cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/49528srrw8
title: Top 20 dermatology and immunology h-index authors by decade, 1980-2020

description: Top 20 dermatology and immunology h-index authors by decade, 1980-2020
DOI: 10.17632/49528srrw8.1
title: Top 20 dermatology and immunology h-index authors by decade, 1980-2020

description: Top 20 dermatology and immunology h-index authors by decade, 1980-2020
DOI: 10.6084/m9.figshare.28130837
title: Equivalent Mutants Analysed via Deductive Verification

description: This is the reproduction package complementing the paper "Equivalent Mutants: Deductive Verification to the Rescue" accepted at the Mutation 2025 Workshop.In the paper we investigate the (supposedly) equivalent mutants from, MutantBench an open-source dataset designed for comparing the performance of tools for detecting equivalent mutants [https://github.com/MutantBench/]. The dataset comes with 4,400 mutants injected into 18 C and 18 Java programs where 1,416 are marked as equivalent. The equivalence status itself was drawn from previously published papers concerning tools that detect equivalent mutants. This status has not been confirmed by independent authors and as we show in our analysis, several equivalent mutants were in fact false positives.Below we list the mutants in this dataset; 30 mutants applied on 10 systems under testCode # loc # mutants<br>-------------------------------<br>Day 59 4 / 14<br>Defroster 160 1 / 147<br>MathUtils (distance) 33 1 / 0<br>Mid 59 5 / 5<br>Min 23 9 / 9<br>Quicksort 96 1 / 322<br>Triangle 89 5 / 706<br>BinarySearch. 37 1 / n.a.<br>FindLast 22 1 / n.a.<br>FindMin 40 2 / n.a.<br>#loc = lines of code of the program and mutant under test including self composition# mutants = the number of mutants analyzed versus the total number of mutants for the given system in the MutantBench dataset<br>The code in the MutantBench dataset required some adaptation to be amenable for the analysis by means of Contract Schemas (the technique proposed in the paper). In particular, the code under test must satisfy the RIPR criterion (reach - infect - propagate - reveal); where the reveal part means we should be able to manipulate the result via the output of a function. Many of the programs under test wrote the result to the console via *print* statements; we replaced those with *return* statements. Other programs just used a single *main()* method; we replaced it with a standard method declared on a class named after the file of the program under test.For MathUtils, the benchmark covers only the uninteresting *gcd*, instead we supplied a mutant for *distance*.Most of the samples selected above lacked loops. We therefore added three search algorithms: BinarySearch, FindLast and FindMin.
DOI: 10.6084/m9.figshare.28130837.v1
title: Equivalent Mutants Analysed via Deductive Verification

description: This is the (anonymous) reproduction package complementing the paper "Equivalent Mutants: Deductive Verification to the Rescue" submitted to the Mutation 2025 Workshop.In that paper we investigated the (supposedly) equivalent mutants from, MutantBench an open-source dataset designed for comparing the performance of tools for detecting equivalent mutants [https://github.com/MutantBench/]. The dataset comes with 4,400 mutants injected into 18 C and 18 Java programs where 1,416 are marked as equivalent. The equivalence status itself was drawn from previously published papers concerning tools that detect equivalent mutants. This status has not been confirmed by independent authors and as we show in our analysis, several equivalent mutants were in fact false positives.
DOI: 10.15468/dl.7uvkk5
title: Occurrence Download

description: A dataset containing 7555 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Acer ginnala Maxim.)",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7555 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000896-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14898469
title: Dataset: Machine Learning–Accelerated Prediction of Amorphization Enthalpy in Ionic Compounds

description: Description

This dataset contains amorphization enthalpy data for a variety of ionic compounds, evaluated using both Density Functional Theory (DFT) and a Graph Neural Network (GNN) model. The data is presented in two CSV files, each with key information about the chemical formulas, material IDs, and corresponding amorphization enthalpies.

Files

1. dft_enthalpy_data.csv

This file contains the following columns:



Formula: The chemical formula of the compound.

material_id: The unique ID of the material in the Materials Project database.

Amorphization Enthalpy (eV): The amorphization enthalpy of the compound, evaluated using Density Functional Theory (DFT).


2. GNN_enthalpy_data.csv

This file contains the following columns:



Formula: The chemical formula of the compound.

material_id: The unique ID of the material in the Materials Project database.

Amorphization Enthalpy (eV): The amorphization enthalpy of the compound, evaluated using a Graph Neural Network (GNN) model.
DOI: 10.5281/zenodo.14934724
title: Dataset: Machine Learning–Accelerated Prediction of Amorphization Enthalpy in Ionic Compounds

description: Description

This dataset contains amorphization enthalpy data for a variety of ionic compounds, evaluated using both Density Functional Theory (DFT) and a Graph Neural Network (GNN) model. The data is presented in two CSV files, each with key information about the chemical formulas, material IDs, and corresponding amorphization enthalpies.

Files

1. dft_enthalpy_data.csv

This file contains the following columns:



Formula: The chemical formula of the compound.

material_id: The unique ID of the material in the Materials Project database.

Amorphization Enthalpy (eV): The amorphization enthalpy of the compound, evaluated using Density Functional Theory (DFT).


2. GNN_enthalpy_data.csv

This file contains the following columns:



Formula: The chemical formula of the compound.

material_id: The unique ID of the material in the Materials Project database.

Amorphization Enthalpy (eV): The amorphization enthalpy of the compound, evaluated using a Graph Neural Network (GNN) model.
DOI: 10.15468/dl.znj56p
title: Occurrence Download

description: A dataset containing 232 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chirixalus doriae Boulenger, 1893"
 ]
}

 The dataset includes 232 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000897-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/bbphhvk6pr.1
title: Synthetic Data Revolutionizes Rare Disease Research: How Large Language Models and Generative AI are Overcoming Data Scarcity and Privacy Challenges

description: This is the draft version which has all the research specific information
DOI: 10.17632/2d92dgj394.1
title: GLP-1RA hair loss in type 2 diabetes patients supplementary

description: Supplementary table: Demographics of cohorts exposed to different GLP-1RAs and controls exposed to metformin
DOI: 10.17632/2d92dgj394.2
title: GLP-1RA hair loss in type 2 diabetes patients supplementary

description: Supplementary table: Demographics of cohorts exposed to different GLP-1RAs and controls exposed to metformin
DOI: 10.17632/2d92dgj394.3
title: GLP-1RA hair loss in type 2 diabetes patients supplementary

description: Demographics of cohorts exposed to different GLP-1RAs and controls exposed to metformin and AGA prevalence after drug exposure
DOI: 10.17632/kvt23pmynt.1
title: enseñanza de reparación de reparación de resinas en RD

description: Este conjunto de datos presenta información sobre la enseñanza de la reparación de resinas compuestas en las escuelas de odontología en la República Dominicana. Se incluyen respuestas de docentes responsables de los programas de operatoria dental y odontología restauradora en 12 universidades (una pública y once privadas). Los datos fueron recopilados mediante un cuestionario estructurado que evaluó la inclusión del tema en el currículo, los métodos de enseñanza empleados y las percepciones sobre la importancia de esta técnica en la formación de los futuros odontólogos.
Los datos han sido analizados utilizando estadísticas descriptivas y se presentan en formatos adecuados para su exploración y uso en estudios comparativos o revisiones sobre educación odontológica.
DOI: 10.15468/dl.eb2mjr
title: Occurrence Download

description: A dataset containing 249287 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Drosera rotundifolia L."
 ]
}

 The dataset includes 249287 records from 1281 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000904-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/vfsj3zhsgf.1
title: Design and implementation of a module for teaching and research on SCRs for power electronics

description: The conversion of energy is a fundamental aspect for the adequate use of energy resources; thus, counting on appropriate devices and methodologies in education and research is essential. This document presents an experimental module for teaching and research on silicon controlled rectifiers (SCRs) in power systems, where different experiments designed to cover a diverse range of complexities are also proposed. In low complexity, the experiments focus on implementing phase control rectifiers and three-phase AC-AC voltage controllers, with particular attention to passive loads. On the other hand, in the field of high complexity, the experiments delve into the application of full-wave phase control three-phase rectifiers in direct current transmission systems, as well as the use of AC-AC voltage controllers in static reactive power compensators. The results show that the desired behavior is achieved according to the theory for the different experiments proposed.

The Gerber files corresponding to the PCBs, the schematic diagrams of the HBSGD and ZCDLD circuits are available to facilitate the implementation of the experimental SCRs module. Additionally, the source codes related to the LAUNCHXL-F28069M development board are provided.
DOI: 10.17632/vfsj3zhsgf.2
title: Design and implementation of a module for teaching and research on SCRs for power electronics

description: The conversion of energy is a fundamental aspect for the adequate use of energy resources; thus, counting on appropriate devices and methodologies in education and research is essential. This document presents an experimental module for teaching and research on silicon controlled rectifiers (SCRs) in power systems, where different experiments designed to cover a diverse range of complexities are also proposed. In low complexity, the experiments focus on implementing phase control rectifiers and three-phase AC-AC voltage controllers, with particular attention to passive loads. On the other hand, in the field of high complexity, the experiments delve into the application of full-wave phase control three-phase rectifiers in direct current transmission systems, as well as the use of AC-AC voltage controllers in static reactive power compensators. The results show that the desired behavior is achieved according to the theory for the different experiments proposed.

The Gerber files corresponding to the PCBs, the projects in Altium, and the schematic diagrams of the HBSGD and ZCDLD circuits are available to facilitate the implementation of the experimental SCRs module. Additionally, the source codes related to the LAUNCHXL-F28069M development board are provided.
DOI: 10.5281/zenodo.14946064
title: Ideological Insistence: A Quantitative Study of DEI Statements in American University Job Listings
DOI: 10.5281/zenodo.14946065
title: Ideological Insistence: A Quantitative Study of DEI Statements in American University Job Listings
DOI: 10.17632/m6j79zjyd7.1
title: soil moisture dataset

description: A decomposed one-hour resolution dataset from 2017 to 2018. An Arduino-based DAQ system was used to collect, store, and transmit sensor data, which includes date/time, atmospheric temperature, soil temperature, humidity, soil moisture, dew point, and rainfall (extracted from CHIRPS and harmonized to the other observations).
DOI: 10.5255/ukda-sn-857704
title: Living with a Multimorbidity. A Qualitative Study on the Personal Perspectives of Patients with Type 2 Diabetes and Cardiovascular Disease, 2023-2024

description: Type 2 diabetes and cardiovascular disease frequently co-exist as multimorbid conditions, posing challenges to patients’ self-management and quality of life. However, studies aimed at understanding the complexity of living with these two conditions is scarce. Thus, this study addresses this knowledge gap by qualitatively exploring the perceptions of this patient group. Twenty-seven participants with T2D and atherosclerotic CVDs were interviewed individually and analysed using Reflexive Thematic Analysis. Three core themes and seven sub themes were generated during analysis: first, patient perception of conditions, second, lack of integrated care and third, psychological impacts of living with multimorbidity. Participants highlighted a lack of understanding relating to the bidirectional relationship between the conditions and believed CVD to be more threatening primarily due to visibility of symptoms. Participants also shared that they faced varying level of emotional distress related to their T2D and CVD, with socioeconomic factors impacting their ability to manage their multimorbidity. This challenge was further exacerbated by what they perceived as poorly integrated care from healthcare professionals. This study highlights the importance of exploring patient perspectives to inform more of a cohesive care model that moves away from singular disease-based management for those living with T2D and CVD as a multimorbidity.
DOI: 10.17632/j32kv6s837.1
title: Eco-driving - Framing experiment - Montreal - Canada

description: This study aims to compare the potential of economic, environmental, and road safety frames in enhancing intention to adopt four eco-driving behaviors: avoiding hard braking and acceleration, removing bulky external objects, avoiding very high speeds, and choosing the shortest route. We conducted an experimental survey with 620 drivers from Montreal, Canada. They were equally divided into four groups and asked to indicate their intention to adopt the targeted eco-driving behaviors. Before rating their intention, the three experimental groups were presented with eco-driving advice framed in terms of environmental, economic, or road safety benefits, while the control group received no advice. Compared to the control condition, the road safety frame was the only one to generate significantly stronger intentions to adopt eco-driving, after adjusting for current eco-driving behavior. This effect was consistent across the four behaviors tested.
DOI: 10.17632/25tcyrvrh8.1
title: ReplicationJIE_INEC-D-24-00345R1

description: Replication folder for paper "Global Banking and Macroeconomic Stability. Liquidity, Control and Monitoring", Journal of International Economics
DOI: 10.17632/25tcyrvrh8.2
title: ReplicationJIE_INEC-D-24-00345R1

description: Replication folder for paper "Global Banking and Macroeconomic Stability. Liquidity, Control and Monitoring", Journal of International Economics
DOI: 10.17632/pjdfjhjjpm.1
title: COSMIN Supplementary Data

description: Supplementary Data used
DOI: 10.17632/rsknb2b8z6.1
title: Data for Analysis of rice (oryza sativa l.) bioeconomy: a DEA approach to economy efficiency

description: This dataset comprises efficiency assessment data from 610 rice (Oryza sativa L.) production units in Ecuador during the 2019 agricultural cycle. The data was collected through a nationally representative survey and includes key production and economic variables such as total income, total costs, land area, irrigation, seed use, input prices, farmer age, education level, and farming experience.

The study employs Data Envelopment Analysis (DEA) models under both Variable Returns to Scale (VRS) and Constant Returns to Scale (CRS) frameworks in an input-oriented approach. The Bootstrap method was applied to estimate confidence intervals, providing robust efficiency scores. Efficiency measurements include Technical Efficiency (TE), Allocative Efficiency (AE), and Cost Efficiency (CE), with scores ranging from 0.218 to 1.185.

The dataset offers valuable insights into the efficiency levels of Ecuadorian rice producers and serves as a foundation for further research on agricultural optimization, bioeconomic performance, and policy recommendations.
DOI: 10.17632/687g6r8ct3.1
title: Ruminal microbiome-host metabolome crosstalk the unsaturated fatty acid synthesis in buffalo milk

description: Supplementary material for the academic paper "Ruminal microbiome-host metabolome crosstalk the unsaturated fatty acid synthesis in buffalo milk" published in the Journal of Dairy Science
DOI: 10.17632/687g6r8ct3.2
title: Ruminal microbiome-host metabolome crosstalk the unsaturated fatty acid synthesis in buffalo milk

description: Supplementary material for the academic paper "Ruminal microbiome-host metabolome crosstalk the unsaturated fatty acid synthesis in buffalo milk" published in the Journal of Dairy Science
DOI: 10.17632/j7j74knk4b.1
title: Data for: Element Redistribution and Age Resetting in Shock-Deformed Zircon from the Chicxulub Impact Structure.

description: Supplementary materials and Mathematical code for diffusion model in the manuscript by Jiawei Zhao to be published by Geochimica et Cosmochimica Acta as "Element Redistribution and Age Resetting in Shock-Deformed Zircon from the Chicxulub Impact Structure".
DOI: 10.17632/bdpyp4chh8.1
title: Admitting diagnoses for multiple-consult patients

description: Primary admission diagnoses for patients with multiple inpatient dermatology consultations in one year.
DOI: 10.17632/ds8xj5579n
title: Data for Radium and radon isotopes reveal multi-scale porewater and groundwater nutrient sources in a macrotidal embayment

description: Data for Radium and radon isotopes reveal multi-scale porewater and groundwater nutrient sources in a macrotidal embayment.
DOI: 10.17632/ds8xj5579n.1
title: Data for Radium and radon isotopes reveal multi-scale porewater and groundwater nutrient sources in a macrotidal embayment

description: Data for Radium and radon isotopes reveal multi-scale porewater and groundwater nutrient sources in a macrotidal embayment.
DOI: 10.5281/zenodo.14946479
title: Theoretical model output for different power spectral index. The data indicate amplitude scintillations on radio signals due to Martian irregularities.

description: Presence of electron density irregularities in the Earth ionosphere is known to us. When radio waves pass through such a irregular medium, phase fluctuations are imposed on them due to spatially  varying refractive index. These phase fluctuations produce amplitude scintillations through phase mixing during their propagation. The severity of the degradation caused to incoming radio signal is given in terms of S4-index, which is a measure of strength of scintillation. The spatial scale of these irregularities play key role in deciding the strength of the scintillation. In case of Mars, the presence of ionospheric irregularities is confirmed by various observations. The role of different ionospheric ambient parameters in controlling the level of amplitude scintillation is assessed. Understanding the Martian ionosphere and its effects on the radio propagation is crucial for future Mars missions. The output of theoretical model is provided here for 50-400 MHz radio signals.
DOI: 10.5281/zenodo.14946480
title: Theoretical model output for different power spectral index. The data indicate amplitude scintillations on radio signals due to Martian irregularities.

description: Presence of electron density irregularities in the Earth ionosphere is known to us. When radio waves pass through such a irregular medium, phase fluctuations are imposed on them due to spatially  varying refractive index. These phase fluctuations produce amplitude scintillations through phase mixing during their propagation. The severity of the degradation caused to incoming radio signal is given in terms of S4-index, which is a measure of strength of scintillation. The spatial scale of these irregularities play key role in deciding the strength of the scintillation. In case of Mars, the presence of ionospheric irregularities is confirmed by various observations. The role of different ionospheric ambient parameters in controlling the level of amplitude scintillation is assessed. Understanding the Martian ionosphere and its effects on the radio propagation is crucial for future Mars missions. The output of theoretical model is provided here for 50-400 MHz radio signals.
DOI: 10.5281/zenodo.14945164
title: Proton2Carbon dataset: pairs of proton and carbon ion pencil beams images obtained using a scintillation detector

description: The Proton2Carbon dataset contains 547,224 pairs of proton and carbon ion pencil beams images obtained using a scintillation detector. Each image represents a pulled back pencil beam that crossed an object located between the source and the detector at a given location in the imaging field of view. All details related to image acquisition can be found at https://doi.org/10.1002/mp.17645.

Each of the 547,224 images is a (W, H) = (608, 96) pixels .png image containing a (pulled back) pencil beam, with various levels of range mixing. The camera pixel size is approximately 0.41 mm; each image covers a physical field of view of approximately 250x40 mm2. While the scintillator acquires raw images of size (608, 488), each image was cropped to a 4 cm region around the centre of the pencil beam in the height dimension to reduce the size of the images and network.

For users interested in image reconstruction, we provide the coordinate of the crop for each image in the cropped_coordinates.csv file such that the full (608, 488) images can be recreated. To recreate the full image, assuming that cropped_image is the (608, 96) image, one can do

full_image = np.zeros((608, 488))

full_image[yi:yf, xi:xf] = cropped_image

Where xi, xf, yi, yf are tabulated in the .csv file.

The dataset contains 12 zipped folders, one for each of the 12 scans introduced in section 1. The data structure is:

./<scan_number>/<ion_species>/<camera_view>_image_#.png

Where <scan_number>  {scan_1, …, scan_12} and correspond to the 12 geometries introduced in section 1, <ion_species>  {protons, carbon}, <camera_view>  {lateral, top}, and # represents the number of the image, ranging from 1 to 22,801 for each combination of scan, ion species and camera view. The matching proton and carbon ion images will have the same filename except the <ion_species>.