cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.21979/n9/qlamwf
title: Tracing curves in the plane: geometric-invariant learning from human demonstrations

description: The empirical laws governing human-curvilinear movements have been studied using various relationships, including minimum jerk, the 2/3 power law, and the piecewise power law. These laws quantify the speed-curvature relationships of human movements during curve tracing using critical speed and curvature as regressors. In this work, we provide a reservoir computing-based framework that can learn and reproduce human-like movements. Specifically, the geometric invariance of the observations, i.e., lateral distance from the closest point on the curve, instantaneous velocity, and curvature, when viewed from the moving frame of reference, are exploited to train the reservoir system. The artificially produced movements are evaluated using the power law to assess whether they are indistinguishable from their human counterparts. The generalisation capabilities of the trained reservoir to curves that have not been used during training are also shown.
DOI: 10.21979/n9/qr3jp5
title: Replication Data for: Designing degradable polyethene with desirable physical properties via molecular dynamics simulation and machine learning

description: Data generated during project: Designing degradable polyethene with desirable physical properties via molecular dynamics simulation and machine learning
DOI: 10.21979/n9/qvuwbc
title: EdeX Grant, Revisions to HW0105, Survey and Focus Group Discussion Results (Students and Teachers)

description: Surveys emailed to teachers and students. Anonymously done with consent. Focus Group Discussions done with teachers and students with consent. Transcribed.
DOI: 10.21979/n9/qziesz
title: One and Three Books_2019_11th International Design Biennale of Saint Etienne

description: ONE AND THREE BOOKS Two projects in one, “One and Three Books” is a curatorial project that is the outcome of an ongoing research/pedagogical project; both the curatorial project and the research project are led by Danne Ojeda. Their purpose is to analyze the relationship between the book as a concept and the book as an object of communication. Inspired by Joseph Kosuth’s artwork “One and Three Chairs,” the curatorial and research projects are seen as a conceptual proposition that investigates the definition of a book while exploring the book’s form as an object throughout the book’s production process. As an ongoing research/pedagogical project, “One and Three Books” is currently being developed within the curriculum of the Editorial Design tutorial course—a course that is offered to senior students at the School of Art, Design and Media at Nanyang Technological University in Singapore since 2009. //////////////////////////////////////////////// 11TH INTERNATIONAL DESIGN BIENNALE OF SAINT ETIENNE EXHIBITION PEER REVIEWED BY AN INTERNATIONAL COMMITTEE PLACE: École Supérieure d‘Art et de Design de Saint-Étienne (ESADSE) and Cité du Design, Saint Etienne, France. DATE: 21.03 – 22.04.2019. Work exhibited: One and Three Books curatorial pedagogical project (8 Visual Communication students from the School of Art, Design and Media. Showcase: 16 works as part of the main biennale exhibition entitled 'Stefania')
DOI: 10.21979/n9/r4yw04
title: Preregistration documents for A Systematic Review of Cognitive Flexibility in Bilinguals vs Monolinguals

description: From very early on, papers like Bialystok, E. (1988) have explored and shown a link between bilingualism and cognitive control. Such theories encompass the core function of cognitive flexibility in reference to switching rules and the need to inhibit an ongoing task in order to be in control of the requirements of the next task (Liu et al., 2016). While existing research has explored the link between bilingualism and cognitive flexibility, it has largely failed to consider several contextual factors that may significantly influence the presentation of cognitive flexibility skills in individuals. Such factors could include the type of bilingualism (sequential or simultaneous), the age of language acquisition, native environment, cultural contexts such as multiculturalism or acculturation, and migrant generation. Failure to account for these variables in previous studies may not fully capture the diversity of cognitive outcomes among bilingual individuals. Moreover, inconsistencies in study design, sample characteristics, and the measures used to assess cognitive flexibility further complicate the interpretation of results. Through this systematic review, we aim to determine how existing literature accounts for individual differences in bilingualism, and to what extent it considers factors that might affect cognitive flexibility in adult bilinguals. Specifically, we will be looking into the following objectives: first, assessing quality indicators by examining methodological rigour (consistency in study design, sample characteristics, reliability of measures used to assess cognitive flexibility et cetera); second, to classify and evaluate studies based on different types of bilingualism (sequential versus simultaneous bilinguals), as well as age of language acquisition and contextual factors; and third, to explore how these classifications and individual differences influence cognitive flexibility outcomes. Through this review, we hope to gain a more precise understanding of cognitive profiles among bilinguals versus monolinguals in varied settings and provide clear directions for future research.
DOI: 10.21979/n9/r5lkhi
title: Synthetic Caltech-101 Fisheye Camera Dataset

description: Fisheye dataset for paper "Physics-Directed Data Augmentation for Deep Model Transfer to Specific Sensor"
DOI: 10.21979/n9/r7d1up
title: Parent-Infant Sync: Play and Video

description: This repository contains hyperscanning fNIRS recordings of Mother-Child and Father-Child dyads engaging in a 10 minutes long free play session. 29 father–child dyads (18 boys, 11 girls; father’s age = 38.07 years, child’s age = 42.21 months) and 36 mother–child dyads (21 boys, 15 girls; mother’s age = 34.75 years, child’s age = 41.72 months) from different families were recruited to participate in a 10-min play session after reporting on their current parenting stress and past care and overprotection experience with their parents.
DOI: 10.21979/n9/rt6qfp
title: Ordered Bigrams, Ordered Bigram Dictionaries, All Bigrams, Master Bigram Dictionary, and Sorted Master Bigram Dictionary

description: npy files for ordered bigrams, ordered bigram dictionaries, all bigrams, master bigram dictionary, and sorted master bigram dictionary of the Reuters news corpus.
DOI: 10.21979/n9/rv7cax
title: Replication Data for: Unravelling the Factors Influencing Halide Perovskite Based Switchable Photovoltaics

description: Lead halide perovskites have revolutionized the field of optoelectronics (such as photovoltaics and light emitting diodes) demonstrating extraordinary material properties despite being formed at low temperatures. However, ion migration in the bulk or at the interfaces results in stability issues especially in devices where metal electrodes directly interface with the perovskite film. Utilizing the switchable photovoltaic phenomenon (SPV) in halide perovskites as a measure of ion migration and electrochemical reactions within them, Cs0.05MA0.15FA0.70PbI2.5Br0.5 triple cation perovskite, widely used in photovoltaics is evaluated. The various factors determining the SPV, including electric field magnitudes, type of metal contacts, Illumination conditions, and temperature is systematically measured. This study reveals the roles of electrode work functions and reactivities on ion migration and local electronic structure modulation. ITO electrodes demonstrated the highest open-circuit voltage (Voc) about 0.85 V while Ag electrodes developed conductive filaments. However, the Voc distribution for Ti and Cr electrodes shows a more pronounced linear correlation with the poling electric field strength. Insights from this lateral design are directly relevant to transistor and memristor architectures and offer inputs into the design of perovskite-based photovoltaic/optoelectronic devices.
DOI: 10.21979/n9/sdozr1
title: Replication Data for: Problemen Belastingdienst door karige financiering

description: Replication kit for the research project "Problemen Belastingdienst door karige financiering" published at Economisch Statistische Berichten.
DOI: 10.21979/n9/sf1dub
title: Replication Data for: Type-I hyperbolic metasurfaces for highly-squeezed designer polaritons with negative group velocity

description: Data and computer code used to produce the experiment and theory plots in the paper "Type-I hyperbolic metasurfaces for highly-squeezed designer polaritons with negative group velocity" by Yihao Yang, Pengfei Qin, Xiao Lin, Erping Li, Zuojia Wang, Baile Zhang, and Hongsheng Chen. (2019-05-01)
DOI: 10.21979/n9/sqcdcb
title: Related data for: Emotional Tears Communicate Sadness But Not Excessive Emotions Without Contextual Knowledge

description: Contexts of face perception are diverse. They range from the social environment to body postures, from the expresser’s gaze direction to the tone of voice. In extending the research on contexts of face perception, we investigated people’s perception of tears on a face. The act of shedding tears is often perceived as an expression of sad feelings aroused by experiencing loss, disappointment, or helplessness. Alternatively, tears may also represent the excessive intensity of any emotion, such as extreme fear during an unexpected encounter with a giant bear and extreme happiness when you win a competition. Investigating these competing interpretations of tears, we found that the addition of tears to different facial expressions made the expressions conceptually closer to sad expressions. In particular, the results of the similarity analysis showed that, after the addition of tears, patterns of ratings for anger, fear, disgust, and neutral facial expressions became more similar to those for sadness expressions. The effect of tears on the ratings of basic emotions and their patterns in facial expressions are discussed.
DOI: 10.21979/n9/srdc9a
title: Replication Data for: Terahertz Sensing with Optimized Q/Veff Metasurface Cavities

description: Confinement of electromagnetic radiation in a subwavelength cavity is an important platform for strong light–matter interaction as it enables efficient design of photonic switches, modulators, and ultrasensitive sensors. Metallic metasurfaces consist of an array of planar cavities that allow easy access to confined electromagnetic modes on the surface. However, the radiative and nonradiative losses limit the quality factor (Q) of the resonantly confined mode. Therefore, metasurface designs with effectively low mode volume (Veff) cavities become extremely important for enhancing the photonic density of states. Here, a symmetric Lorentzian resonant metasurface with lower Veff is demonstrated as compared to asymmetric Fano resonators. Lower mode volume and optimized Q/Veff metasurfaces reveal enhanced sensitivity for ultrathin analyte overlayers deposited on metasurfaces signaling enhanced light–matter interaction. Such metasurfaces with tightly confined electromagnetic modes could find wide range of applications in the development of terahertz metadevices including ultrasensitive sensors, bandpass filters, and energy-efficient modulators.
DOI: 10.21979/n9/sznmri
title: Related Data for: Serotonin Transporter Gene Polymorphisms and Maternal Overprotection Regulate Adult Social Expectations on Close Relationships

description: Humans are evolutionary-driven to adult mating and conceive social expectations on the quality of their affiliations. The genetic susceptibility to adverse environments in critical periods can alter close relationships. The current research investigates how the promoter region of the Serotonin Transporter Gene (5-HTTLPR) and perceived caregiving behavior in childhood could influence the social expectations on close adult relationships. For this purpose, 5-HTTLPR data was collected from the buccal mucosa of 65 Italian individuals (33 males). The participants filled a) the Parental Bonding Instrument (PBI) to provide the levels of care and overprotection from mother and father, and b) the Experience in Close Relationships-Revised (ECR-R) to report the social expectations on the intimate relationship assessed in terms of anxiety and avoidance from the partner. An interaction effect between 5-HTTLPR and PBI dimensions on the ECR-R scores was hypothesized. Results confirmed that the interplay between the genetic groups and history of maternal overprotection predicted avoidance experienced in romantic relationships in adulthood. Moreover, both adult anxiety and avoidance felt in an intimate relationship were found to covary as a function of maternal overprotection. The present work proposes further evidence of the genetic and parental mechanisms regulating social expectations involved in close relationships.
DOI: 10.21979/n9/ukxgwf
title: Replication Data for: Room temperature long-range coherent exciton polariton condensate flow in lead halide perovskites

description: Source data for publication of "Room temperature long-range coherent exciton polariton condensate flow in lead halide perovskites"
DOI: 10.21979/n9/r1wxxx
title: MegaTera Box 3 time-domain seismic lines (PDF)

description: This dataset contains high-resolution PDF images of the MegaTera experiment Box 3 region.
DOI: 10.21979/n9/r97jsn
title: The source codes of ADL Matlab

description: ADL codes and dataset
DOI: 10.21979/n9/relr4s
title: Replication Data for: Recent progress of fiber-based transistors materials, structures and applications

description: Recent progress of fiber-based transistors materials, structures and applications
DOI: 10.21979/n9/rfce1o
title: Code for inverse method

description: Code to reproduce inverse modelling results in the paper. There are 2 folders 1 - Compute velocities - Scripts in this folder are used to compute coral site velocities and test different hypotheses about how to best describe the timeseries 2 - Inverse models - nonlinear inverse models using an MCMC sampler to obtain the posterior distribution of locked, steadily creeping and/or SSE regions on the Sunda megathrust (this requires the unicycle library - https://github.com/jdpmoore/unicycle)
DOI: 10.21979/n9/royjmh
title: Related Data for: All-solid antiresonant fiber design for high-efficiency three-level lasing in ytterbium-doped fiber lasers

description: This dataset contains simulation results for an Ytterbium-doped, all-solid antiresonant fiber design optimized for three-level lasing.
DOI: 10.21979/n9/rvxj0y
title: Replication Data for: Solution-Processed Cd-substituted CZTS Photocathode for Efficient Solar Hydrogen Evolution from Neutral Water

description: Data for published article "Solution-Processed Cd-Substituted CZTS Photocathode for Efficient Solar to Hydrogen Evolution from Neutral Water"
DOI: 10.21979/n9/rz75by
title: Replication Data for: TAB: Unified and Optimized Ternary, Binary and Mixed-Precision Neural Network Inference on the Edge

description: The TAB experiment code running on ARM CPU, x86 CPU, and Nvidia GPU.
DOI: 10.21979/n9/sbxioa
title: Bioinspired strategies for stretchable conductors

description: Stretchable conductors are indispensable components of stretchable electronic devices, such as stretchable sensors, transistors, light-emitting diode arrays, solar cells, and so on. However, most of the conductive materials are stiff with very low stretchability. Nature has evolved various strategies to realize stretchability which give a lot of inspirations to the design and fabrication of stretchable conductors. We herein summarized the nature’s strategies to realize stretchability and revealed the underlying mechanisms. After that, the applications of these strategies in fabricating stretchable conductors are exemplified and the effects of some important parameters on the performances are discussed. Finally, critical issues in the stretchable conductors are discussed and several prospective exploration directions are provided.
DOI: 10.21979/n9/sm5jsu
title: Replication Data for: Limitations of Cs3Bi2I9 as Lead-Free Photovoltaic Absorber Materials

description: Raw Data for the published article: Limitations of Cs3Bi2I9 as Lead-Free Photovoltaic Absorber Materials
DOI: 10.21979/n9/t4xnlx
title: Green Grass Park (Tamil) - A SESAME Research Tool

description: In the domain of speech elicitation, it is well understood that participants speak differently when producing different kinds of speech. In particular, speakers tend to use more ‘standard’ pronunciations when reading individual words in isolation, as compared to reading words within the context of a sentence, or talking freely off-the-cuff (Labov, 1966). When speakers have a complex task to achieve (e.g., describing everything they can see in a complex picture, speakers typically monitor their speech less, and default to more informal speech styles. We designed a picture description task called Green Grass Park to elicit a small sample of naturalistic speech. Along with other SESAME Research Tools, the Green Grass Park task was designed with multilingualism in mind. This version of the task has been created for the Singaporean variety of Tamil. It was designed to elicit contrasts in the coronal nasals (dental/alveolar/retroflex), stops (alveolar/retroflex), rhotics (tap/trill/retroflex approximant) and laterals (alveolar/retroflex). Illustrations by Seraphina Fong in collaboration with author team
DOI: 10.21979/n9/tjmq8l
title: A 178 node directed Bitcoin address subgraph

description: This dataset contains an address subgraph of the Bitcoin network comprising 178 nodes. Every line contains 2 Bitcoin addresses separated by a comma. This represents a directed edge in this subgraph. This data was extracted from the Bitcoin transaction network by Phetsouvanh Silivanxay.
DOI: 10.21979/n9/u163uk
title: Replication Data for: Realization of an acoustic third-order topological insulator

description: This dataset contains the data for figures present in the paper titled "Realization of an acoustic third-order topological insulator". Simulations are performed with COMSOL Multiphysics. Experiment results are plotted with pyplot pakage within python. (2019-07-29)
DOI: 10.21979/n9/u4fpb1
title: Basal Cell Carcinoma by Reflectance Confocal Microscopy images

description: Classification on reflectance confocal microscopy images of basal cell carcinoma.
DOI: 10.21979/n9/q9hfbe
title: Replication data for: Experimental analysis of bubble-driven magma motion in the conduit, for persistently active, open-vent volcanoes

description: These are the video files for analogue experiments of bubble-driven magma motion, for persistently degassing lava lakes. In the videos, gas is fluxed up through a tube of initially stagnant liquid. The video files have the naming convention of gas flux (mL/min) followed by liquid viscosity (mPa*s). At the beginning of each experiment, I placed food dye at the top surface of the liquid, which acted as a tracer for liquid motion. I measured the dye return flow velocity, as well as the gas fraction in the tube, and bubble size and velocities. In some videos (with dark golden syrup as the liquid), the dye is difficult to see; however, the dye was more evident in person. These experiments are used to deduce how fast magma convects in a confined conduit, depending on the gas flux and magma rheology.
DOI: 10.21979/n9/r0pta3
title: Related Data for: Pyrene-Functionalized Polymeric Carbon Nitride with Promoted Aqueous-Organic Biphasic Photocatalytic CO2 Reduction

description: Data for the paper: X. Z. Gong, S. J. Yu, M. L. Guan, X. L. Zhu, C. Xue*, “Pyrene-Functionalized Polymeric Carbon Nitride with Promoted Aqueous-Organic Biphasic Photocatalytic CO2 Reduction”, J. Mater. Chem. A 2019, 7, 7373-7379.
DOI: 10.21979/n9/rdh6q0
title: Supplemental Figures for “Islet macrophages support compensatory hyperinsulinemia” manuscript

description: This data-set includes supplemental figures and txt file for the paper titled 'Islet macrophages are associated with islet vascular remodeling and compensatory hyperinsulinemia during the early stages of diabetes' submitted to the American Journal of Physiology-endocrinology and metabolisme
DOI: 10.21979/n9/rl5ueh
title: Related Data for: Improving Environmental Sustainability through Energy Efficient Driving: Eco-driving of Autonomous Electric Vehicle Platoons

description: Related Data for our project: Improving Environmental Sustainability through Energy Efficient Driving: Eco-driving of Autonomous Electric Vehicle Platoons
DOI: 10.21979/n9/rs60nb
title: Replication Data for: Three-dimensional flat Landau levels in an inhomogeneous acoustic crystal

description: Experimental data for the paper "Three-dimensional flat Landau levels in an inhomogeneous acoustic crystal"
DOI: 10.21979/n9/s6xpii
title: Log Rank Movements

description: npy files for the log rank movements for words and bigrams of Reuters news corpus.
DOI: 10.21979/n9/s8ztab
title: Climates. Habitats. Environments. Database

description: The Environmentally-Engaged Artistic Practices in South, Southeast Asia and the Pacific Database aspires to provide a comprehensive and rich data source for artists, climate scientists, and policymakers on the artistic practices of artists and collectives from the South, Southeast Asian and Pacific Regions. The complexity of the climate crisis at hand requires a transdisciplinary approach to research and practice, even as we see climate change becoming an ever-pressing theme across the disciplines of science and art. This database does not aim to be an exhaustive list of artists from the South, Southeast Asian and Pacific region but a carefully crafted list of artists and collectives that have a keen focus on environmental themes. Drawing on the expertise built up by NTU CCA over the years, this database animates the expansive network of artists from around the South, Southeast Asian and Pacific regions dedicated to themes related to traditional knowledge, biodiversity and ecosystems, anthropogenic impacts and risk and resilience. The hope is that this database presents an easy to use and initial source of information for scientists, policymakers and artists to find artists relevant to their area of expertise or region of study with the possibility of collaborating with artists in the database toward building transdisciplinary research methods.
DOI: 10.21979/n9/sa1ewv
title: Ordered Dicts

description: npy file containing dictionary of words and their frequencies in each of the 224 ACM-TWEB abstracts.