigrams

description: npy file containing the master dictionary of bigrams and their frequencies in the ACM-TWEB corpus.
DOI: 10.21979/n9/bcbecu
title: The source codes of ScatterNet

description: The source code of ScatterNet " Scalable Teacher-Forcing Networks under Spark Environments for Large-Scale Streaming Problems"
DOI: 10.21979/n9/ao8egs
title: Replication Data for: Hybrid Lead Halide Perovskites for Ultrasensitive Photoactive Switching in Terahertz Metamaterial Devices

description: The recent meteoric rise in the field of photovoltaics with the discovery of highly efficient solar‐cell devices is inspired by solution‐processed organic–inorganic lead halide perovskites that exhibit unprecedented light‐to‐electricity conversion efficiencies. The stunning performance of perovskites is attributed to their strong photoresponsive properties that are thoroughly utilized in designing excellent perovskite solar cells, light‐emitting diodes, infrared lasers, and ultrafast photodetectors. However, optoelectronic application of halide perovskites in realizing highly efficient subwavelength photonic devices has remained a challenge. Here, the remarkable photoconductivity of organic–inorganic lead halide perovskites is exploited to demonstrate a hybrid perovskite–metamaterial device that shows extremely low power photoswitching of the metamaterial resonances in the terahertz part of the electromagnetic spectrum. Furthermore, a signature of a coupled phonon–metamaterial resonance is observed at higher pump powers, where the Fano resonance amplitude is extremely weak. In addition, a low threshold, dynamic control of the highly confined electric field intensity is also observed in the system, which could tremendously benefit the new generation of subwavelength photonic devices as active sensors, low threshold optically controlled lasers, and active nonlinear devices with enhanced functionalities in the infrared, optical, and the terahertz parts of the electromagnetic spectrum.
DOI: 10.21979/n9/auavfq
title: Replication data for: A meta-analysis of linguistic markers of extraversion: Positive emotion and social process words

description: Dataset for the paper "A Meta-analysis of Linguistic Markers of Extraversion: Positive Emotion and Social Process Words"
DOI: 10.21979/n9/bdoeys
title: Replication Data for: Structural controls on rupture extent of recent Sumatran Fault Zone earthquakes, Indonesia

description: This repository contains the Synthetic Aperture Radar (SAR) Line-of-Sight (LOS) displacements we used to estimate coseismic slip distribution of earthquakes on the Sumatran Fault Zone: the 2007 Mw 6.3 and 6.4 Lake Singkarak doublet, the 2009 Mw 6.6 Dikit event, and the 2016 Mw 6.6 Pidie Jaya event. It also contains our estimated coseismic slip distributions and a file containing the coordinates for our newly mapped fault traces. - The coseismic slip distributions are contained in the files named “coseismic_slip_Figure*.grd”, for which the figure numbers correspond to the respective figure in the paper. These files are in GMT netCDF-4 format. Orientation parameters for the fault planes may be found in Table 2 of the paper. - The processed InSAR data are provided in the files named “downsampled_LOS_disp*.txt”. Information on methods and how the data were produced are available in the methodology section of the paper. Metadata (SAR sensor, track, path, frame and acquisition dates) are available in Table 1 in the main text. The processed data are provided in this format: longitude, latitude, unit vector in east direction, unit vector in north direction, unit vector in up direction, LOS displacement in cm. - The coordinates of newly mapped fault traces (as plotted in Figure 5 in the main text) are given in the file named “coordinates_new_mapped_linking_faults_figure_5.txt”. The format is: longitude, latitude.
DOI: 10.21979/n9/bn2rq1
title: Replication Data for: Fixed-end slab parametric study and sandwich and steel panels quasi static and impact tests (D7)

description: LS-DYNA input files for blast FEA comp-2-2mm-1-0-1 (typical case of sandwich steel-concrete panel loaded by cased charge- SPH method as an option)
DOI: 10.21979/n9/btnojn
title: Replication Data for: Towards Efficient Convolutional Neural Network for Embedded Hardware via Multi-Dimensional Pruning

description: This dataset is created to store the related data of the following published paper: Hao Kong, Di Liu, Xiangzhong Luo, Shuo Huai, Ravi Subramaniam, Christian Makaya, Qian Lin, Weichen Liu*, “Towards Efficient Convolutional Neural Network for Embedded Hardware via Multi-Dimensional Pruning”, ACM/IEEE Design Automation Conference (DAC), 2023.
DOI: 10.15468/dl.d68uxh
title: Occurrence Download

description: A dataset containing 1530 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is Iran (Islamic Republic of)",
 "OccurrenceStatus is Present",
 "TaxonKey is Pelecanus crispus Bruch, 1832"
 ]
}

 The dataset includes 1530 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033861-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21979/n9/b0q7bg
title: Replication Data for: In situ alginate crosslinking during spray-drying of lactobacilli probiotics promotes gastrointestinal-targeted delivery

description: This dataset contains preliminary data collected for the article: In situ alginate crosslinking during spray-drying of lactobacilli probiotics promotes gastrointestinal-targeted delivery
DOI: 10.21979/n9/bcb919
title: Related Data for: Substrate Engineering for CVD Growth of Single Crystal Graphene

description: Single crystal graphene (SCG) has attracted enormous attention for their unique potential to next-generation high-performance optoelectronics. In the absence of grain boundaries, SCG preserves the exceptional intrinsic properties of graphene. Currently, chemical vapor deposition (CVD) has been recognized as an effective method for the large-scale synthesis of graphene film. But polycrystalline films are usually obtained and the present grain boundaries compromise the carrier mobility, thermal conductivity, optical properties, and mechanical properties. The scalable and controllable synthesis of SCG is challenging. Recently, much attention has been attracted on the engineering of large-size single crystal substrates for the epitaxial CVD growth of large-area and high-quality SCG film. In this article, we provide a comprehensive and comparative review on the selection and preparation of various single crystal substrates for CVD growth of SCG under different conditions. The growth mechanisms, current challenges, and future development and perspectives are discussed.
DOI: 10.21979/n9/bfqbkh
title: Replication Data for: Observation of an unpaired photonic Dirac point

description: Data and computer code used to produce the results in the paper "observation of an unpaired photonic Dirac point"
DOI: 10.21979/n9/bgpeci
title: Replication data for: Active Control of Resonant Cloaking in a Terahertz MEMS Metamaterial

description: Metamaterials exhibiting exotic optical properties have played a signiﬁcant role over the years in guiding the concept of invisibility cloaking from the realm of being ﬁction to reality. However, due to the difﬁculties in fabricating the 3D cloaking devices and lack of exotic plasmonic materials at terahertz (THz) frequencies, the experimental realization of cloaking phenomenon in the THz spectrum is challenging. In this work, a new mechanism for invisibility cloaking based on the resonant scattering cancellation technique in a 2D nonconcentric composite metamaterial device, consisting of a split ring resonator (SRR) and a microelectromechanical system (MEMS) reconﬁgurable closed ring resonator (CRR) at THz frequencies is reported. A strong magnetic interaction between the SRR and CRR eliminates the scattering effects from the SRR at its fundamental eigen mode frequency, thereby making it invisible to the incident THz wave. Further, by voltage actuation of MEMS-reconﬁgurable CRR, an active switching between the visible and cloaked states of SRR structure is demonstrated. The proposed technique provides a simple design and technique for realizing invisibility cloaks by utilizing the resonant near-ﬁeld interactions in the subwavelength structures across microwave to optical frequencies, thereby circumventing the need for materials with complex geometry and exotic properties
DOI: 10.21979/n9/bouam4
title: Replication Data for: Nonlocality Induced Cherenkov Threshold

description: The files contains the source code to produce the field distribution
DOI: 10.21979/n9/ajjshr
title: Replication Data for: Enhancing Photoelectrochemical Performance of the Printed Nanoporous FeVO4 Photoanode by Dual-Layer CoOx–CoPi Catalysts

description: Raw data for the article titled "Enhancing Photoelectrochemical Performance of the Printed Nanoporous FeVO4 Photoanode by Dual-Layer CoOx–CoPi Catalysts"
DOI: 10.21979/n9/arkjfg
title: Replication Data for: Anti-intracellular MRSA Activity of Antibiotic-loaded Lipid-Polymer Hybrid Nanoparticles and Their Effectiveness in Murine Skin Wound Infection Models

description: This dataset contains the raw data for studies discussed in "Anti-intracellular MRSA Activity of Antibiotic-loaded Lipid-Polymer Hybrid Nanoparticles and Their Effectiveness in a Murine Skin Wound Infection Model".