cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.57760/sciencedb.j00186.00007
title: Datasets of the Ladder Gradient and Pulse-coupled Neural Network methods for neutron and gamma-ray pulse shape discrimination
title: Datasets of the Ladder Gradient and Pulse-coupled Neural Network methods for neutron and gamma-ray pulse shape discrimination

description: This dataset includes neutron and gamma-ray radiation pulse signals and the source code of serval discrimination algorithms, including Ladder Gradient, Pulse-coupled Neural Network, Charge Comparison, and Zero-crossing methods.
description: This dataset includes neutron and gamma-ray radiation pulse signals and the source code of serval discrimination algorithms, including Ladder Gradient, Pulse-coupled Neural Network, Charge Comparison, and Zero-crossing methods.
DOI: 10.57760/sciencedb.j00133.00225
title: Chinese ceramic image clique identification data set
title: 中国陶瓷图像派系识别数据集

description: The image data set of various factions of Chinese ceramics, which is crawled and preprocessed from Baidu pictures, contains a total of 18,295 pictures and labels, including blue and white porcelain, pastel porcelain, Linglong porcelain, color glaze porcelain (four famous porcelain), other porcelain, purple pottery, purple clay pottery, laurel pottery, Anpottery (four famous pottery), other pottery, a total of 10 categories.The data set includes two parts: training set and test set. 10 pictures of class objects are stored in folders with corresponding numbers (0-9). Among them, the training set is divided into 10 chunks according to 10-fold cross-validation.
description: The image data set of various factions of Chinese ceramics, which is crawled and preprocessed from Baidu pictures, contains a total of 18,295 pictures and labels, including blue and white porcelain, pastel porcelain, Linglong porcelain, color glaze porcelain (four famous porcelain), other porcelain, purple pottery, purple clay pottery, laurel pottery, Anpottery (four famous pottery), other pottery, a total of 10 categories.The data set includes two parts: training set and test set. 10 pictures of class objects are stored in folders with corresponding numbers (0-9). Among them, the training set is divided into 10 chunks according to 10-fold cross-validation.
DOI: 10.15468/dl.6vnnfa
title: Occurrence Download

description: A dataset containing 2766 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vulpes vulpes fulvus (Desmarest, 1820)"
 ]
}

 The dataset includes 2766 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000601-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.07271
title: Plasma Sterilization data
title: Plasma Sterilization data

description: This data is recorded at optimum conditions of discharge at reduced pressure using pulsed DC source. The Ocean spectrometer is used to record data coupled with capacitively coupled plasma chamber (CCP).
description: This data is recorded at optimum conditions of discharge at reduced pressure using pulsed DC source. The Ocean spectrometer is used to record data coupled with capacitively coupled plasma chamber (CCP).
DOI: 10.57760/sciencedb.07273
title: Efficient high-power orthogonal dual-slab Yb:KGd(WO4)2 laser oscillator with TEM00 mode
title: 高功率正交双Yb:KGW晶体振荡器

description: 我们演示了具有高平均功率的TEM00模式正交双板Yb：KG（WO4）2（Yb：KGW）激光振荡器。研究了热透镜的偏振各向异性，并基于正交双板缓解了像散。此外，通过调节两个晶体的净增益直接控制激光偏振。由于有效的热分布，与单晶相比，最大输出功率大大提高。对于 52.4 W 的吸收泵浦功率，该振荡器提供的平均功率为 26.5 W，对应于 50.6% 的光转换效率。同时，将输出激光器的椭圆度优化为0.940。测量的近衍射极限光束质量为M2 x = 1.19和M2 y=1.18。：
description: 我们演示了具有高平均功率的TEM00模式正交双板Yb：KG（WO4）2（Yb：KGW）激光振荡器。研究了热透镜的偏振各向异性，并基于正交双板缓解了像散。此外，通过调节两个晶体的净增益直接控制激光偏振。由于有效的热分布，与单晶相比，最大输出功率大大提高。对于 52.4 W 的吸收泵浦功率，该振荡器提供的平均功率为 26.5 W，对应于 50.6% 的光转换效率。同时，将输出激光器的椭圆度优化为0.940。测量的近衍射极限光束质量为M2 x = 1.19和M2 y=1.18。：
DOI: 10.5281/zenodo.15290860
title: ИСПОЛЬЗОВАНИЕ МЕТОДИКИ «TASK-BASED LEARNING» В ОБЩЕОБРАЗОВАТЕЛЬНОЙ СРЕДЕ.
DOI: 10.5281/zenodo.15290861
title: ИСПОЛЬЗОВАНИЕ МЕТОДИКИ «TASK-BASED LEARNING» В ОБЩЕОБРАЗОВАТЕЛЬНОЙ СРЕДЕ.
DOI: 10.57760/sciencedb.07272
title: Microstructure and properties of welded joints of oscillating laser filler wire welded Al-Si coated steel
title: 铝硅涂层钢摆动激光填丝焊接接头组织和性能

description: Al-Si coated press-hardened steel was welded using an oscillating laser wire filler and compared with conventional laser self-melt welding. The oscillating laser beam accelerates the flow of the melt pool and the introduction of the wire dilutes the Al content of the weld, both of which inhibit the formation of ferrite. Compared with conventional laser welding, oscillating laser fillet welding significantly improves the mechanical properties of the welded joint.
description: Al-Si coated press-hardened steel was welded using an oscillating laser wire filler and compared with conventional laser self-melt welding. The oscillating laser beam accelerates the flow of the melt pool and the introduction of the wire dilutes the Al content of the weld, both of which inhibit the formation of ferrite. Compared with conventional laser welding, oscillating laser fillet welding significantly improves the mechanical properties of the welded joint.
DOI: 10.57760/sciencedb.j00133.00226
title: Experimental Data for Community Detection on Node and Edge Importance Analysis
title: 融入节点和边缘重要性分析的社区发现实验数据

description: In order to verify the effectiveness and efficiency of the community detection algorithm on node and edge importance analysis, experiments are carried out on two types of datasets:(1) The synthetic network is generated by the LFR benchmark, and the submitted file contains the algorithm code, parameter meaning, and description information.(2) The real-world network is selected from the Stanford Network Analysis Project SNAP (http://snap.stanford.edu/data/index.html#socnets), and the submitted file contains the preprocessed network data and description information.
description: In order to verify the effectiveness and efficiency of the community detection algorithm on node and edge importance analysis, experiments are carried out on two types of datasets:(1) The synthetic network is generated by the LFR benchmark, and the submitted file contains the algorithm code, parameter meaning, and description information.(2) The real-world network is selected from the Stanford Network Analysis Project SNAP (http://snap.stanford.edu/data/index.html#socnets), and the submitted file contains the preprocessed network data and description information.
DOI: 10.57760/sciencedb.07274
title: Global river extent changes
title: Global river extent changes

description: A dataset for quantifying and interpreting multi-decadal river extent changes through a synergistic usage of multi-themed, satellite-based observations. 
description: A dataset for quantifying and interpreting multi-decadal river extent changes through a synergistic usage of multi-themed, satellite-based observations.
DOI: 10.57760/sciencedb.07275
title: Growth and spectroscopic properties of a novel Tm:CaGdAl3O7 crystal for ∼2 μm laser
title: 用于～2μm激光的新型Tm:CaGdAl3O7晶体的生长和光谱性能

description: The data of research paper entitled "Growth and spectroscopic properties of a novel Tm:CaGdAl3O7 crystal for ∼2 μm laser". Images containing data in slides can be opened and viewed in originlab
description: The data of research paper entitled "Growth and spectroscopic properties of a novel Tm:CaGdAl3O7 crystal for ∼2 μm laser". Images containing data in slides can be opened and viewed in originlab
DOI: 10.57760/sciencedb.07277
title: ICN multipath transmission test data
title: ICN多路径传输测试数据

description: test1: Data sets on the impact of path bandwidth ;test2: Data sets on the impact of data scheduling policies ;test3: Data sets on the influence of node selection algorithm ;test4: Compared with Single-TCP and ECMP datasets;
description: test1: Data sets on the impact of path bandwidth ;test2: Data sets on the impact of data scheduling policies ;test3: Data sets on the influence of node selection algorithm ;test4: Compared with Single-TCP and ECMP datasets;
DOI: 10.57760/sciencedb.07278
title: Coupled sedimentary and δ13C records of western Thailand and South China from Middle to Late Ordovician: Sea-level and climate changes prior to the Hirnantian glaciation
title: Coupled sedimentary and δ13C records of western Thailand and South China from Middle to Late Ordovician: Sea-level and climate changes prior to the Hirnantian glaciation

description: δ13C data from Middle to Upper Ordovician of South China and Thailand (Sibumasu).
description: δ13C data from Middle to Upper Ordovician of South China and Thailand (Sibumasu).
DOI: 10.15468/dl.w8njm8
title: Occurrence Download

description: A dataset containing 242 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Hong Kong, Chinese Taipei, Macao)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Taxillus chinensis (DC.) Danser"
 ]
}

 The dataset includes 242 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000605-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.07280
title: NUBASE2020 proton radioactivity data
title: NUBASE2020质子放射性数据

description: The data set is the related parameters of atomic proton radioactivity extracted from NUBASE2020. Where A and Z represent the mass number and proton number of the parent nucleus where protic activity occurs. The columns in the table also include nuclei where protic activity occurs, mass excess, excitation energy, half-life, half-life units, spin parity, branching ratio, and uncertainty.
description: The data set is the related parameters of atomic proton radioactivity extracted from NUBASE2020. Where A and Z represent the mass number and proton number of the parent nucleus where protic activity occurs. The columns in the table also include nuclei where protic activity occurs, mass excess, excitation energy, half-life, half-life units, spin parity, branching ratio, and uncertainty.
DOI: 10.57760/sciencedb.j00186.00012
title: Baseline Estimation Method
title: Baseline Estimation Method

description: Data and Program for Baseline Estimation Methodbaseline-estimate-main.zip file was imported from GitHub. This file is a repository for Baseline Estimation Method. All information, including Prerequisites, Usage, and Example, is shown in READ.md.Other .npy files are spectrum data from the Schottky resonator at CSRe. All these data files were analyzed using the spectrum analysis method from the GitHub repository (https://github.com/SchottkySpectroscopyIMP/data-analysis). All these data files are only used for displaying the results in the article on the Bayesian reweighted Penalized Least Squares (BrPLS) method development.psd.npy: a matrix (row: time, column: frequency) to record power spectral density during the experiment.frequency.npy : an array to record the frequency range.time.npy : an array to record the time range.
description: Data and Program for Baseline Estimation Methodbaseline-estimate-main.zip file was imported from GitHub. This file is a repository for Baseline Estimation Method. All information, including Prerequisites, Usage, and Example, is shown in READ.md.Other .npy files are spectrum data from the Schottky resonator at CSRe. All these data files were analyzed using the spectrum analysis method from the GitHub repository (https://github.com/SchottkySpectroscopyIMP/data-analysis). All these data files are only used for displaying the results in the article on the Bayesian reweighted Penalized Least Squares (BrPLS) method development.psd.npy: a matrix (row: time, column: frequency) to record power spectral density during the experiment.frequency.npy : an array to record the frequency range.time.npy : an array to record the time range.
DOI: 10.57760/sciencedb.o00005.00027
title: Data from: Capillary impact on tidal response of groundwater in unconfined aquifers with finite thickness, anisotropy, and wellbore storage - an analytical model
title: Data from: Capillary impact on tidal response of groundwater in unconfined aquifers with finite thickness, anisotropy, and wellbore storage - an analytical model

description: The time series of the tidal response of the observed groundwater levels in the Lijiang well from 2012 to 2017 is obtained by Liao and Wang (2018).
description: The time series of the tidal response of the observed groundwater levels in the Lijiang well from 2012 to 2017 is obtained by Liao and Wang (2018).
DOI: 10.57760/sciencedb.07282
title: Distributional responses to climate change of three maple species in China: The Qinghai-Tibetan Plateau provides a potential future refugium
title: Distributional responses to climate change of three maple species in China: The Qinghai-Tibetan Plateau provides a potential future refugium

description: Supplemental materials
description: Supplemental materials
DOI: 10.57760/sciencedb.o00009.00474
title: AOS frame simulation data
title: AOS帧模拟数据

description: The simulated experimental frames are 898 bytes long, the first 4 bytes are synchronization codes, the frame error control field is 2 bytes, and CRC checksum is used. The simulated experimental engineering parameter source packet is 390 bytes long, containing 467 parameters. It is used to test the GPU frame parsing and source packet parsing performance.
description: The simulated experimental frames are 898 bytes long, the first 4 bytes are synchronization codes, the frame error control field is 2 bytes, and CRC checksum is used. The simulated experimental engineering parameter source packet is 390 bytes long, containing 467 parameters. It is used to test the GPU frame parsing and source packet parsing performance.
DOI: 10.57760/sciencedb.j00186.00015
title: Depth, lateral ,contour and Dicom dose distribution of TPMC result.
title: Depth, lateral ,contour and Dicom dose distribution of TPMC result.

description: This dataset includes the dose calculation results of the TPMC engine in the paper for four scenarios:1.Experiment 1 PDD (idd experimental results), represented by "experiment1_pdd". The results for TPMC IDD calculation at 110, 160, and 200 MeV are represented by TP1.txt, TP2.txt, and TP3.txt, respectively.2.Experiment 2 Lateral Dose Distribution, represented by "experiment2_lateral". The data is named as "energy + engine name + model code", with model codes 1-4 representing water, lung, bone, and miscellaneous media materials. Energy codes 1-3 represent 110, 160, and 200 MeV incident particle energy.3.Experiment 3 Contour data, represented by "experiment3_contour". The data is named as "engine name + energy + code (1-3)", with codes 1-3 representing the highest dose position, 80% relative dose position, and 50% relative dose position.4.Experiment 4 DICOM dose distribution, represented by "experiment4_dicom". TP0 represents the 0-degree angle of incidence results, and TP45 represents the 45-degree angle of incidence dose results.
description: This dataset includes the dose calculation results of the TPMC engine in the paper for four scenarios:1.Experiment 1 PDD (idd experimental results), represented by "experiment1_pdd". The results for TPMC IDD calculation at 110, 160, and 200 MeV are represented by TP1.txt, TP2.txt, and TP3.txt, respectively.2.Experiment 2 Lateral Dose Distribution, represented by "experiment2_lateral". The data is named as "energy + engine name + model code", with model codes 1-4 representing water, lung, bone, and miscellaneous media materials. Energy codes 1-3 represent 110, 160, and 200 MeV incident particle energy.3.Experiment 3 Contour data, represented by "experiment3_contour". The data is named as "engine name + energy + code (1-3)", with codes 1-3 representing the highest dose position, 80% relative dose position, and 50% relative dose position.4.Experiment 4 DICOM dose distribution, represented by "experiment4_dicom". TP0 represents the 0-degree angle of incidence results, and TP45 represents the 45-degree angle of incidence dose results.
DOI: 10.57760/sciencedb.07286
title: Theoretical and Experimental Data Set for Thorium-Doped Fluoride Crystal
title: 掺钍氟化物晶体理论和实验数据集

description: A theoretical calculation and experimental characterization data set of thorium-doped fluoride crystals, including theoretical model, electronic properties, transmission spectrum, xrd and other data information.
description: A theoretical calculation and experimental characterization data set of thorium-doped fluoride crystals, including theoretical model, electronic properties, transmission spectrum, xrd and other data information.
DOI: 10.57760/sciencedb.j00133.00227
title: CSI300 Financial News Dataset
title: CSI300金融新闻数据集

description: The dataset contains financial news related to CSI 300 listed companies from 2017-2021, and the data items include the news text (including news summary and body), the names of listed companies related to the news, and the cumulative abnormal returns of related listed companies at the moment of news release. To support the experiments of the paper, the dataset is divided into two versions: processed and unsegmented.
description: The dataset contains financial news related to CSI 300 listed companies from 2017-2021, and the data items include the news text (including news summary and body), the names of listed companies related to the news, and the cumulative abnormal returns of related listed companies at the moment of news release. To support the experiments of the paper, the dataset is divided into two versions: processed and unsegmented.
DOI: 10.15468/dl.qdn9cw
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Lophophorus sclateri Jerdon, 1870",
 "Year 2000-2025"
 ]
}

 The dataset includes 63 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000602-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.j00133.00228
title: CSI300 Industry Graph Dataset
title: CSI300产业图谱数据集

description: This dataset is the correlation data between industries involved in CSI 300 listed companies, containing the names of industry nodes involved in listed companies and the embedding of industry nodes, where the industry node embedding is a 200-dimensional vector generated by the industry mapping application of TransH algorithm. This part of data is used to support the attention mechanism based encoding of company industries in the paper.
description: This dataset is the correlation data between industries involved in CSI 300 listed companies, containing the names of industry nodes involved in listed companies and the embedding of industry nodes, where the industry node embedding is a 200-dimensional vector generated by the industry mapping application of TransH algorithm. This part of data is used to support the attention mechanism based encoding of company industries in the paper.
DOI: 10.57760/sciencedb.j00133.00229
title: Linked data among listed companies
title: 上市公司间关联数据

description: The dataset contains statistical knowledge association between listed companies, calculated from correlations of share price data between companies. It is used for the construction algorithm of the risk information transmission network in the paper.
description: The dataset contains statistical knowledge association between listed companies, calculated from correlations of share price data between companies. It is used for the construction algorithm of the risk information transmission network in the paper.
DOI: 10.57760/sciencedb.07287
title: Neural-Network-Based Adaptive Finite-Time Control for a Two-Degree-of-Freedom Helicopter System with an Event-Triggering Mechanism
title: Neural-Network-Based Adaptive Finite-Time Control for a Two-Degree-of-Freedom Helicopter System with an Event-Triggering Mechanism

description: Helicopter systems present numerous benefits over fixed-wing aircraft in several fields of application. Developingcontrol schemes for improving the tracking accuracy of such systems is crucial. This paper proposes a neural-network (NN)-based adaptive finite-time control for a two-degree-of-freedom helicopter system. In particular, a radial basis function NN is adopted to solve uncertainty in the helicopter system. Furthermore, an event-triggering mechanism with a switching threshold is proposed to alleviate the communication burden on the system. By proposing an adaptive parameter, a bounded estimation, and a smooth function approach, the effect of network measurement errors is effectively compensated for while simultaneously avoiding the Zeno phenomenon. Additionally, the developed adaptive finite-time control technique based on an NN guarantees finite-timeconvergence of the tracking error, thus enhancing the control accuracy of the system. In addition, the Lyapunov direct method demonstrates that the closed-loop system is semiglobally finite-time stable. Finally, simulation and experimental results show the effectiveness of the control strategy.
description: Helicopter systems present numerous benefits over fixed-wing aircraft in several fields of application. Developingcontrol schemes for improving the tracking accuracy of such systems is crucial. This paper proposes a neural-network (NN)-based adaptive finite-time control for a two-degree-of-freedom helicopter system. In particular, a radial basis function NN is adopted to solve uncertainty in the helicopter system. Furthermore, an event-triggering mechanism with a switching threshold is proposed to alleviate the communication burden on the system. By proposing an adaptive parameter, a bounded estimation, and a smooth function approach, the effect of network measurement errors is effectively compensated for while simultaneously avoiding the Zeno phenomenon. Additionally, the developed adaptive finite-time control technique based on an NN guarantees finite-timeconvergence of the tracking error, thus enhancing the control accuracy of the system. In addition, the Lyapunov direct method demonstrates that the closed-loop system is semiglobally finite-time stable. Finally, simulation and experimental results show the effectiveness of the control strategy.
DOI: 10.57760/sciencedb.07288
title: Expression of microRNA-23a and adipokines in epicardial adipose tissue and their roles in atrial fibrillation
title: 心外膜脂肪组织表达mircoRNA-23a及 脂肪因子参与心房颤动的研究

description: From July 1, 2018, to May 8, 2019, a total of 30 samples of abandoned EAT was collected from two Hospital affiliated of Harbin Medical University, including patients with SR (n = 15) and AF (n = 15). The expression levels of hsa-miR-23a, adipokines leptin, IL-6, TNF-α, ECM, ERK1/2 and p-ERK1/2 were detected.
description: From July 1, 2018, to May 8, 2019, a total of 30 samples of abandoned EAT was collected from two Hospital affiliated of Harbin Medical University, including patients with SR (n = 15) and AF (n = 15). The expression levels of hsa-miR-23a, adipokines leptin, IL-6, TNF-α, ECM, ERK1/2 and p-ERK1/2 were detected.