cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.12750588.v1
title: Viscosity changes of UHMWPE/LP system from Particle morphology, structure and properties of nascent ultra-high molecular weight polyethylene

description: Viscosity changes of UHMWPE/LP system
DOI: 10.6084/m9.figshare.7507748
title: Material Coding for Aircraft Manufacturing Industry

description: ABSTRACT: Material coding is the basis for enterprises to perform information management. There are various kinds of materials in the aircraft manufacturing industry. In order to improve the efficiency of aircraft material management, this paper studies the aircraft material coding. The aircraft materials are divided into six categories based on some characteristics. The flexible material coding model is proposed consisting of code fields which indicate the material and code field relations in order to define the constraint relations among code fields. There are three kinds of code fields: class code, property code and flow code, while there are three kinds of relations, including the parallel relation, the subordinate relation and the dependency one. For convenient recognition and operation, the alpha-numeric combination code method is used. The material coding system in which the material code could be automatically generated was finally developed. The system has been applied in the aircraft manufacturing enterprise and it has achieved good results.
DOI: 10.6084/m9.figshare.12750591
title: Optical photographs from Particle morphology, structure and properties of nascent ultra-high molecular weight polyethylene

description: Optical photographs of nascent UHMWPE in LP at different temperatures
DOI: 10.25387/g3.6983384
title: Supplemental Material for Xu et al., 2018

description: Animals utilize conserved mechanisms to regulate oxidative
stress. The <i>C. elegans</i> SKN-1 protein
is homologous to the vertebrate Nrf (NF-E2-related
factor) family of cap 'n' collar (CnC) transcription factors and functions as a core regulator of
xenobiotic and oxidative stress responses. The WD40 repeat-containing protein WDR-23
is a key negative regulator of SKN-1 activity. We previously found that the oxidative
stress induced by excess iodide can be relieved by loss of function in the
BLI-3/TSP-15/DOXA-1 dual oxidase complex. To further understand the molecular
mechanism of this process, we screened for new mutants that can survive in
excess iodide and identified gain-of-function mutations in <i>skn-1</i> and loss-of-function mutations in <i>wdr-23</i>. The SKN-1C isoform functions in
the hypodermis to affect animal’s response to excess iodide, while the SKN-1A
isoform appears to play a minor role. <i>wdr-23(lf)</i>
can interact with <i>bli-3</i> mutations in
a manner different from <i>skn-1(gf)</i>. Transcriptome
studies suggest that excess iodide causes developmental arrest largely independent
of changes in gene expression, and <i>wdr-23(lf)
</i>could affect the expression of a subset of genes by a mechanism different
from SKN-1 activation. We propose that WDR-23 and SKN-1 coordinate with the
BLI-3/TSP-15/DOXA-1 dual oxidase complex in response to iodide-triggered oxidative
stress.
DOI: 10.6084/m9.figshare.12750594.v1
title: The mechanism of UHMWPE particle growth from Particle morphology, structure and properties of nascent ultra-high molecular weight polyethylene

description: The schematic diagrams on the mechanism of UHMWPE particle growth
DOI: 10.6084/m9.figshare.8032280.v2
title: Additional file 5: of Disentangling the roles of maternal and paternal age on birth prevalence of Down syndrome and other chromosomal disorders using a Bayesian modeling approach

description: Linear. Fully conditional modeling of maternal and paternal ages as linear. OpenBUGS code and data that can be used to repeat the analyses for maternal and paternal ages as linear. (TXT 65 kb)
DOI: 10.6084/m9.figshare.12750582
title: Crystal structure and DSC heating curves from Particle morphology, structure and properties of nascent ultra-high molecular weight polyethylene

description: Crystal structure and DSC heating curves of nascent UHMWPE
DOI: 10.6084/m9.figshare.14323456
title: Numerical and theoretical studies of bolted joints under harmonic shear displacement

description: A three-dimensional finite element model used to simulate the bolted joint is created using ABAQUS package. The stress concentration factors at the roots of the thread are first studied with a preload of 38.4 kN. Under harmonic transverse shear displacement, not only the stress variations at ten specified points of the first thread but also contact conditions between the contacting surfaces are studied. By changing the preload value, relative displacement, the coefficient of friction between the two clamped plates successively and the loading frequency, their effects on the hysteresis loops of the transverse load versus the relative displacement of the joint are then analyzed. Finally the hysteresis loops are produced by the Masing model. It is found that due to the greatest stress concentration factor, fatigue failure will occur at the root of the first thread. With the increase of preload value, the amplitude of displacement and the coefficient of friction, frictional energy dissipation of the joint increases. Very good agreement is achieved between the hysteresis loops produced from the fourth-order Masing model and the detailed ABAQUS model and therefore the fourth-order Masing model can replace the time-consuming finite element model.
DOI: 10.6084/m9.figshare.8032286.v2
title: Additional file 6: of Disentangling the roles of maternal and paternal age on birth prevalence of Down syndrome and other chromosomal disorders using a Bayesian modeling approach

description: Curvilinear. Fully conditional modeling of maternal and paternal ages as curvilinear. OpenBUGS code and data that can be used to repeat the analyses for maternal and paternal ages as curvilinear. (TXT 66 kb)
DOI: 10.6084/m9.figshare.12750585
title: SEM micrographs from Particle morphology, structure and properties of nascent ultra-high molecular weight polyethylene

description: SEM micrographs of PE-140 and PE-120 at different magnifications
DOI: 10.25387/g3.6983384.v1
title: Supplemental Material for Xu et al., 2018

description: Animals utilize conserved mechanisms to regulate oxidative
stress. The <i>C. elegans</i> SKN-1 protein
is homologous to the vertebrate Nrf (NF-E2-related
factor) family of cap 'n' collar (CnC) transcription factors and functions as a core regulator of
xenobiotic and oxidative stress responses. The WD40 repeat-containing protein WDR-23
is a key negative regulator of SKN-1 activity. We previously found that the oxidative
stress induced by excess iodide can be relieved by loss of function in the
BLI-3/TSP-15/DOXA-1 dual oxidase complex. To further understand the molecular
mechanism of this process, we screened for new mutants that can survive in
excess iodide and identified gain-of-function mutations in <i>skn-1</i> and loss-of-function mutations in <i>wdr-23</i>. The SKN-1C isoform functions in
the hypodermis to affect animal’s response to excess iodide, while the SKN-1A
isoform appears to play a minor role. <i>wdr-23(lf)</i>
can interact with <i>bli-3</i> mutations in
a manner different from <i>skn-1(gf)</i>. Transcriptome
studies suggest that excess iodide causes developmental arrest largely independent
of changes in gene expression, and <i>wdr-23(lf)
</i>could affect the expression of a subset of genes by a mechanism different
from SKN-1 activation. We propose that WDR-23 and SKN-1 coordinate with the
BLI-3/TSP-15/DOXA-1 dual oxidase complex in response to iodide-triggered oxidative
stress.
DOI: 10.6084/m9.figshare.7507748.v1
title: Material Coding for Aircraft Manufacturing Industry

description: ABSTRACT: Material coding is the basis for enterprises to perform information management. There are various kinds of materials in the aircraft manufacturing industry. In order to improve the efficiency of aircraft material management, this paper studies the aircraft material coding. The aircraft materials are divided into six categories based on some characteristics. The flexible material coding model is proposed consisting of code fields which indicate the material and code field relations in order to define the constraint relations among code fields. There are three kinds of code fields: class code, property code and flow code, while there are three kinds of relations, including the parallel relation, the subordinate relation and the dependency one. For convenient recognition and operation, the alpha-numeric combination code method is used. The material coding system in which the material code could be automatically generated was finally developed. The system has been applied in the aircraft manufacturing enterprise and it has achieved good results.
DOI: 10.6084/m9.figshare.12750582.v1
title: Crystal structure and DSC heating curves from Particle morphology, structure and properties of nascent ultra-high molecular weight polyethylene

description: Crystal structure and DSC heating curves of nascent UHMWPE
DOI: 10.6084/m9.figshare.14323633
title: Influence of slab length on dynamic characteristics of subway train-steel spring floating slab track-tunnel coupled system

description: A subway train-steel spring floating slab track-tunnel coupling dynamic model, considering short and middle-long wavelength random track irregularities, and longitudinal connection between adjacent slabs of steel spring floating slab track, was developed. And the influence of slab length on dynamic characteristics of the system under different track conditions and train speeds are theoretically studied. The calculated results show: (1) In general, the acceleration of each component of the coupled system decreases with the increase of slab length under the perfectly smooth track condition; (2) Slab length has different influence laws on acceleration of each component of subway train-steel spring floating slab track-tunnel coupled system under random irregularity of track condition. The lower the dominant frequency distribution of vibration acceleration is, the higher influence slab length has; (3) With the increase of slab length, the force of rail, fastener and steel spring also decreases significantly, which helps to lengthen the service life of these components; (4) With the increase of slab length, the longitudinal bending moment of slab increases sharply at first, then it begins to drop slightly. When slab length exceeds the distance between two bogies of a vehicle, the longitudinal bending moment of slab changes little; (5) Slab length has significant influence on the dynamic force and displacement of the coupled system when train speed is higher.
DOI: 10.6084/m9.figshare.14323456.v1
title: Numerical and theoretical studies of bolted joints under harmonic shear displacement

description: A three-dimensional finite element model used to simulate the bolted joint is created using ABAQUS package. The stress concentration factors at the roots of the thread are first studied with a preload of 38.4 kN. Under harmonic transverse shear displacement, not only the stress variations at ten specified points of the first thread but also contact conditions between the contacting surfaces are studied. By changing the preload value, relative displacement, the coefficient of friction between the two clamped plates successively and the loading frequency, their effects on the hysteresis loops of the transverse load versus the relative displacement of the joint are then analyzed. Finally the hysteresis loops are produced by the Masing model. It is found that due to the greatest stress concentration factor, fatigue failure will occur at the root of the first thread. With the increase of preload value, the amplitude of displacement and the coefficient of friction, frictional energy dissipation of the joint increases. Very good agreement is achieved between the hysteresis loops produced from the fourth-order Masing model and the detailed ABAQUS model and therefore the fourth-order Masing model can replace the time-consuming finite element model.
DOI: 10.6084/m9.figshare.22705847
title: Additional file 2 of A metabolic perspective of selection for fruit quality related to apple domestication and improvement

description: Additional file 2: Table S1. The list of collected 292 varieties. Table S2. Classification of 292 apple accessions. Table S3. Statistical results of heredity and variation. Table S4. Scheduled MRM transitions for widely targeted metabolite analysis in apple flesh. Table S5. Different metabolites identified between M. sieversii and heirloom groups. Table S6. Different metabolites identified between heirloom and cultivar groups. Table S7. Different metabolites identified among “Ralls Janet” and “Golden Delicious” series. Table S8. Different metabolites identified between low- and high-weight groups. Table S9. All significant SNPs for all apple metabolites Table S10. Candidate genes for tannins, lipids, SA, and ABA identified by GWAS. Table S11. Primers used in this study.
DOI: 10.6084/m9.figshare.8032253
title: Additional file 2: of Disentangling the roles of maternal and paternal age on birth prevalence of Down syndrome and other chromosomal disorders using a Bayesian modeling approach

description: Model 2. Paternal Age Random-walk (CAR). OpenBUGS code and data that can be used to repeat the analyses for Model 2. (TXT 2 kb)
DOI: 10.6084/m9.figshare.8032271.v2
title: Additional file 4: of Disentangling the roles of maternal and paternal age on birth prevalence of Down syndrome and other chromosomal disorders using a Bayesian modeling approach

description: 5 year age categories. Fully conditional modeling of maternal and paternal ages as 5â year age categories. OpenBUGS code and data that can be used to repeat the analyses for the 5â year age categories. The data are arranged so that the DIC is comparable to the other fully conditional models (TXT 37 kb)
DOI: 10.6084/m9.figshare.14323633.v1
title: Influence of slab length on dynamic characteristics of subway train-steel spring floating slab track-tunnel coupled system

description: A subway train-steel spring floating slab track-tunnel coupling dynamic model, considering short and middle-long wavelength random track irregularities, and longitudinal connection between adjacent slabs of steel spring floating slab track, was developed. And the influence of slab length on dynamic characteristics of the system under different track conditions and train speeds are theoretically studied. The calculated results show: (1) In general, the acceleration of each component of the coupled system decreases with the increase of slab length under the perfectly smooth track condition; (2) Slab length has different influence laws on acceleration of each component of subway train-steel spring floating slab track-tunnel coupled system under random irregularity of track condition. The lower the dominant frequency distribution of vibration acceleration is, the higher influence slab length has; (3) With the increase of slab length, the force of rail, fastener and steel spring also decreases significantly, which helps to lengthen the service life of these components; (4) With the increase of slab length, the longitudinal bending moment of slab increases sharply at first, then it begins to drop slightly. When slab length exceeds the distance between two bogies of a vehicle, the longitudinal bending moment of slab changes little; (5) Slab length has significant influence on the dynamic force and displacement of the coupled system when train speed is higher.
DOI: 10.6084/m9.figshare.8032253.v1
title: Additional file 2: of Disentangling the roles of maternal and paternal age on birth prevalence of down syndrome and other chromosomal disorders using a Bayesian modeling approach

description: Model 2. Paternal Age Random-walk (CAR). OpenBUGS code and data that can be used to repeat the analyses for Model 2. (TXT 2 kb)
DOI: 10.6084/m9.figshare.8032253.v2
title: Additional file 2: of Disentangling the roles of maternal and paternal age on birth prevalence of Down syndrome and other chromosomal disorders using a Bayesian modeling approach

description: Model 2. Paternal Age Random-walk (CAR). OpenBUGS code and data that can be used to repeat the analyses for Model 2. (TXT 2 kb)
DOI: 10.5281/zenodo.10204618
title: KPIs to evaluate the benefits of 5G and AI-enabled services deployment on ports logistics operations

description: This dataset includes KPIs measured during trials conducted at the Athens Living Lab of the 5G-LOGINNOV project. The Athens Living Lab developed a set of use cases and platforms which communicate over a private 5G NSA network with different types of end devices (5G-Trucks, 5G-Cranes, 5G-IoT, 5G UEs). The living lab use cases focused on the deployment of 5G and AI-enabled services tailored to safety/security applications as well as for improving the efficiency of daily port operations i.e., reduce costs, improve the utilization of human resources and automate logistics services.

The trials context is explained in details in the project's deliverable D3.1 – Trial methodology, planning and coordination while the data structure is described in D2.2 – Data collection and evaluation procedures. Both deliverables are provided in the dataset as metadata.

This dataset includes 2 KPIs:



A-KPI 11a  -- Inference time for both cloud  and far-edge deployments (the results are per frame)

A-KPI 11b  -- Power consumption for both cloud and far-edge deployments (the results are in watts/second)


The cloud uses a desktop GPU i.e., NVIDIA RTX 3090.

The far-edge uses an embedded GPU, i.e., NVIDIA Jetson AGX Xavier.

File naming convention

Example: RTX_3090_Inference_yolov5l_height_2160_width_3840.csv



RTX_3090 is the GPU exploited at the cloud

Inference is the metric

yolov5l is the ML object detection model used (https://github.com/ultralytics/yolov5)

Height of the image is 2160 and width 3840, i.e., 4K resolution
DOI: 10.5281/zenodo.10204619
title: KPIs to evaluate the benefits of 5G and AI-enabled services deployment on ports logistics operations

description: This dataset includes KPIs measured during trials conducted at the Athens Living Lab of the 5G-LOGINNOV project. The Athens Living Lab developed a set of use cases and platforms which communicate over a private 5G NSA network with different types of end devices (5G-Trucks, 5G-Cranes, 5G-IoT, 5G UEs). The living lab use cases focused on the deployment of 5G and AI-enabled services tailored to safety/security applications as well as for improving the efficiency of daily port operations i.e., reduce costs, improve the utilization of human resources and automate logistics services.

The trials context is explained in details in the project's deliverable D3.1 – Trial methodology, planning and coordination while the data structure is described in D2.2 – Data collection and evaluation procedures. Both deliverables are provided in the dataset as metadata.

This dataset includes 2 KPIs:



A-KPI 11a  -- Inference time for both cloud  and far-edge deployments (the results are per frame)

A-KPI 11b  -- Power consumption for both cloud and far-edge deployments (the results are in watts/second)


The cloud uses a desktop GPU i.e., NVIDIA RTX 3090.

The far-edge uses an embedded GPU, i.e., NVIDIA Jetson AGX Xavier.

File naming convention

Example: RTX_3090_Inference_yolov5l_height_2160_width_3840.csv



RTX_3090 is the GPU exploited at the cloud

Inference is the metric

yolov5l is the ML object detection model used (https://github.com/ultralytics/yolov5)

Height of the image is 2160 and width 3840, i.e., 4K resolution
DOI: 10.6084/m9.figshare.8032271
title: Additional file 4: of Disentangling the roles of maternal and paternal age on birth prevalence of Down syndrome and other chromosomal disorders using a Bayesian modeling approach

description: 5 year age categories. Fully conditional modeling of maternal and paternal ages as 5â year age categories. OpenBUGS code and data that can be used to repeat the analyses for the 5â year age categories. The data are arranged so that the DIC is comparable to the other fully conditional models (TXT 37 kb)
DOI: 10.6084/m9.figshare.8032265.v1
title: Additional file 1: of Investigation and genome-wide association study for Fusarium crown rot resistance in Chinese common wheat

description: Table S1. Resistance to FCR of wheat cultivars inoculated by F.pg in four environments. (XLSX 25 kb)
DOI: 10.6084/m9.figshare.22188034
title: An approach combining deep learning and molecule docking for drug discovery of cathepsin L

description: Cathepsin L (CTSL) is a promising therapeutic target for metabolic disorders and COVID-19. However, there are still no clinically available CTSL inhibitors. Our objective is to develop an approach for the discovery of potential reversible covalent CTSL inhibitors. The authors combined Chemprop, a deep learning-based strategy, and the Schrödinger CovDock algorithm to identify potential CTSL inhibitors. First, they used Chemprop to train a deep learning model capable of predicting whether a molecule would inhibit the activity of CTSL and performed predictions on ZINC20 in-stock librarie (~9.2 million molecules). Then, they selected the top-200 predicted molecules and performed the Schrödinger covalent docking algorithm to explore the binding patterns to CTSL (PDB: 5MQY). The authors then calculated the binding energies using Prime MM/GBSA and examined the stability between the best two molecules and CTSL using 100ns molecular dynamics simulations. The authors found five molecules that showed better docking results than the well-known cathepsin inhibitor odanacatib. Notably, two of these molecules, ZINC-35287427 and ZINC-1857528743, showed better docking results with CTSL compared to other cathepsins. Our approach enables drug discovery from large-scale databases with little computational consumption, which will save the cost and time required for drug discovery.
DOI: 10.6084/m9.figshare.8032289.v1
title: Additional file 4: of Investigation and genome-wide association study for Fusarium crown rot resistance in Chinese common wheat

description: Table S4. The most significant SNPs on chromosome 6A that highly correlation with FCR resistance in different environments. (XLSX 9 kb)
DOI: 10.6084/m9.figshare.8032289
title: Additional file 4: of Investigation and genome-wide association study for Fusarium crown rot resistance in Chinese common wheat

description: Table S4. The most significant SNPs on chromosome 6A that highly correlation with FCR resistance in different environments. (XLSX 9 kb)
DOI: 10.15468/dl.6hah8x
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Polycarpaea douliotii Danguy"
 ]
}

 The dataset includes 27 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075680-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xkbgbe
title: Occurrence Download

description: A dataset containing 86 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pleocnemia brongniartii (Bory) Holttum"
 ]
}

 The dataset includes 86 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075681-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jyguh6
title: Occurrence Download

description: A dataset containing 555 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pholiurus pannonicus (Host) Trin."
 ]
}

 The dataset includes 555 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075682-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.