cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.57760/sciencedb.09475
title: Power in bucket enhancement in tiled-aperture coherent beam combining through inducing spatial chirp
title: Power in bucket enhancement in tiled-aperture coherent beam combining through inducing spatial chirp

description: Spatial gaps between sub-beams in achieving high-peak-power lasers with tiled-aperture based coherent beam combining (Ta-CBC) give rise to relatively strong sidelobes and impair the power in bucket (PIB) at far-field. To address the aforementioned issue, spatial chirp is employed in this paper to fill the gaps and further enhance PIB. With two sub-beams, both simulations and experiments indicate that PIB can be enhanced by about 1.8 times with spatial chirp when the gap-beam width ratio is 0.2. Furthermore, a PIB enhancement ratio of 1.8 is achieved when four sub-beams with a gap-beam width ratio of 0.05 in the simulation. In short, the spatial-chirp-assisted Ta-CBC method holds the potential in enhancing focal laser intensity during achieving tens to hundreds of petawatt (PW) lasers.
description: Spatial gaps between sub-beams in achieving high-peak-power lasers with tiled-aperture based coherent beam combining (Ta-CBC) give rise to relatively strong sidelobes and impair the power in bucket (PIB) at far-field. To address the aforementioned issue, spatial chirp is employed in this paper to fill the gaps and further enhance PIB. With two sub-beams, both simulations and experiments indicate that PIB can be enhanced by about 1.8 times with spatial chirp when the gap-beam width ratio is 0.2. Furthermore, a PIB enhancement ratio of 1.8 is achieved when four sub-beams with a gap-beam width ratio of 0.05 in the simulation. In short, the spatial-chirp-assisted Ta-CBC method holds the potential in enhancing focal laser intensity during achieving tens to hundreds of petawatt (PW) lasers.
DOI: 10.57760/sciencedb.09478
title: DATA Walnut fruit
title: DATA Walnut fruit

description: fruit weightkernel %Cernaux weight
description: fruit weightkernel %Cernaux weight
DOI: 10.57760/sciencedb.j00133.00305
title: PKULawdata lagel text dataset
title: PKULawdata法律文本数据集

description: PKULawData comes from the Peking University Magic Treasure Database and obtains long texts in the legal field of six topics through manual and programmatic means
description: PKULawData comes from the Peking University Magic Treasure Database and obtains long texts in the legal field of six topics through manual and programmatic means
DOI: 10.57760/sciencedb.09484
title: article_data
title: 文章数据

description: Article charts and graphs relate to experimental records and references
description: Article charts and graphs relate to experimental records and references
DOI: 10.57760/sciencedb.09481
title: JSCLawdata legel text dataset
title: JSCLawdata法律文本数据集

description: JSCLawData comes from legal text data within a company in Jiangsu, containing legal field texts on 17 topics
description: JSCLawData comes from legal text data within a company in Jiangsu, containing legal field texts on 17 topics
DOI: 10.57760/sciencedb.09486
title: supplementary tables for 'The dynamic landscape of competing endogenous RNA (ceRNA) network in Early-Onset Preeclampsia under hypoxia condition '
title: supplementary tables for 'The dynamic landscape of competing endogenous RNA (ceRNA) network in Early-Onset Preeclampsia under hypoxia condition '

description: supplementary tables for 'The dynamic landscape of competing endogenous RNA (ceRNA) network in Early-Onset Preeclampsia under hypoxia condition '
description: supplementary tables for 'The dynamic landscape of competing endogenous RNA (ceRNA) network in Early-Onset Preeclampsia under hypoxia condition '
DOI: 10.57760/sciencedb.j00113.00114
title: The data of the article "Electron capture and excitation in intermediate-energy He2+-H(1s, 2s) collisions"
title: The data of the article "Electron capture and excitation in intermediate-energy He2+-H(1s, 2s) collisions"

description: The data related to the article "Electron capture and excitation in intermediate-energy He2+-H(1s, 2s) collisions" was published in the journal of Chinese Physics B. It contains Excel files, which are described below:The semiclassical non-perturbative atomic orbital close-coupling approach has been employed to study the electron capture and excitation processes in He2+-H(1s) and He2+-H(2s) collision systems. In order to ensure the accuracy of our calculated cross sections, a large number of high excited states and pseudostates are included in the expansion basis sets which centered on target and projectile, respectively. The total and partial charge transfer and excitation cross sections are obtained for a wide-energy domain ranging from 1 to 200 keV/amu.
description: The data related to the article "Electron capture and excitation in intermediate-energy He2+-H(1s, 2s) collisions" was published in the journal of Chinese Physics B. It contains Excel files, which are described below:The semiclassical non-perturbative atomic orbital close-coupling approach has been employed to study the electron capture and excitation processes in He2+-H(1s) and He2+-H(2s) collision systems. In order to ensure the accuracy of our calculated cross sections, a large number of high excited states and pseudostates are included in the expansion basis sets which centered on target and projectile, respectively. The total and partial charge transfer and excitation cross sections are obtained for a wide-energy domain ranging from 1 to 200 keV/amu.
DOI: 10.57760/sciencedb.09488
title: Spectroscopy results of Mixed Halide Perovskites
title: Spectroscopy results of Mixed Halide Perovskites

description: This data includes the raw and machine-readable spectra of the mixed halide perovskites single crystals obtained via several spectroscopy techniques. The spectroscopy techniques uploaded here are Raman spectroscopy and Brillouin spectroscopy. Raman measurements were taken on a standard Raman spectrometer (LabRam HR800, Horiba Co., Japan). Brillouin spectra were obtained using a standard tandem multi-pass Fabry–Perot interferometer (TFP-2, JRS Co., Zurich, Switzerland). 532 nm wavelength laser was used to probe the samples. The spectra are taken at various temperatures. The temperatures are mentioned in the file title. Moreover, temperature-dependent powder XRD patterns are also uploaded which were measured using a high-resolution XRD spectrometer (PANalytical; X’pert PRO MPD) at the Cu K-radiation (λ =1.5406 Å). 
description: This data includes the raw and machine-readable spectra of the mixed halide perovskites single crystals obtained via several spectroscopy techniques. The spectroscopy techniques uploaded here are Raman spectroscopy and Brillouin spectroscopy. Raman measurements were taken on a standard Raman spectrometer (LabRam HR800, Horiba Co., Japan). Brillouin spectra were obtained using a standard tandem multi-pass Fabry–Perot interferometer (TFP-2, JRS Co., Zurich, Switzerland). 532 nm wavelength laser was used to probe the samples. The spectra are taken at various temperatures. The temperatures are mentioned in the file title. Moreover, temperature-dependent powder XRD patterns are also uploaded which were measured using a high-resolution XRD spectrometer (PANalytical; X’pert PRO MPD) at the Cu K-radiation (λ =1.5406 Å).
DOI: 10.57760/sciencedb.09489
title: Challenges Experienced by Nursing Students in the Clinical Learning Environment: A Cross-sectional Study in Hospitals within Koforidua, Eastern Region of Ghana
title: Challenges Experienced by Nursing Students in the Clinical Learning Environment: A Cross-sectional Study in Hospitals within Koforidua, Eastern Region of Ghana

description: The data is about "Challenges Experienced by Nursing Students in the Clinical Learning Environment: A Cross-sectional Study in Hospitals within Koforidua, Eastern Region of Ghana." Primary data was collected from student nurses who attended clinical practicum in two major hospitals within the Eastern Region of Ghana. The tool for the data was the Clinical Learning Environment Inventory (CLEI) which EXCLUDED the "individualized subclass." Thus, the data provides insight into responses to demographic features and five subclasses of the CLEI; personalization, student involvement, satisfaction, task orientation, and teaching innovation. Each of these subclasses consisted of seven items.
description: The data is about "Challenges Experienced by Nursing Students in the Clinical Learning Environment: A Cross-sectional Study in Hospitals within Koforidua, Eastern Region of Ghana." Primary data was collected from student nurses who attended clinical practicum in two major hospitals within the Eastern Region of Ghana. The tool for the data was the Clinical Learning Environment Inventory (CLEI) which EXCLUDED the "individualized subclass." Thus, the data provides insight into responses to demographic features and five subclasses of the CLEI; personalization, student involvement, satisfaction, task orientation, and teaching innovation. Each of these subclasses consisted of seven items.
DOI: 10.57760/sciencedb.09497
title: Raw data about drying kinetics of Rue leaves
title: Raw data about drying kinetics of Rue leaves

description: Information that was used as base to select models of drying kinetics Rue leaves and quality avaliation after drying.
description: Information that was used as base to select models of drying kinetics Rue leaves and quality avaliation after drying.
DOI: 10.57760/sciencedb.09515
title: Dietary pattern of undergraduate students
title: Dietary pattern of undergraduate students

description: Socioeconomic data, prevalence of vegetarians and knowledge about sustainable diet of undergraduate students at the largest public university in Brazil.
description: Socioeconomic data, prevalence of vegetarians and knowledge about sustainable diet of undergraduate students at the largest public university in Brazil.
DOI: 10.57760/sciencedb.09529
title: Restoration of Weak image signals
title: Restoration of Weak image signals

description: hazy images sand-dust images and lowlight images
description: hazy images sand-dust images and lowlight images
DOI: 10.57760/sciencedb.09533
title: Penicillin fermentation process simulation data set
title: Penicillin fermentation process simulation data set

description: The penicillin fermentation process data set is derived from pensim2.0, a simulation platform for penicillin fermentation. The data set contains 14 groups of key variables, of which 10 groups are input variables and 4 groups are output variables.
description: The penicillin fermentation process data set is derived from pensim2.0, a simulation platform for penicillin fermentation. The data set contains 14 groups of key variables, of which 10 groups are input variables and 4 groups are output variables.
DOI: 10.57760/sciencedb.09536
title: A dataset of moisture-enabled electric generator.
title: A dataset of moisture-enabled electric generator.

description: The dataset contains all image source data presented in the manuscript in CSV format, with a file size of 12.2MB. The data can be viewed using Excel software, and was generated using related data testing equipment such as Keithley and Fluke.
description: The dataset contains all image source data presented in the manuscript in CSV format, with a file size of 12.2MB. The data can be viewed using Excel software, and was generated using related data testing equipment such as Keithley and Fluke.
DOI: 10.57760/sciencedb.09543
title: Dataset for Glatiramer acetate-CpG oligodeoxynucleotides nanoparticles
title: Dataset for Glatiramer acetate-CpG oligodeoxynucleotides nanoparticles

description: This dataset includes all raw data and acquired microscopy images for Glatiramer acetate-CpG oligodeoxynucleotides nanoparticles.
description: This dataset includes all raw data and acquired microscopy images for Glatiramer acetate-CpG oligodeoxynucleotides nanoparticles.
DOI: 10.57760/sciencedb.j00139.00064
title: Transcriptome sequencing of hippocampal tissue of APP/PS1 mice treated with rotating magnetic field for 12 months
title: 旋转磁场处理APP/PS1小鼠12个月后海马组织转录组测序

description: APP/PS1 mice were divided into a sham magnetic exposure group and a rotating magnetic field group, and wild-type C57BL/6J mice of the same age were used as the control group. APP/PS1 mice were treated with a rotating magnetic field and sham magnetic exposure for 3 h to 6 h, 5 working days per week starting from 2 months of age (3 h/working days from 2 months to 11 months of age, 6 h/working days from 11 months to 14 months of age). After 12 months, total RNA was extracted from the hippocampal tissue of APP/PS1 mice, and transcriptome analysis was performed.
description: APP/PS1 mice were divided into a sham magnetic exposure group and a rotating magnetic field group, and wild-type C57BL/6J mice of the same age were used as the control group. APP/PS1 mice were treated with a rotating magnetic field and sham magnetic exposure for 3 h to 6 h, 5 working days per week starting from 2 months of age (3 h/working days from 2 months to 11 months of age, 6 h/working days from 11 months to 14 months of age). After 12 months, total RNA was extracted from the hippocampal tissue of APP/PS1 mice, and transcriptome analysis was performed.
DOI: 10.57760/sciencedb.07276
title: Data used in article named Evolutionary behavior of thermal and optical properties of fluoride fiber glass with Er3+ doping
title: Evolutionary behavior of thermal and optical properties of fluoride fiber glass with Er3+ doping 文章所使用的数据

description: 发表文章Evolutionary behavior of thermal and optical properties of fluoride fiber glass with Er3+ doping所使用的数据合集，包括文中提及的全部测试数据和绘图数据。
description: 发表文章Evolutionary behavior of thermal and optical properties of fluoride fiber glass with Er3+ doping所使用的数据合集，包括文中提及的全部测试数据和绘图数据。
DOI: 10.57760/sciencedb.07279
title: Survey Data on the Digital Teaching Competence of Higher Vocational Colleges in Jiangsu Province
title: 江苏省高等职业院校数字教学能力调查问卷数据

description: During the course of “Jiangsu Province Higher Vocational College Teacher Training Program” initiative, we distributed a survey questionnaire and collected data from 60 completed responses across 32 vocational colleges. The factors in this questionnaire were derived from the "Teacher Digital Literacy" and the "Digital Campus Standard for Vocational Colleges" standards issued by the Ministry of Education of China. The survey is divided into three categories. The first category Personal Background Information aimed to collect personal background information, including the geographic distribution of employed colleges, years of teaching, types of courses they teach, and major types of teaching courses. Questions in this category analyzed the relationship between teachers’ backgrounds and TDC. The second category Current State of TDC focused on the current state of teachers’ TDC, such as their preferred teaching tools, experiences in TDC training, and self-assessed TDC proficiency. The third category Desired Improvement in TDC aimed to identify vocational teachers’ desired improvements in TDC, specifically with the tools expected for teaching. 
description: During the course of “Jiangsu Province Higher Vocational College Teacher Training Program” initiative, we distributed a survey questionnaire and collected data from 60 completed responses across 32 vocational colleges. The factors in this questionnaire were derived from the "Teacher Digital Literacy" and the "Digital Campus Standard for Vocational Colleges" standards issued by the Ministry of Education of China. The survey is divided into three categories. The first category Personal Background Information aimed to collect personal background information, including the geographic distribution of employed colleges, years of teaching, types of courses they teach, and major types of teaching courses. Questions in this category analyzed the relationship between teachers’ backgrounds and TDC. The second category Current State of TDC focused on the current state of teachers’ TDC, such as their preferred teaching tools, experiences in TDC training, and self-assessed TDC proficiency. The third category Desired Improvement in TDC aimed to identify vocational teachers’ desired improvements in TDC, specifically with the tools expected for teaching.
DOI: 10.57760/sciencedb.07322
title: A dataset of 41 Avian influenza H5 subtype viruses isolated from avian species, China 2021–2022.
title: A dataset of 41 Avian influenza H5 subtype viruses isolated from avian species, China 2021–2022.

description: In our current study, we isolated a total of 41 strains of H5 AIVs, including 13 strains of H5N1, 19 strains of H5N6 and 9 strains of H5N8, all belonging to clade 2.3.4.4b. 
description: In our current study, we isolated a total of 41 strains of H5 AIVs, including 13 strains of H5N1, 19 strains of H5N6 and 9 strains of H5N8, all belonging to clade 2.3.4.4b.
DOI: 10.15468/dl.yhun22
title: Occurrence Download

description: A dataset containing 1369290 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-92.35472 46.59186,-91.9584 46.59186,-91.9584 46.86904,-92.35472 46.86904,-92.35472 46.59186))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1369290 records from 207 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000983-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.07393
title: Raw data for Designing a Multi-epitope Subunit Vaccine against Orf Virus Using Molecular Docking and Molecular Dynamics
title: Raw data for Designing a Multi-epitope Subunit Vaccine against Orf Virus Using Molecular Docking and Molecular Dynamics

description: Raw data for Designing a Multi-epitope Subunit Vaccine against Orf Virus Using Molecular Docking and Molecular Dynamics
description: Raw data for Designing a Multi-epitope Subunit Vaccine against Orf Virus Using Molecular Docking and Molecular Dynamics
DOI: 10.57760/sciencedb.07401
title: Theory' Source code of "Constrained Heat Kernel Graph Diffusion Convolution: A High-Dimensional Statistical Approximation via Information Theory"
title: Theory' Source code of "Constrained Heat Kernel Graph Diffusion Convolution: A High-Dimensional Statistical Approximation via Information Theory"

description: Graph neural networks have been widely applied in various domains, handling numerous entities with high-dimensional features. Their success largely stems from the powerful information prop-agation process. Among these networks, diffusion-based approaches, such as generalized graph diffusion convolution, have extended conventional immediate neighborhood aggregation function to a diffusion process based on Newton’s law of cooling. Despite substantial improvements in model performance, the diffusion time is obtained by either grid search or complex bi-level optimization on train sets and validation sets. Furthermore, these methods do not provide explicit explanations for the obtained diffusion time from the specific graph data. To address these issues, we propose the Constrained Heat Kernel Graph Diffusion to estimate the appropriate diffusion time based on information theory and moments. By conceptualizing the graph as a communication network, we approximate the diffusion process as the transmission and reception of graph signal over noisy channels bounded by the channel capacity. Our method demonstrates consistent performance improvements in downstream graph-mining tasks across six public datasets, offering a principled framework and faster approximation method for the diffusion time. The results from the ablation study further validate the effectiveness of the proposed method.
description: Graph neural networks have been widely applied in various domains, handling numerous entities with high-dimensional features. Their success largely stems from the powerful information prop-agation process. Among these networks, diffusion-based approaches, such as generalized graph diffusion convolution, have extended conventional immediate neighborhood aggregation function to a diffusion process based on Newton’s law of cooling. Despite substantial improvements in model performance, the diffusion time is obtained by either grid search or complex bi-level optimization on train sets and validation sets. Furthermore, these methods do not provide explicit explanations for the obtained diffusion time from the specific graph data. To address these issues, we propose the Constrained Heat Kernel Graph Diffusion to estimate the appropriate diffusion time based on information theory and moments. By conceptualizing the graph as a communication network, we approximate the diffusion process as the transmission and reception of graph signal over noisy channels bounded by the channel capacity. Our method demonstrates consistent performance improvements in downstream graph-mining tasks across six public datasets, offering a principled framework and faster approximation method for the diffusion time. The results from the ablation study further validate the effectiveness of the proposed method.
DOI: 10.57760/sciencedb.07402
title: X-ray Crystallography
title: X-ray Crystallography

description: Crystalline structure of Silver
description: Crystalline structure of Silver
DOI: 10.57760/sciencedb.07408
title: The Comparison between the Experimental Group and Control Group
title: The Comparison between the Experimental Group and Control Group

description: The listening experiment scores from both the experimental and control groups were analyzed using independent samples t-tests in SPSS 27.0 statistical software. This statistical test is appropriate for comparing the means (average scores) of two independent groups.These findings suggest that the UIC program, particularly elements like industry-specific lectures and real-world practice through internships, may have been particularly beneficial for students in these disciplines.Overall, this study suggests that UIC is a valuable approach to enhance the effectiveness of university English listening instruction. By incorporating industry resources, fostering collaboration, and promoting student engagement, UIC equips students with the essential listening skills needed to thrive in today's globalized world.
description: The listening experiment scores from both the experimental and control groups were analyzed using independent samples t-tests in SPSS 27.0 statistical software. This statistical test is appropriate for comparing the means (average scores) of two independent groups.These findings suggest that the UIC program, particularly elements like industry-specific lectures and real-world practice through internships, may have been particularly beneficial for students in these disciplines.Overall, this study suggests that UIC is a valuable approach to enhance the effectiveness of university English listening instruction. By incorporating industry resources, fostering collaboration, and promoting student engagement, UIC equips students with the essential listening skills needed to thrive in today's globalized world.
DOI: 10.57760/sciencedb.07508
title: Data bank-Bothops
title: Data bank-Bothops

description: This is an observational, prospective study, consisting of hospitalized patients with confirmed snakebite due to Bothrops erythromelas admitted to a referral hospital for victims of toxicological snakebites in the state of Ceará, Brazil.
description: This is an observational, prospective study, consisting of hospitalized patients with confirmed snakebite due to Bothrops erythromelas admitted to a referral hospital for victims of toxicological snakebites in the state of Ceará, Brazil.
DOI: 10.57760/sciencedb.07523
title: Raw data for QSAR 2D and 3D
title: Raw data for QSAR 2D and 3D

description: 2D and 3D QSAR RLM models generated by QSARrins
description: 2D and 3D QSAR RLM models generated by QSARrins