cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15131/shef.data.21878775
title: Burst Random Amplitude Ramp : 1.6V

description: This is a zip file that contains 10 repetitions for burst random (multiple white noise) excitation at 1.6V LMS output voltage. This test is performed on the starboard wing of the BAE T1A Hawk housed at the Labratory for Verification and Validation (lvv.ac.uk). The wing is excited using a single shaker and data is recorded using 55 uni-accelerometers and the excitation load cell. <br> The significance of the naming conventions is explained in the "ORDA_Readme.pdf" file. This file also contains the code needed to load the file into python for analysis called "hdf5_loader.py". This contains a function called load_hdf5 that takes the path of the hdf5 file and loads it into a single dictionary. The dictionary is separated into "Meta" for the testing parameters and the sensor names to identify the sensor of interest. For the sensor names, the naming convention is described in the readme file along with what types of data are included and the citation reference. The uploaded *.zip file contains all the repetitions for the testing parameters (nominally 10 repetitions). <br> This test was performed under the Alan Turing Institute funded project <em>Digital Twins for High-Value Engineering Systems (DTHIVE)</em> with continuing support from the EPSRC funded project <em>Digital Twins for Improved Dynamic Design (DigiTwin)</em>. For more information, please contact the PI, Professor David Wagg.
DOI: 10.15131/shef.data.21878775.v1
title: Burst Random Amplitude Ramp : 1.6V

description: This is a zip file that contains 10 repetitions for burst random (multiple white noise) excitation at 1.6V LMS output voltage. This test is performed on the starboard wing of the BAE T1A Hawk housed at the Labratory for Verification and Validation (lvv.ac.uk). The wing is excited using a single shaker and data is recorded using 55 uni-accelerometers and the excitation load cell. <br> The significance of the naming conventions is explained in the "ORDA_Readme.pdf" file. This file also contains the code needed to load the file into python for analysis called "hdf5_loader.py". This contains a function called load_hdf5 that takes the path of the hdf5 file and loads it into a single dictionary. The dictionary is separated into "Meta" for the testing parameters and the sensor names to identify the sensor of interest. For the sensor names, the naming convention is described in the readme file along with what types of data are included and the citation reference. The uploaded *.zip file contains all the repetitions for the testing parameters (nominally 10 repetitions). <br> This test was performed under the Alan Turing Institute funded project <em>Digital Twins for High-Value Engineering Systems (DTHIVE)</em> with continuing support from the EPSRC funded project <em>Digital Twins for Improved Dynamic Design (DigiTwin)</em>. For more information, please contact the PI, Professor David Wagg.
DOI: 10.15131/shef.data.21878787
title: Burst Random Amplitude Ramp : 2.0V

description: This is a zip file that contains 10 repetitions for burst random (multiple white noise) excitation at 2.0V LMS output voltage. This test is performed on the starboard wing of the BAE T1A Hawk housed at the Labratory for Verification and Validation (lvv.ac.uk). The wing is excited using a single shaker and data is recorded using 55 uni-accelerometers and the excitation load cell. <br> The significance of the naming conventions is explained in the "ORDA_Readme.pdf" file. This file also contains the code needed to load the file into python for analysis called "hdf5_loader.py". This contains a function called load_hdf5 that takes the path of the hdf5 file and loads it into a single dictionary. The dictionary is separated into "Meta" for the testing parameters and the sensor names to identify the sensor of interest. For the sensor names, the naming convention is described in the readme file along with what types of data are included and the citation reference. The uploaded *.zip file contains all the repetitions for the testing parameters (nominally 10 repetitions). <br> This test was performed under the Alan Turing Institute funded project <em>Digital Twins for High-Value Engineering Systems (DTHIVE)</em> with continuing support from the EPSRC funded project <em>Digital Twins for Improved Dynamic Design (DigiTwin)</em>. For more information, please contact the PI, Professor David Wagg.
DOI: 10.15131/shef.data.21878787.v1
title: Burst Random Amplitude Ramp : 2.0V

description: This is a zip file that contains 10 repetitions for burst random (multiple white noise) excitation at 2.0V LMS output voltage. This test is performed on the starboard wing of the BAE T1A Hawk housed at the Labratory for Verification and Validation (lvv.ac.uk). The wing is excited using a single shaker and data is recorded using 55 uni-accelerometers and the excitation load cell. <br> The significance of the naming conventions is explained in the "ORDA_Readme.pdf" file. This file also contains the code needed to load the file into python for analysis called "hdf5_loader.py". This contains a function called load_hdf5 that takes the path of the hdf5 file and loads it into a single dictionary. The dictionary is separated into "Meta" for the testing parameters and the sensor names to identify the sensor of interest. For the sensor names, the naming convention is described in the readme file along with what types of data are included and the citation reference. The uploaded *.zip file contains all the repetitions for the testing parameters (nominally 10 repetitions). <br> This test was performed under the Alan Turing Institute funded project <em>Digital Twins for High-Value Engineering Systems (DTHIVE)</em> with continuing support from the EPSRC funded project <em>Digital Twins for Improved Dynamic Design (DigiTwin)</em>. For more information, please contact the PI, Professor David Wagg.
DOI: 10.6084/m9.figshare.21707888
title: dipolar cycloaddition dataset

description: This dataset consists of 5269 reaction profiles computed in a high-throughput manner at B3LYP-D3(BJ)/def2-TZVP//B3LYP-D3(BJ)/def2-SVP level of theory with the help of autodE and Gaussian 16. Reaction IDs and SMILES, activation energies (G_act; in kcal/mol) and reaction energies (G_r; in kcal/mol) for each computed reaction profile are provided in CSV format (full_dataset.csv). XYZ-files for each reactant (both the original and stereo-constrained versions), TS and product species as well as a CSV file containing computed electronic energies and thermal corrections are available in a compressed archive file, full_dataset_profiles.tar.gz. <br> The files have been organized per reaction profile, identified through the reaction ID. Within each directory, reactant XYZ-files are of the form r#####.xyz, product XYZ-files are of the form p#####.xyz, and transition state XYZ-files are of the form TS_#####.xyz. If the reactant dipole conformer had to be corrected to enforce stereochemical compatibility, the latter XYZ-files are included under to form of r#####_alt.xyz. The energies for all of these species are summarized per directory in energies.csv. <br> Additionally, all the benchmarking data are made available in the benchmarking_data.tar.gz directory
DOI: 10.6084/m9.figshare.21707888.v4
title: dipolar cycloaddition dataset

description: This dataset consists of 5269 reaction profiles computed in a high-throughput manner at B3LYP-D3(BJ)/def2-TZVP//B3LYP-D3(BJ)/def2-SVP level of theory with the help of autodE and Gaussian 16. Reaction IDs and SMILES, activation energies (G_act; in kcal/mol) and reaction energies (G_r; in kcal/mol) for each computed reaction profile are provided in CSV format (full_dataset.csv). XYZ-files for each reactant (both the original and stereo-constrained versions), TS and product species as well as a CSV file containing computed electronic energies and thermal corrections are available in a compressed archive file, full_dataset_profiles.tar.gz. <br> The files have been organized per reaction profile, identified through the reaction ID. Within each directory, reactant XYZ-files are of the form r#####.xyz, product XYZ-files are of the form p#####.xyz, and transition state XYZ-files are of the form TS_#####.xyz. If the reactant dipole conformer had to be corrected to enforce stereochemical compatibility, the latter XYZ-files are included under to form of r#####_alt.xyz. The energies for all of these species are summarized per directory in energies.csv. <br> Additionally, all the benchmarking data are made available in the benchmarking_data.tar.gz directory
DOI: 10.5281/zenodo.7529479
title: Planning extra ICU beds for pandemics: an experimental study

description: Dataser of paper "Planning extra ICU beds for pandemics: an experimental study".
DOI: 10.5281/zenodo.7529478
title: Planning extra ICU beds for pandemics: an experimental study

description: Dataser of paper "Planning extra ICU beds for pandemics: an experimental study".
DOI: 10.6084/m9.figshare.21762923.v3
title: JDS_22607 Supplemental Tables

description: JDS Supplemental Tables
DOI: 10.5281/zenodo.7529466
title: Supplementary Data and Code: Determinants of range sizes pinpoint vulnerability of groundwater species to climate change: a case study on subterranean amphipods from the Dinarides

description: Supplementary Data and R code for phylogenetic analyses for manuscript entitled <em>Determinants of range sizes pinpoint vulnerability of groundwater species to climate change: a case study on subterranean amphipods from the Dinarides.</em> <strong>The dataset contains</strong> <em>beast.tree</em> → data for import into R: maximum credibility phylogeny<br> <em>data_lambert.csv</em> → data for import into R: data on habitat and distribution for 52 <em>Niphargus </em>species<br> <em>morpho.csv</em> → data for import into R: morphometric data (body length) for 52 <em>Niphargus </em>species<br> <em>niphargus_ranges.Rmd</em> → fully reproducible R markdown file<br> <em>niphargus_ranges.html </em>→ html output of Rmd file To be able to run the analysis put the data files into folder &lt;data&gt; and run the Rmd script.
DOI: 10.5281/zenodo.7529465
title: Supplementary Data and Code: Determinants of range sizes pinpoint vulnerability of groundwater species to climate change: a case study on subterranean amphipods from the Dinarides

description: Supplementary Data and R code for phylogenetic analyses for manuscript entitled <em>Determinants of range sizes pinpoint vulnerability of groundwater species to climate change: a case study on subterranean amphipods from the Dinarides.</em> <strong>The dataset contains</strong> <em>beast.tree</em> → data for import into R: maximum credibility phylogeny<br> <em>data_lambert.csv</em> → data for import into R: data on habitat and distribution for 52 <em>Niphargus </em>species<br> <em>morpho.csv</em> → data for import into R: morphometric data (body length) for 52 <em>Niphargus </em>species<br> <em>niphargus_ranges.Rmd</em> → fully reproducible R markdown file<br> <em>niphargus_ranges.html </em>→ html output of Rmd file To be able to run the analysis put the data files into folder &lt;data&gt; and run the Rmd script.
DOI: 10.6084/m9.figshare.21455865.v1
title: Appendix data for manuscript

description: the data are statistics and newly acquired zircon/monazite dating, AMS, Hf isotope, Field observation on the Changle-Nan'ao belt, Late Mesozoic era.
DOI: 10.5519/qd.v9tv5brg
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (821056 records)
DOI: 10.5281/zenodo.7529147
title: Forced Oscillations On The Orocopia Schist Under Saturated Conditions (Effective Stress 9 MPa) (2)

description: Forced Oscillations on Orocopia Schist under Saturated Conditions (Effective Stress 9 MPa) Test #199<br> Type of Experiment: Forced Oscillations Sample: Orocopia Schist (#4) Experimental Conditions: Confining pressure: 10 MPa Pore Pressure: 1 MPa Seating Differential Stress: 10 MPa Amplitude of oscillating Stress: 1 MPa (Peak-to-peak) LVDTs: 2 high-resolution axial LVDTs but 4 radial LVDTs (no high-resolution) More details are in the Excel file, including the initial processing of the data before calibration and a list of experiments.
DOI: 10.5281/zenodo.7529146
title: Forced Oscillations On The Orocopia Schist Under Saturated Conditions (Effective Stress 9 MPa) (2)

description: Forced Oscillations on Orocopia Schist under Saturated Conditions (Effective Stress 9 MPa) Test #199<br> Type of Experiment: Forced Oscillations Sample: Orocopia Schist (#4) Experimental Conditions: Confining pressure: 10 MPa Pore Pressure: 1 MPa Seating Differential Stress: 10 MPa Amplitude of oscillating Stress: 1 MPa (Peak-to-peak) LVDTs: 2 high-resolution axial LVDTs but 4 radial LVDTs (no high-resolution) More details are in the Excel file, including the initial processing of the data before calibration and a list of experiments.
DOI: 10.5445/ir/1000148057
title: Evolution of Surface Defects on Ball Screw Drive Spindles for intelligent Prognostics and Health Management Systems

description: The dataset shows the development of 82 surface defects (pits) over the operating time of Ball Screw Drives. The name of the images is structured as follows: XX_XX_YYMMDDHHMMSS_XX_XX. Here X is some identifier, which is not important in this context. The dataset is especially suited to investigate the development of surface defects on ball screw drive spindles. The dataset mainly addresses the machine learning research community for engineering and computer science to build intelligent models for surface defect detection and forecasting in the context of prognostics and health management (PHM). Each folder consists the evolution of one pit.
DOI: 10.5066/p9hrhjvq
title: Data Release: Germination and growth of Montezuma cypress (Taxodium mucronatum) from the Nazas River to experimental salinity treatments

description: During March and April of 2018, viable seeds were collected from Ca��n de Fern�ndez State Park in Lerdo, Durango and sent to Lafayette, LA for germination. This study tested the seedling growth and germination of Taxodium mucronatum from the Nazas River watershed at different salinity concentrations representing freshwater, moderate salinity, and high salinity.
DOI: 10.5281/zenodo.7529179
title: Forced Oscillations On The Orocopia Schist Under Saturated Conditions (Effective Stress 2 MPa) (2)

description: Forced Oscillations on Orocopia Schist under Saturated Conditions (Effective Stress 2 MPa) Test #200<br> Type of Experiment: Forced Oscillations Sample: Orocopia Schist (#4) Experimental Conditions: Confining pressure: 10 MPa Pore Pressure: 8 MPa Seating Differential Stress: 10 MPa Amplitude of oscillating Stress: 1 MPa (Peak-to-peak) LVDTs: 2 high-resolution axial LVDTs but 4 radial LVDTs (no high-resolution) More details are in the Excel file, including the initial processing of the data before calibration and a list of experiments.
DOI: 10.5281/zenodo.7529178
title: Forced Oscillations On The Orocopia Schist Under Saturated Conditions (Effective Stress 2 MPa) (2)

description: Forced Oscillations on Orocopia Schist under Saturated Conditions (Effective Stress 2 MPa) Test #200<br> Type of Experiment: Forced Oscillations Sample: Orocopia Schist (#4) Experimental Conditions: Confining pressure: 10 MPa Pore Pressure: 8 MPa Seating Differential Stress: 10 MPa Amplitude of oscillating Stress: 1 MPa (Peak-to-peak) LVDTs: 2 high-resolution axial LVDTs but 4 radial LVDTs (no high-resolution) More details are in the Excel file, including the initial processing of the data before calibration and a list of experiments.
DOI: 10.17632/25rdbjz6zc.1
title: Sediment data and bathymetric data of Chudao sea area for "Sediment transport trend and its influencing factors in coastal bedrock island sea areas-a case study of Chudao island, China"

description: The database includes two parts: the grain size parameters (mean grain-size, sorting coefficient and skewness) data of 229 sediment sampling stations in the Chudao Island sea area; Bathymetric data of the Chudao sea area.
DOI: 10.17632/wwnbr2y5hw.8
title: Research Materials for the Thesis

description: The objective of this research is to create an automated design feedback workflow serving QTO for structural components using Dynamo, a BIM-assisted visual programming tool. A BPMN(Business Process Modeling Notation) Diagram drawn up with Visio software can clearly show the flow forms of data types and information between 'Client', 'Structure Engineer' and 'Estimator'; UML (Unified Modeling Language) Diagram can be used to classify, construct, document, interpret and visualize numerous elements of a dense system using a standardized language to make the data hierarchy clear and the information explicit; Revit Dynamo scripts are used to automate the design-feedback process; Detailed data of the study results are presented in Project Data.
DOI: 10.17632/wwnbr2y5hw.10
title: Data for An Automatic Design-feedback Process for Structural Prefabricated Components Quantity Take-off Calculation Using BIM

description: The objective of this research is to create an automated design feedback workflow serving QTO for structural components using Dynamo, a BIM-assisted visual programming tool. A BPMN(Business Process Modeling Notation) Diagram drawn up with Visio software can clearly show the flow forms of data types and information between 'Client', 'Structure Engineer' and 'Estimator'; UML (Unified Modeling Language) Diagram can be used to classify, construct, document, interpret and visualize numerous elements of a dense system using a standardized language to make the data hierarchy clear and the information explicit; Revit Dynamo scripts are used to automate the design-feedback process; Detailed data of the study results are presented in Project Data.
DOI: 10.17632/wwnbr2y5hw.2
title: Research Materials for the Thesis

description: UML Diagram, BPMN Diagram,Dynamo Visual Programming Script,Project Data
DOI: 10.17632/wwnbr2y5hw.3
title: Research Materials for the Thesis

description: UML Diagram, BPMN Diagram,Dynamo Visual Programming Script,Project Data
DOI: 10.17632/wwnbr2y5hw.4
title: Research Materials for the Thesis

description: The objective of this research is to create an automated design feedback workflow serving QTO for structural components using Dynamo, a BIM-assisted visual programming tool. A BPMN(Business Process Modeling Notation) Diagram drawn up with Visio software can clearly show the flow forms of data types and information between 'Client', 'Structure Engineer' and 'Estimator'; UML (Unified Modeling Language) Diagram can be used to classify, construct, document, interpret and visualize numerous elements of a dense system using a standardized language to make the data hierarchy clear and the information explicit; Revit Dynamo scripts are used to automate the design-feedback process; Detailed data of the study results are presented in Project Data.
DOI: 10.17632/wwnbr2y5hw.5
title: Research Materials for the Thesis

description: The objective of this research is to create an automated design feedback workflow serving QTO for structural components using Dynamo, a BIM-assisted visual programming tool. A BPMN(Business Process Modeling Notation) Diagram drawn up with Visio software can clearly show the flow forms of data types and information between 'Client', 'Structure Engineer' and 'Estimator'; UML (Unified Modeling Language) Diagram can be used to classify, construct, document, interpret and visualize numerous elements of a dense system using a standardized language to make the data hierarchy clear and the information explicit; Revit Dynamo scripts are used to automate the design-feedback process; Detailed data of the study results are presented in Project Data.
DOI: 10.17632/wwnbr2y5hw.6
title: Research Materials for the Thesis

description: The objective of this research is to create an automated design feedback workflow serving QTO for structural components using Dynamo, a BIM-assisted visual programming tool. A BPMN(Business Process Modeling Notation) Diagram drawn up with Visio software can clearly show the flow forms of data types and information between 'Client', 'Structure Engineer' and 'Estimator'; UML (Unified Modeling Language) Diagram can be used to classify, construct, document, interpret and visualize numerous elements of a dense system using a standardized language to make the data hierarchy clear and the information explicit; Revit Dynamo scripts are used to automate the design-feedback process; Detailed data of the study results are presented in Project Data.
DOI: 10.17632/wwnbr2y5hw.7
title: Research Materials for the Thesis

description: The objective of this research is to create an automated design feedback workflow serving QTO for structural components using Dynamo, a BIM-assisted visual programming tool. A BPMN(Business Process Modeling Notation) Diagram drawn up with Visio software can clearly show the flow forms of data types and information between 'Client', 'Structure Engineer' and 'Estimator'; UML (Unified Modeling Language) Diagram can be used to classify, construct, document, interpret and visualize numerous elements of a dense system using a standardized language to make the data hierarchy clear and the information explicit; Revit Dynamo scripts are used to automate the design-feedback process; Detailed data of the study results are presented in Project Data.
DOI: 10.17632/wwnbr2y5hw.1
title: Research Materials for the Thesis

description: UML Diagram, BPMN Diagram,Dynamo Visual Programming Script,Project Data
DOI: 10.17632/v6d5prkskc.1
title: Metrics Design of Usability and Behavior Analysis of a Human-Robot-Game Platform

description: As an innovative technological challenge, creating and designing metrics to evaluate communication between human-robot-game interaction will benefit children’s education. In humans, facial expressions or emotions are pervasive forms of communication for interaction between people. When people are trying to establish communication deploying robots and game-based learning, which are growing in popularity, expectations are that these forms of relationship will become a means through which interaction is a common tool. Although it is intuitive for a regular human being to vary their expressions and emotions, their interpretation through metrics, or results of using the game as a form of learning, is a complex task that must be carried out. This paper explains the proposed design and usability metrics testing children’s use of a human-robot-game platform, identified as LOLY-MIDI. This platform promotes inclusive education, primarily those children with Autism Spectrum Disorder (ASD).
DOI: 10.17632/dc24z78ht9.1
title: Sudden Stops and Reserve Accumulation in the Presence of International Liquidity Risk

description: Replication files for "Sudden Stops and Reserve Accumulation in the Presence of International Liquidity Risk".