cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/72rcmn65b2
title: QEngine: A C++ library for quantum optimal control of ultracold atoms

description: We present the first version of the QEngine, an open-source C++ library for performing optimal control of ultracold quantum systems. The most notable systems presented here are Bose–Einstein condensates, many-body systems described by Bose–Hubbard type models, and two interacting particles. These systems can all be realized experimentally using ultracold atoms in various trapping geometries including optical lattices and tweezers. We provide several optimal control algorithms including the group method. The QEngine library has a strong focus on accessibility and performance. We provide several examples of how to prepare simulations of the physical systems and apply optimal control.
DOI: 10.17632/bp2hdmpmhv
title: AN ANALYSIS OF THE IMPACT OF SOCIAL MEDIA ON MENTAL HEALTH: A SOCIOLOGICAL PERSPECTIVE

description: Abstract : Within the realm of sociology, various methodologies are employed to comprehend social problems, encompassing both theoretical and pragmatic perspectives. The sociological approach within the field of sociology is predicated upon the utilisation of both theoretical frameworks and methodological procedures to assess social issues, encompassing fundamental and applied research methodologies. Specifically, social issues have an impact on various aspects of society, including social institutions, governmental entities, religious organisations, and individuals (Leon-Guerrero, 2011). As posited by sociologist Anna Leon-Guerrero (2007, p. 8), social problems can be defined as social conditions or behavioural patterns that yield adverse effects for individuals, our social fabric, or our physical environment. Consequently, the existence of social problems necessitates the presence of corresponding social remedies. It is noteworthy that social problems exhibit variation among individuals. According to Leon-Guerrero (2007), societal challenges encompass privately or publicly held ideals that face situational threats. In brief, social problems can be understood as a product of the subjective and relative construction of reality, or as an objective manifestation with consequential effects (Leon-Guerrero, 2011, p. 9). On the other hand, it is important to note that individuals who possess expertise in sociology are not universally present, and the process of delineating social issues is contingent upon the viewpoints embraced, the methodologies employed, and the means by which the identified problems are comprehended or assessed (Leon-Guerrero, 2011).
DOI: 10.17632/d8dh3dgv5n
title: Singh et al. JAAD 2023

description: Supplementary Data File
DOI: 10.17632/pmg345p32f
title: Data for: Recycling and waste generation: an estimate of the source reduction effect of recycling programs

description: Panel data on municipal waste and recycling.
DOI: 10.17632/ydpn8xnx24
title: Data for 3D reconstruction and Point Cloud classification using Machine Learning in Cultural Heritage environment

description: The dataset contains UAV images of an archaeological site for analysis and management in software based on Close Range Photogrammetry algorithms. In addition, the dataset contains the 3D point cloud and text files useful for its semantic classification.
DOI: 10.6084/m9.figshare.19029695.v1
title: The Moderating Effect of Augmented Reality and Virtual Reality Student Intervention Program on the Relationship between School Career Guidance and Career Decision-Making Self-Efficacy in Oman

description: Undecidedness about career can cause significant disruption in the pursuance of tertiary education and wrong career choice. Hence, students need self-efficacy in career decision-making. At Sultan Qaboos University, a career intervention program based on augmented reality and virtual reality is offered to students prior to enrolment in this university as a means of enhancing their learning experiences about career prospects. This study aimed at determining the role of a career intervention program at the university entrance level to boost students’ efficacy about career decision-making that they learn from career guidance and counseling in school. Using a Partial Least Square Structural Equation Modeling approach, this study had examined the direct and indirect relationship of school career guidance and counseling moderated by AR/VR student intervention program with career decision-making self-efficacy. A total of 222 students were randomly selected to participate in this study. Findings indicated that both school career guidance and counseling and AR/VR student intervention program significantly influence career decision-making self-efficacy with a predictive accuracy of 68.9 percentage It was also found that AR/VR student intervention program significantly moderate the relationship of school career guidance and counseling with career decision-making self-efficacy. In comparison, AR/VR student intervention program has a larger effect size on career decision-making self-efficacy compared to school career guidance and counseling. These findings stressed on the need for career intervention program prior to university enrolment and using current technologies like AR/VR to enhance students’ efficacy about career<br>
DOI: 10.6084/m9.figshare.2755171.v1
title: Action Recognition Dataset: Lift-Drop-RightHand

description: This archive contains human movements representing <b>lifting</b> and <b>dropping</b> actions performed with the <b>right hand</b>
DOI: 10.6084/m9.figshare.3443876.v3
title: Metadata for the OpenCitations Corpus

description: This document describe the full metadata schema used by the OpenCitations Corpus (OCC), i.e. an open access corpus of scholarly citation data, namely information about the author-created bibliographic references present in publications that cite other publications.<br>
DOI: 10.6084/m9.figshare.92850.v13
title: NCATS and AZ/MRC repurposing cpds, PubChem CIDs and patent links

description: March 2014; data sheet updated with NCATS plus AZ/MRC. Tally so far is 58 structures (3 SMILES strings and 55 PubChem CIDs) from the 77 code names, but note many of these do not have a name match in PubChem. The CIDs and patent links should be live in the Excell download. The paper describing the anlysis is: "<strong>Challenges and recommendations for obtaining chemical structures of industry provided repurposing candidates</strong>". Christopher Southan, Antony J. Williams and Sean Ekins There is an expanding amount of interest directed at the repurposing and repositioning of drugs, as well as how in silico methods can assist these endeavors. Recent repurposing project tendering calls by the National Center for Advancing Translational Sciences (USA) and the Medical Research Council (UK) have included compound information and pharmacological data. However, none of the internal company development code names were assigned to chemical structures in the official documentation. This not only abrogates in silico analysis to support repurposing but consequently necessitates data gathering and curation to assign structures. Here, we describe the approaches, results and major challenges associated with this. A list of chemical structures, as PubChem compound identifiers (CIDs) and patent mappings for the July 2012 NCATs list of drug candiates for open repurposing investigations. Background information at cdsouthan.blogspot.se (post links below)
DOI: 10.17632/b3pnppjpf9
title: ASR indigenous languages Quechua

description: This dataset includes a Quechua language model (quechua_model.pt) for ASR inference, accompanied by a phoneme dictionary (dict.ltr.txt) and a lexicon (lexicon.txt)
DOI: 10.17632/bnv876g9f2
title: EMG data processing

description: in this file we change the sum of integrated EMG (APA magnitude) into corrected APA and then normalized them for better comparison between subjects.
DOI: 10.17632/by8r2znnpt
title: Automation and the Displacement of Labor by Capital: Asset Pricing Theory and Empirical Evidence

description: This package includes code and (publicly available) data used in Automation and the Displacement of Labor by Capital: Asset Pricing Theory and Empirical Evidence
DOI: 10.17632/tx3vrvsrgv
title: HuBot Dataset: Annotated Data for Non-Disruptive Bird Behavior Study

description: This dataset was created as part of the HuBot project, which focuses on developing a biomimetic mobile robot for non-invasive ecological research and wildlife monitoring. It contains a curated collection of 5,000 high-quality images of Houbara bustards, annotated for object detection tasks. The dataset aims to support research in ecological conservation and robotic applications, enabling accurate and reliable detection of Houbara bustards in diverse environments.

Dataset Details:
Size: 5,000 images, divided into:
Training set: 4,000 images.
Validation set: 500 images.
Testing set: 500 images.
Annotations: Each image includes bounding box annotations for detecting and localizing Houbara bustards.
Sources: Images were collected from in-house footage, online repositories, and globally deployed camera traps.
Features:
Bias Mitigation:

Includes diverse lighting conditions, backgrounds, and challenging scenarios to avoid overfitting.
Balanced representation of Houbara behaviors and habitats to ensure unbiased performance.
Data Augmentation:

Applied techniques such as horizontal flips, cropping, blurring, and noise addition to enhance model generalization.
Diversity and Representation:

The dataset captures a range of environmental conditions to support real-world applications and improve model robustness.
Future Scaling:

Plans are in place to expand the dataset to 50,000 images, covering rare Houbara behaviors, multiple subspecies, and more geographical locations.
Applications:
Object detection in biomimetic robotics.
Ecological research on endangered species.
Non-invasive data collection for long-term wildlife monitoring.
This dataset has been instrumental in optimizing HuBot’s object detection algorithms, allowing reliable performance in diverse conditions while minimizing disturbance to wildlife. It serves as a valuable resource for researchers and developers working on ecological robotics, conservation, and artificial intelligence.

License: This dataset is shared under the CC BY 4.0 license, allowing use for non-commercial purposes with appropriate attribution.
DOI: 10.6084/m9.figshare.23147522.v1
title: Magnetic and Dust Data for ODP Site 1208, Bridges et al., 2023 - Nature

description: Contents of Excel Data File: T1 - Sample MetaData T2 - Figure 2, Dust Records T3 - Figure 3, Magnetic Records T4 - Supplementary Figure 1, L-Ratio T5 - Supplementary Figure 2a, Day Diagram Mixing Lines from Dunlop et al. (2002) T6 - Supplementary Figure 2a, Day Diagram Data T7 - Supplementary Figure 2b, S1208_2650 IRM Decomposition Curve T8 - Supplementary Figure 2b, S1208_4100 IRM Decomposition Curve T9 - Supplementary Figure 3, S300 vs L-Ratio T10 - Age Model Tie points from Venti & Billups (2012) and Evans (2006) T11 - Recompressed Depth Calculations T12 - Site 1208 MAR Calculations T13 - HIRM Flux Calculations T14 - MIS bounds for light blue bars in Figures 2 & 3 (Lisiecki & Raymo, 2005) <br> FORC files for Figure 4 - S1208_2650 - S1208_2700 - S1208_2750 - S1208_4100 <br> ReadMe.txt file contains smoothing factors for FORCs and model fitting parameters for the IRM decompositon curves. <br> PDF file showing deleted data points for IRM acquisition curves.
DOI: 10.6084/m9.figshare.29125973.v1
title: Dataset for Samuel Salwey Bachelor's Thesis

description: Samuel Salwey's Dataset used in Bachelor's Thesis in Development Studies. Combined data from various datasets.
DOI: 10.17632/jjkb9j4vdk
title: Micronuclei induced by radiation, replication stress or chromosome segregation error do not active cGAS-STING Takaki et al

description: Raw Data
DOI: 10.17632/v9mypktddn
title: well data

description: This sample set contains data from 203 exploration wells, each well contains four types of attribute information and exploration results, namely hydrocarbon source conditions(HSC), reservoir conditions (RC), trap conditions (TC), caprock and preservation conditions(CAPC) and well type(class).
DOI: 10.17632/6bhbxbcyd3
title: HDAC inhibition results in widespread alteration of the histone acetylation landscape and BRD4 targeting to gene bodies
DOI: 10.17632/ngzhd38bzx
title: Data for: The early Pliocene global expansion of C4 grasslands

description: The data file provides the depth, age and carbon isotope data of samples in the G3 drillcore
DOI: 10.17632/rfnp2d3kjp
title: Dataset on Hourly Load Profiles for a Set of 24 Facilities from Industrial, Commercial, and Residential End-use Sectors

description: This dataset contains the hourly load profiles over a year (8760 hours data) for a set of 24 representative facilities from various end-use sectors, including industrial, commercial, and residential consumers. The dataset includes six reference buildings adopted from EnergyPlus reference buildings, which are publically available and has been cited here (see the references section in this dataset), and eighteen simulated buildings adapted to the state of New Jersey, U.S., climate zone by employing our physics-based building simulator, which is an EnergyPlus-based tool capable of capturing the buildings functionalities. This dataset can be used to model both single and multi-nodes energy systems such as nanogrids, microgrids, or any integrated systems in the distribution networks where each building is defined by its load profile reflecting its electricity consumption behavior. In fact, this dataset aids researchers and practitioners from all over the world to model their defined/modified test systems which enable them to conduct a broad range of studies addressing various engineering, economic, and environmental analyses.
DOI: 10.17632/d39dhswbmb
title: Datasets of the test problems for an integrated stock selection & sizing problem of a carton box manufacturing company

description: All of the datasets of the test problems (i.e., small, medium, large and very large-sized benchmark instances) for an integrated stock selection & sizing problem of a carton box manufacturing company can be accessed in the attached file. The datasets mainly involve the product codes, width (WPi), height (HPi) and length (LPi) and weekly demand quantities (DEi) of the carton boxes demanded by the customer firm. Furthermore, the minimum widths (OWi) and lengths (OLi) of the corrugated boards required to produce each carton box with zero-waste manufacturing are also presented. Moreover, minimum unit production cost (OCi) of these carton boxes with zero-waste are also given. Finally, the standard 42 different dimensions for the purchased corrugated boards that are determined heuristically by the company managers are also included in the last sheet of the same excel file.
DOI: 10.17632/jg2z4g6pdh
title: Near-infrared reflection spectrum of plastics

description: The experimental setup was installed in a plastic recycling facility.
Spectra show large spectral variability at each wavelength owing to severe surface curvature and contamination.
DOI: 10.17632/vxwkhpc3z6
title: NSGA-III

description: Application of NSGA-III Algorithm in optimization of machining parameters from experimental data of 316L steel machining.
DOI: 10.25446/oxford.21760667.v1
title: Discrete Choice Experiment Dataset

description: This folder contains the data used for the following paper: "What Do Tanzanian Parents Want from Primary Schools—and What Can Be Done about It?"
DOI: 10.17632/zfbbvcg4ps
title: Data for: Development and validation of novel scoring system for the prediction of disease recurrence following resection of colorectal liver metastasis

description: this is consisted of raw data of modeling set of coloreatal cancer liver metastasis patients.
DOI: 10.6084/m9.figshare.20481606.v1
title: 3D model and photographs of sauropod track (pes-manus set, Polyonyx) from the Taghighacht 2 locality, Isli Formation, Morocco

description: 3D model, photographs, and visualisations of a sauropod track (pes-manus set, Polyonyx) from the Taghighacht 2 locality, Isli Formation, Morocco. <br> For 3D models of the whole tracksite, see https://doi.org/10.6084/m9.figshare.20431529.v1 <br> These tracks are described in detail in Oukassou et al. (2019) and Klein et al. (2022) (see these papers for further details): <br> Oukassou, M., H. Klein, A. Lagnaoui, A. Charrière, H. Saber, G. D. Gierliński, J. N. Lallensack, A. Hminna, A. Boumaalif, A. Oussou, and D. Ouarhache. 2019. Polyonyx-like tracks from Middle-?Upper Jurassic red beds of Morocco: Implications for sauropod communities on southern margins of tethys. Palaeogeography, Palaeoclimatology, Palaeoecology 536:109394. <br> Klein H, Gierliński GD, Oukassou M, Saber H, Lallensack Jens N., Lagnaoui A, Hminna A, Charrière A. 2022. Theropod and ornithischian dinosaur track assemblages from Middle to ?Late Jurassic deposits of the Central High Atlas, Morocco. Historical Biology 0:1–27. DOI: 10.1080/08912963.2022.2042808.
DOI: 10.6084/m9.figshare.13456397.v1
title: Acetylation of ELF5 suppresses breast cancer progression by promoting its degradation and targeting CCND1

description: Acetylation of ELF5 suppresses breast cancer progression
DOI: 10.17632/b572c8b3cc
title: Waiting to generate: an analysis of onshore wind and solar PV project development lead-times in Australia

description: These are the data and files used in: Lachlan Clapin and Thomas Longden (2024) Waiting to generate: an analysis of onshore wind and solar PV project development lead-times in Australia, Energy Economics (forthcoming).

Abstract:
The feasibility of near-term renewable targets will depend upon the time taken to get projects completed. Very few studies assess total project lead-times for renewable energy projects. This study investigates the determinants of lead-times for 170 onshore wind and solar PV projects completed in Australia between 2000 and 2023. We track multiple project stages and estimate the impacts of changes in ownership, experience, approval processes, rule changes, and a commissioning process that differs by size of generation. Australia has had a notable improvement in lead-times. Solar projects that commenced before 2010 had an average lead-time of 83 months (min: 63, max: 102). This decreased to 41 months for solar projects (min: 19, max: 75) that commenced after 2016. Onshore wind projects took longer to develop. Project lead-times were 136 months (min: 50, max: 200) when they commenced before 2005. This decreased to 53 months (min: 20, max: 85) for projects starting after 2016. Pre-construction lead-times decreased notably for both solar and wind, which implies that the approval process did improve. There is evidence from one jurisdiction that this did occur, particularly for onshore wind projects. Over the same period, commissioning lead-times were similar for wind projects but have increased for solar projects. On average, commissioning took up to 7 months longer after a change in the re-iterative process of tests and equipment changes to meet generator performance standards. Changes in project ownership occurred often (38% of projects) but this had little impact on lead-times. Accurate estimates of lead-times are important for investors, project-owners and policymakers. Yet, they are rarely reported.
DOI: 10.17632/fbgybykh6s
title: Binder-free MoN Nanofibers Catalysts for Flexible 2-electron Oxalate-based Li-CO2 Batteries with High Energy Efficiency

description: Data for Binder-free MoN Nanofibers Catalysts for Flexible 2-electron Oxalate-based Li-CO2 Batteries with High Energy Efficiency，contain XRD, SEM, TEM, XPS, Raman, DEMS，theoretical calculation results, and so on, and cited reference of manuscript and support information.
DOI: 10.17632/nwjcn4fy87
title: High-throughput proteomics of nanogram-scale samples with Zeno SWATH DIA

description: The ability to conduct high-quality proteomic experiments in high throughput has opened new avenues in clinical research, drug discovery, and systems biology. Next to an increase in quantitative precision, recent developments in high-throughput proteomics have also gained proteomic depth, to the extent that earlier gaps between classic and high-throughput experiments have significantly narrowed. Here we introduce and benchmark Zeno SWATH, a data-independent acquisition technique that employs a linear ion trap pulsing (Zeno trap pulsing) in order to increase proteomic depth and dynamic range in proteomic experiments. Combined with the high acquisition speed, these gains in sensitivity are particularly attractive for conducting high-throughput proteomics experiments with high chromatographic flow rates and fast gradients. We demonstrate that when combined with either micro-flow- or analytical-flow-rate chromatography, Zeno SWATH increases protein identification in complex samples 5- to 10-fold when compared to current SWATH acquisition methods on the same instrument. Using 20-min micro-flow chromatography, Zeno SWATH identified > 6,000 proteins from a 62.5 ng load of human cell lysate with more than 5,000 proteins consistently quantified in triplicate injections with a median CV of 6%. Using 5-min analytical-flow-rate chromatography (800 µl/min), Zeno SWATH identified 4,907 proteins from a triplicate injection of 2 µg of a human cell lysate; or more than 3,000 proteins from 250 ng tryptic digest. Zeno SWATH hence facilitates precise proteomic experiments with small sample amounts using a fast and robust high flow-rate chromatographic method, broadening the application space that requires precise proteomic experiments on a large scale.
DOI: 10.5522/04/21977771.v1
title: <b>Spatiotemporal mapping of the contractile and adhesive forces sculpting early </b><b><i>C. elegans</i></b><b> embryos</b>

description: Embryo shape is determined by individual cell mechanics, intercellular interaction strength, and geometrical constraints. Models based on surface tensions at cell interfaces can predict 3D static cellular arrangements within aggregates. However, predicting the dynamics of such arrangements is challenging due to difficulties in measuring temporal changes in tensions. Here, we characterise the spatiotemporal changes in cellular tensions shaping the early nematode embryo using AFM, live microscopy, and tension inference. Using excoriated embryos, we validate a hybrid inference pipeline that calibrates relative inferred tensions temporally using cortical myosin enrichment and absolute tensions using AFM measurements. Applied to embryos within their native shell, we infer a spatiotemporal map of absolute tensions, revealing that ABa, ABp, and EMS compaction is driven by increased tension at free surfaces, while P<sub>2</sub>’s initial exclusion is due to high tension at intercellular contacts. We uncover a direct and non-affine contribution of cadherins to cell-cell contact tension, comparable to cadherins’ indirect contribution via actomyosin regulation.This repository contains all of the microscopy raw data and the code to produce most of the figures in the associated publication: https://doi.org/10.1101/2023.03.07.531437 Please consult the "README" document for a full description of how to do this.