cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.3899017
title: Load profile data of 50 industrial plants in Germany for one year

description: This dataset holds the electric load profiles of 50 small and mid-size enterprises in Germany. The load profiles are in 15-minute time resolution for one year. The load is shown in kW as an average over 15 minutes. The dataset is divided into two: LoadProfile_20IPs_2016 shows load profiles of 20 industrial plants (IP) for the year 2016. LoadProfile_30IPs_2017 shows load profiles of 30 industrial plants (IP) for the year 2017. The IPs from the dataset for 2016 do not reappear in the dataset for 2017. The dataset LoadProfile_20IPs_2016 is evaluated in the following publication: Covic, N., Braeuer, F., McKenna, R., Pandzic, H., Optimizing Industrial Facilities’ Active Participation<br> in Electricity Markets under Uncertainty, 2020. Both datasets together are evaluated in multiple publications: Braeuer, F., Finck, R., McKenna, R., Comparing empirical and model-based approaches for calculating dynamic grid emission factors: An application to CO2-minimizing storage dispatch in Germany, Journal of Cleaner Production, Volume 266, 2020, 121588, ISSN 0959-6526, https://doi.org/10.1016/j.jclepro.2020.121588. Braeuer, F., Rominger, J., McKenna, R.,Fichtner, W., Battery storage systems: An economic model-based analysis of parallel revenue streams and general implications for industry, Applied Energy, Volume 239, 2019, Pages 1424-1440, ISSN 0306-2619, https://doi.org/10.1016/j.apenergy.2019.01.050. Enjoy.
DOI: 10.5281/zenodo.3898495
title: Data Accompanying "Fracturing process of concrete under uniaxial and triaxial compression: insights from in-situ x-ray mechanical tests"

description: These are the datasets analysed in "Fracturing process of concrete under uniaxial and triaxial compression: insights from <em>in-situ</em> x-ray mechanical tests" by Stamati <em>et. al.</em> (submitted on June 2020 in Cement and Concrete Research) The datasets contain the reconstructed x-ray 3D images of selected tests and the corresponding DVC analysis. Note that details regarding the DVC analysis can be found in the paper. Each folder contains a separate test; uniaxial compression ("<em>C-02"</em>) and triaxial compression at 5MPa ("<em>TX5-01"</em>), 10MPa ("T<em>X10-01</em>") and 15MPa ("<em>TX15-01</em>") confining pressures. For each test, folder 01 contains the first scan, where 01 is the reference state for the DVC analyis. Folder 01 also contains the image of the labelled largest aggregates used for the discrete DVC. Folrders 02-XX contain the scans at intermediate loading steps and the corresponding DVC analysis; "<em>reg</em>" contains the registration result in downscaled 2-binning images. "<em>ddic</em>" contains the discrete DVC computation. "<em>ldic</em>" contains the local DVC computation, before and after the merge and filtering of the grid and discrete DVC fields. "<em>strains</em>" contains the strain fields coming from the corrected merged DVC field. Folder "<em>stressStrain</em>" contains the stress-strain curves measured during the tests after subtracting the displacement corresponding to the loading system. Folder "<em>doubleScanUniaxial</em>" contains the two reconstructed images of the "repeated scan" of the uniaxial tests, from which the DVC measurement uncertainties were evaluated.
DOI: 10.5281/zenodo.3898494
title: Data Accompanying "Fracturing process of concrete under uniaxial and triaxial compression: insights from in-situ x-ray mechanical tests"

description: These are the datasets analysed in "Fracturing process of concrete under uniaxial and triaxial compression: insights from <em>in-situ</em> x-ray mechanical tests" by Stamati <em>et. al.</em> (submitted on June 2020 in Cement and Concrete Research) The datasets contain the reconstructed x-ray 3D images of selected tests and the corresponding DVC analysis. Note that details regarding the DVC analysis can be found in the paper. Each folder contains a separate test; uniaxial compression ("<em>C-02"</em>) and triaxial compression at 5MPa ("<em>TX5-01"</em>), 10MPa ("T<em>X10-01</em>") and 15MPa ("<em>TX15-01</em>") confining pressures. For each test, folder 01 contains the first scan, where 01 is the reference state for the DVC analyis. Folder 01 also contains the image of the labelled largest aggregates used for the discrete DVC. Folrders 02-XX contain the scans at intermediate loading steps and the corresponding DVC analysis; "<em>reg</em>" contains the registration result in downscaled 2-binning images. "<em>ddic</em>" contains the discrete DVC computation. "<em>ldic</em>" contains the local DVC computation, before and after the merge and filtering of the grid and discrete DVC fields. "<em>strains</em>" contains the strain fields coming from the corrected merged DVC field. Folder "<em>stressStrain</em>" contains the stress-strain curves measured during the tests after subtracting the displacement corresponding to the loading system. Folder "<em>doubleScanUniaxial</em>" contains the two reconstructed images of the "repeated scan" of the uniaxial tests, from which the DVC measurement uncertainties were evaluated.
DOI: 10.5281/zenodo.3896363
title: A2aR Oligomeric assemblies identified from coarse-grained simulations using large complex membranes

description: This deposit contains the oligomeric assemblies of A2a receptor sampled using coarse-grained simulations in different membrane environments. The molecular dynamics simulations studied how A2aR oligomerization was affected by i/ different receptor conformations (inactive/active); ii/ different protein densities (9 copies or 16 copies in a 45nm x 45 nm complex membrane); and iii/ the presence of PIP2 lipids (9-copy and 9copy NoPIP2). ############################################### Each tar.gz (a compressed file format) contains the oligomeric assemblies sampled in the simulations condition indicated by its file name. The tar.gz file was named as: <em>{Density}_{Presence of PIP2}_{Receptor Conformation}_{Oligomeric Order}.tar.gz</em><strong> </strong> where <em>{Density}</em> denotes whether 9 or 16 copies of the receptor in the simulations system; <em>{Presence of PIP2}</em> denotes whether PIP2 lipids were included in the membrane; <em>{Receptor Conformation}</em> denotes whether the receptor in the simulations was in the inactive or active states; and <em>{Oligomeric Order}</em> denotes the number of protomers in the oligomeric assemblies, i.e. OS2 denotes dimers, OS3 denotes trimers, OS4 denotes tetramers, etc. ############################################### Once decompressed, each tar.gz contains three directories: pdb, gro and tiff. The pdb directory contains the atomistic coordinates of oligomeric assemblies in the pdb format. The pdb file is named as <em>cl{NUM}_frameidx{IDX}_AA_charmm.pdb </em> where cl{num} denotes cluster id from which the structure was taken. All the oligomers of the same oligomeric order were put together and then clustered using K-means to identify different oligomeric assemblies; frameidx{IDX} denotes the frame idx from which the structure was taken. 100 structures were randomly each cluster if the cluster contained more than 100 structures otherwise all the structures in the cluster were written out. These structures were identified by their frame idx; and AA_charmm denotes that the structure is in atomistic model that was converted from coarse-grained modelled using CHARMM force field. The gro directory contains the same atomistic coordinates of the oligomeric assemblies in the gromos format (used in GROMACS simulation software). The tiff directory contains snapshots of the oligomeric assemblies, in the tiff format. These snapshots files were named as <em>{Oligomeric Order}.{Cluster id}_{View Direction}.tiff </em> where {Oligomeric Order} denotes the oligomeric order; {Cluster id} denotes the cluster id; and {View Direction} denotes the direction from which the snapshot was taken. "top" means the snapshot was taken from the extracellular side and "bottom" from the intracellular side.
DOI: 10.15161/oar.it/30439
title: CovidStat project data

description: This record contains the daily updated data of the CovidStat project. CovidStat is a project carried out by the CovidStat Working Group at INFN, whose creation was promoted within the Italian National Institute of Nuclear Physics with the aim of making a statistical analysis of the data provided daily by the Civil Protection on the spread of the pandemic in Italy. CovidStat data can interactively be browsed at https://covid19.infn.it.
description: The software to process this Root TTree is in the related identifier. Be sure to use the right corresponding version, based on the data in which Root TTree was generated.
DOI: 10.5281/zenodo.3898674
title: FAIR in practice reference list

description: This is a collection of information curated by the FAIR Practice Task Force of the EOSC FAIR Working Group. It aims to provide a reading list of published information on efforts to apply the FAIR principles. Please read the README tab in the spreadsheet for instructions on how to use this resource.
description: Corresponding author for this deposit is Neil Chue Hong
DOI: 10.21227/v3ng-qv48
title: Optimal feature configuration for malware detection datasets

description: Datasets consiting of features extracted from API calls, network activity and Cuckoo signatures of 19994 public files of different types.
DOI: 10.21227/qhw3-yp47
title: Optimal feature configuration for malware detection datasets

description: Datasets consiting of features extracted from API calls, network activity and Cuckoo signatures of 19994 public files of different types.
DOI: 10.5519/qd.1ii7nc6y
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1501 records)
DOI: 10.5281/zenodo.3898631
title: Piano Dataset

description: Piano dataset containing 127 audios from the 6 first exercises of Hanon's The Virtuoso Pianist, and the corresponding onset and chroma labeling. It is used for the automatic assessment of piano exercises. It also contains the annotation (.JSON) and lilypond (.ly) files for the feature extraction and visualization of the music score of each exercise, as well as the pretrained model files (all_exs_p.joblib and all_ex_r.joblib).
DOI: 10.5281/zenodo.3898630
title: Piano Dataset

description: Piano dataset containing 127 audios from the 6 first exercises of Hanon's The Virtuoso Pianist, and the corresponding onset and chroma labeling. It is used for the automatic assessment of piano exercises. It also contains the annotation (.JSON) and lilypond (.ly) files for the feature extraction and visualization of the music score of each exercise, as well as the pretrained model files (all_exs_p.joblib and all_ex_r.joblib).
DOI: 10.5281/zenodo.3899899
title: Philippine PISA Ability Grouping Study

description: This is the dataset and code for the Philippine PISA ability grouping paper.
DOI: 10.5281/zenodo.3899898
title: Philippine PISA Ability Grouping Study

description: This is the dataset and code for the Philippine PISA ability grouping paper.
DOI: 10.15129/807ed4df-9699-4049-8680-0e487301e878
title: Data for: "Sequential plan-view imaging of sub-surface structures in the transmission electron microscope"

description: This dataset contains the figure files for the manuscript, and a spreadsheet (.xls) for the plot in Figure 3.
DOI: 10.5284/1079011
title: Land Adjacent to Islington Lane, Winster, Derbyshire. Historic Building Recording (OASIS ID: archaeol5-391136)

description: Archaeological Research Services Ltd was commissioned by Asa Richard Cooper to undertake a historic building recording of a barn on land adjacent to Islington Road. The historic building recording was undertaken to discharge condition 9 of the planning permission prior to conversion of the building for domestic use. The barn off of Islington Road, Winster was constructed in the 19th century and was utilised well into the 20th century as an outfarm. It is bounded on its eastern side by Islington Road and on its north and western sides by a courtyard. Another, modern structure is situated to the north of the building. The barn itself has been constructed in four phases, with the initial construction of the barn and two subsequent extensions in the 19th century. A lean-to has been added to the northern elevation of the building, which was likely inserted in the 20th century.
DOI: 10.5281/zenodo.3887948
title: Supplementary Materials for "MicroRNAs associated with biological pathways of left- and right-sided colorectal cancer"

description: Supplementary materials for the paper entitled "MicroRNAs associated with biological pathways of left- and right-sided colorectal cancer".
DOI: 10.5281/zenodo.3887947
title: Supplementary Materials for "MicroRNAs associated with biological pathways of left- and right-sided colorectal cancer"

description: Supplementary materials for the paper entitled "MicroRNAs associated with biological pathways of left- and right-sided colorectal cancer".
DOI: 10.5281/zenodo.3899892
title: Dataset to replicate experiments in "Image Feature Learning with Genetic Programming" paper

description: The zip file contains Dataset to replicate experiments in "Image Feature Learning with Genetic Programming" paper published at the PPSN 2020 conference. This package also contains a version of Lenet5 to classify the MNIST digits. MNIST dataset has been corrupted with salt noise. We made white a different proportion of the pixel at random (5% 10% 30% 40%).
DOI: 10.5281/zenodo.3899891
title: Dataset to replicate experiments in "Image Feature Learning with Genetic Programming" paper

description: The zip file contains Dataset to replicate experiments in "Image Feature Learning with Genetic Programming" paper published at the PPSN 2020 conference. This package also contains a version of Lenet5 to classify the MNIST digits. MNIST dataset has been corrupted with salt noise. We made white a different proportion of the pixel at random (5% 10% 30% 40%).
DOI: 10.5519/qd.u9sfq9kt
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1 records)
DOI: 10.5281/zenodo.3899953
title: taborskamar/The-relationship-between-epixylic-bryophyte-communities-and-microclimate: first release

description: This is the first release
DOI: 10.5281/zenodo.3899952
title: taborskamar/The-relationship-between-epixylic-bryophyte-communities-and-microclimate: first release

description: This is the first release
DOI: 10.5281/zenodo.3899962
title: Projected freshwater needs of the energy sector in the European Union and the UK

description: This dataset contains the projections of future freshwater demands of the energy sector (primary energy supply and transformation in power plants and oil refineries) in the EU and the United Kingdom for the period 2015-2050, in 5-year steps. The projections are estimated by the combination of water withdrawal and consumption factors for different energy technologies under six energy scenarios, at national and NUTS2 level, as described in the JRC technical report: Hidalgo Gonzalez, I., Medarac, H. and Magagna, D., Projected freshwater needs of the energy sector in the European Union and the UK, EUR 30266 EN, Publications Office of the European Union, Luxembourg, 2020, ISBN 978-92-76-19829-1 (online), doi:10.2760/796885 (online), JRC121030.
DOI: 10.5281/zenodo.3899961
title: Projected freshwater needs of the energy sector in the European Union and the UK

description: This dataset contains the projections of future freshwater demands of the energy sector (primary energy supply and transformation in power plants and oil refineries) in the EU and the United Kingdom for the period 2015-2050, in 5-year steps. The projections are estimated by the combination of water withdrawal and consumption factors for different energy technologies under six energy scenarios, at national and NUTS2 level, as described in the JRC technical report: Hidalgo Gonzalez, I., Medarac, H. and Magagna, D., Projected freshwater needs of the energy sector in the European Union and the UK, EUR 30266 EN, Publications Office of the European Union, Luxembourg, 2020, ISBN 978-92-76-19829-1 (online), doi:10.2760/796885 (online), JRC121030.
DOI: 10.21227/c6dp-2h61
title: Indian Cautionary Traffic Sign data-set

description: In this the Indian Cautionary Traffic sign data-set has been proposed for classifying the cautionary traffic signs. It is composed of more than 9900 images clustered in 17 different classes. The dataset is trained with different convolutional neural networks and the performance of the classification has been compared and analyzed and achieved high performance when compared with state - of- the - art methodologies
DOI: 10.5281/zenodo.3899959
title: Data set for validation of a Python script for computation of Protein-Ligand Interaction Fingerprints

description: <strong>Data set for for validation of the Protein-Ligand Interaction Fingerprints, which includes examples of protein structures (original PDB and equilibrated) and molecular dynamics trajectories (equilibration and ligand dissociation generated using Random Acceleration MD simulations, RAMD)</strong> <strong>2YKI </strong>- protein-ligand complex , PDB ID 2YKI<br> - 2yki_MOE.pdb complex with hydrogen added and energy minimized using MOE software (https://www.chemcomp.com/)<br> - ligand_2yki_MOE.mol2 and ligand_2yki_MOE.pdb - ligand structure with hydrogens prepered by MOE software (https://www.chemcomp.com/) <strong>6EI5</strong> - MD trajectory of the protein-ligand complex generated from PDB ID 6EI5<br> - ref-min.pdb minimized structure<br> - ref.prmtop topology file<br> - moe.mol2 - ligand structure in mol2 format<br> - amber2namd2.dcd generated MD trajectory <strong>SAD_3-RAMD-03-2020.pkl </strong>- a pkl dataset with IFPs generated from RAMD dissociation trajectory of the complex PDB ID: 5LQ9 (trajectories from the paper Front. Mol. Biosci., 2019 DOI:10.3389/fmolb.2019.00036) <strong>HSP90_Gromacs.zip </strong>- an archive that contains three pkl data sets of protein-ligand IFPs (for three HSP90 complexes; PDB ID: 5J64, 5J86, 5LQ9) generated from RAMD dissociation trajectories simulated using new Gromacs-RAMD engine (https://github.com/HITS-MCM/gromacs-ramd) The rest of the files contains data obtained from simulation of the complex of GPCR muscarinic receptor M2 (PDB ID:4MQT; immersed in a mixed membrane: 50% CHL, 30% POPC, 20% POPE) with a small molecule agonist iperoxo. <br> - <strong>IXO.pdb and moe.mol2 </strong>- PDBand MOL2 structure of iperoxo<br> - <strong>AMBER_eq.tar.gz</strong> - structure of the equilibrated complex generated using AMBER software<br> -<strong> NAMD_eq.tar.gz </strong>- two equilibration trajectories in dcd format generated using NAMD software <br> - <strong>RAMD_eq.tar.gz </strong>- dissociation tarjectoris of iprtoxo from the M2 protein generated from the last snapshot of two NAMD equilibration trajectories (for each case 2 RAMD dissociaiton trajectories are available)
DOI: 10.3886/e119921v1
title: MOLECULAR INFORMATICS : A BOOK

description: In this Book we will discuss three chapters in a condensed pdf attached . 1) Molecular Informatics : A Disclosure ( Ref : Retrieved from https://encyclopedia.pub/1036 ) 2 ) BIOINFORMATICS : A BRIEF REVIEW ( Ref : RG / July 2019 ) 3 ) CHEMOINFORMATICS : A REVIEW OF DRUG DESIGN ( RG / July 2019 )
DOI: 10.3886/e119921v2
title: MOLECULAR INFORMATICS : A BOOK

description: In this Book we will discuss three chapters in a condensed pdf attached . 1) Molecular Informatics : A Disclosure ( Ref : Retrieved from https://encyclopedia.pub/1036 ) 2 ) BIOINFORMATICS : A BRIEF REVIEW ( Ref : RG / July 2019 ) 3 ) CHEMOINFORMATICS : A REVIEW OF DRUG DESIGN ( RG / July 2019 )
description: This review correlates the two aspects between the important structural statistical physical properties of Bio-Polymers and the data flow diagram or ALGOL of C++ Programming .The correlation of the above two will be considered as Biological application of IT ie BIO- INFORMATICS.In continuationI wish to note the basic PHARMACOKINETIC ASPECTS , through PHYSICAL CHEMISTRY concept . The basic concepts can be introduced with different types of software for THEORETICAL DRUG DESIGN .we will look back some basic aspects of stereochemical conformation of Bio-Oganic rmolecule as an application of informatics aspects of C++ coding . The Bio-Informatics software Modelling is conservatively based on Visual C++ including C coding . The graphic interface ( GUI )of this Visual tool - Integrated Developement Environment can be correlated to Character Interface ( CUI ) . The Bio-Organic molecule includes mainly Protein , Genetic Structural Properties , Medicinal Organic Molecule ie Proteomix , Genomix & SAR studies
DOI: 10.21227/vbc0-9v56
title: javad rashidzadeh, جواد رشیدزاده

description: Javad Rashidzadeh was born in Mashhad, Iran, in1991. He received the B.S. degree in electrical engineering from the Iran University of Science and Technology, Tehran, in 2014 and the M.S. degree in electrical engineering from Shahed University, Tehran, in 2017.He is currently as a researcher with the Malek-Ashtar University of Technology. His research interests are electromagneticism, high-frequency machines, and electrical machine design.
DOI: 10.21227/gba6-qy79
title: javad rashidzadeh, جواد رشیدزاده

description: Javad Rashidzadeh was born in Mashhad, Iran, in1991. He received the B.S. degree in electrical engineering from the Iran University of Science and Technology, Tehran, in 2014 and the M.S. degree in electrical engineering from Shahed University, Tehran, in 2017.He is currently as a researcher with the Malek-Ashtar University of Technology. His research interests are electromagneticism, high-frequency machines, and electrical machine design.
DOI: 10.5281/zenodo.3899983
title: ANTI CAR JACK SYSTEM

description: TO DETECT THE VEHICLES
DOI: 10.5281/zenodo.3899988
title: ANTI CAR JACK SYSTEM

description: TO DETECT THE VEHICLES
DOI: 10.5281/zenodo.3899982
title: ANTI CAR JACK SYSTEM

description: TO DETECT THE VEHICLES
DOI: 10.5281/zenodo.3900005
title: Experiments, drainage, 2D Hele Shaw cell

description: Drainage experiment in a horizontal two_dimensional Hele-Shaw cell
DOI: 10.5281/zenodo.3900004
title: Experiments, drainage, 2D Hele Shaw cell

description: Drainage experiment in a horizontal two_dimensional Hele-Shaw cell
DOI: 10.5519/qd.fifybgly
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1 records)
DOI: 10.5281/zenodo.3828058
title: Deduplicate DICOM Contour

description: Deduplicate DICOM Contour
DOI: 10.5281/zenodo.3828015
title: Deduplicate DICOM Contour

description: Deduplicate DICOM Contour
DOI: 10.25386/genetics.12498896
title: Supplemental Material for Margres et al., 2020

description: Supp_File_1. Raw tumor volume data for regressed and non-regressed tumor samples from focal study site that underwent whole-genome sequencing.<br>Supp_File_2. Raw functional genomic data for growth rate and qPCR assays
DOI: 10.25386/genetics.12498896.v1
title: Supplemental Material for Margres et al., 2020

description: Supp_File_1. Raw tumor volume data for regressed and non-regressed tumor samples from focal study site that underwent whole-genome sequencing.<br>Supp_File_2. Raw functional genomic data for growth rate and qPCR assays
DOI: 10.5519/qd.boam52bi
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (12 records)
DOI: 10.5281/zenodo.3899942
title: Lagrangian particle dataset (2 years) for Agulhas region surface flow

description: This is a .npz file containing the longitudes and latitudes of approximately 24,000 virtual Lagrangian particles (0.2 degree in longitude and latitude initial spacing) released on January 5, 2000 in the eastern South Atlantic Ocean and advected for 2 years. The data was used for the detection of finite-time coherent sets (Agulhas rings), see this github repository for the usage and this github repository for simulation details. Trajectories were simulated using OceanParcels (https://oceanparcels.org/), with surface currents derived from a NEMO-ORCA 006 run, available at http://opendap4gws.jasmin.ac.uk/thredds/nemo/root/catalog.html.