cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.4282611
title: Equipment Sensor Data from Semiconductor Frontend Production

description: This data set was generated in accordance with the semiconductor industry and contains sensor recordings from high-precision and high-tech production equipment. Basically, the semiconductor production consists of hundreds of process steps performing physical and chemical operations on so-called wafers, i.e. slices based on semiconductor material. Typically, bunches of wafers are aggregated into so-called lots of size 25, which always pass through the same operations in the production chain. In the production chain, each process equipment is equipped with several sensors recording physical parameters like gas flow, temperature, voltage, etc., resulting in so-called sensor data recorded during each process step. To keep the entire production as stable as possible, the sensor data is used in order to intervene in case of deviations. After the production, each device on the wafer is tested in the most careful way resulting in so-called wafer test data. In some cases, suspicious patterns occur in the wafer test data potentially leading to failure. In this case the root cause must be found in the production chain. For this purpose, the given sensor data is provided. The aim is to find correlations between the wafer test data and the sensor data in order to identify the root cause. The given data is divided into three data sets: "equipment1.csv", "equipment2.csv" and "response.csv". "equipment1.csv" and "equipment2.csv" represent the sensor data for two process equipment. The "response.csv" data set contains the corresponding wafer test data. For the unique identification, the first two columns in each data set are the lot number and the wafer number respectively. It must be mentioned that the number of wafers contained can vary within but also between the equipment. The exact column structure is given as follows: for "equipment1.csv" and "equipment2.csv": lot: the lot number wafer: the wafer number timestamp: the timestamp of the respective sensor recordings (176 timestamps per wafer - represented as approximately every second one recording for the sensors) sensor_1: the recordings of the first sensor sensor_2: the recordings of the second sensor ... sensor_56: the recordings of the last sensor "sensor_1"-"sensor_24" belongs to "equipment1" and "sensor_25"-"sensor_56" belongs to "equipment2". for "response.csv": lot: the lot number wafer: the wafer number response: the numerical test values class: the "good"/"bad" classification depending on the response value (threshold: 0,75)
DOI: 10.5281/zenodo.4282541
title: MicroED datasets from 3 proteinase K wedge-shaped lamellae

description: Plunge-frozen grids containing crystals of proteinase K with approximate dimensions of 12 x 10 x 10 µm were coated with a layer of organoplatinum using the in situ gas injection system of the Scios DualBeam cryoFIB instrument (Thermo Fisher Scientific). A series of initial milling steps produced lamellae of approximately 0.5 µm thickness. Wedged lamellae were then generated by tilting the stage through a defined angle away from the initial milling position before further milling from the underside only. The defined angle was calculated to produce a lamella where the leading edge measured approximately 200 nm and the back edge of the crystal within the lamella measured approximately 400 nm. Electron diffraction data were collected using a Thermo Fisher Scientific Talos Arctica transmission electron microscope equipped with a Ceta-D camera. The microscope was operated at an accelerating voltage of 200 kV using gun lens 8, a spot size of 11 and a 50 µm C2 aperture. These conditions gave a beamsize of 1.3 µm and an approximate electron dose of 0.04 e/Å<sup>2</sup>/s at the sample position. Diffraction images can be read in DIALS using the FormatMRC plug-in, after renaming the files to conform to a standard serial number template.
DOI: 10.5281/zenodo.4282540
title: MicroED datasets from 3 proteinase K wedge-shaped lamellae

description: Plunge-frozen grids containing crystals of proteinase K with approximate dimensions of 12 x 10 x 10 µm were coated with a layer of organoplatinum using the in situ gas injection system of the Scios DualBeam cryoFIB instrument (Thermo Fisher Scientific). A series of initial milling steps produced lamellae of approximately 0.5 µm thickness. Wedged lamellae were then generated by tilting the stage through a defined angle away from the initial milling position before further milling from the underside only. The defined angle was calculated to produce a lamella where the leading edge measured approximately 200 nm and the back edge of the crystal within the lamella measured approximately 400 nm. Electron diffraction data were collected using a Thermo Fisher Scientific Talos Arctica transmission electron microscope equipped with a Ceta-D camera. The microscope was operated at an accelerating voltage of 200 kV using gun lens 8, a spot size of 11 and a 50 µm C2 aperture. These conditions gave a beamsize of 1.3 µm and an approximate electron dose of 0.04 e/Å<sup>2</sup>/s at the sample position. Diffraction images can be read in DIALS using the FormatMRC plug-in, after renaming the files to conform to a standard serial number template.
DOI: 10.6084/m9.figshare.13265582
title: Building density & Rooftop PV potential

description: Two datasets are presented. The blgdens100m.zip shows the EU-building density map in 100 m × 100 m resolution raster, (building area in m<sup>2</sup> per 10 000 m<sup>2</sup> or hectare) for all Europe. The second dataset RooftopPVpotential_EU.zip (vector) provides the modelled rooftop area and the technical and economic solar PV potential for Europe at regional level. <br>
DOI: 10.6084/m9.figshare.13265582.v1
title: blgdens100m.zip

description: Two datasets are presented. The blgdens100m.zip shows the EU-building density map in 100 m × 100 m resolution raster, (building area in m<sup>2</sup> per 10 000 m<sup>2</sup> or hectare) for all Europe. The second dataset RooftopPVpotential_EU.zip (vector) provides the modelled rooftop area and the technical and economic solar PV potential for Europe at regional level. <br>
DOI: 10.25386/genetics.13265153
title: Supplemental Material for Zhang, et al. 2020

description: <b>The primers used in this study, predicted genomic polymorphic loci between TM-1 and the <i>im</i> mutant, detection on polymorphic loci during target region in Chr.A03 in <i>im </i>mutant and three different cotton accessions with fluffy fiber genotype, and GO enrichment analysis of differentially expressed genes between TM-1 and the<i> im</i> mutant are listed as Table S1-S4 in File S1, respectively. </b><b>Supplemental Figures and legends are listed in File S2.</b>
DOI: 10.25386/genetics.13265153.v1
title: Supplemental Material for Zhang, et al. 2020

description: <b>The primers used in this study, predicted genomic polymorphic loci between TM-1 and the <i>im</i> mutant, detection on polymorphic loci during target region in Chr.A03 in <i>im </i>mutant and three different cotton accessions with fluffy fiber genotype, and GO enrichment analysis of differentially expressed genes between TM-1 and the<i> im</i> mutant are listed as Table S1-S4 in File S1, respectively. </b><b>Supplemental Figures and legends are listed in File S2.</b>
DOI: 10.5281/zenodo.4281058
title: ClassicalGSG logP dataset

description: This dataset includes small molecules which were used in our paper "ClassicalGSG: Prediction of logP Using Classical Molecular Force Fields and Geometric Scattering for Graph." It contains multiple test and training sets where each set includes mol2, CGenFF parameter (str), GAFF parameter, and logP value files of the molecules.
DOI: 10.6084/m9.figshare.12770123
title: Hardware.zip

description: The provided files allow to have the used microphone hardware of the publication "Multichannel acoustic source and image dataset for the cocktail party effect in hearing aid and implant users" replicated by a PCB Assembly Service.<br>
DOI: 10.6084/m9.figshare.12770123.v1
title: Hardware.zip

description: The provided files allow to have the used microphone hardware of the publication "Multichannel acoustic source and image dataset for the cocktail party effect in hearing aid and implant users" replicated by a PCB Assembly Service.<br>
DOI: 10.5281/zenodo.4282579
title: The Pulse of the Amazon: Fluxes of dissolved organic carbon, nutrients, and ions from the world's largest river

description: Water chemistry and discharge data for Amazon River @ Obidos.
DOI: 10.5281/zenodo.4282578
title: The Pulse of the Amazon: Fluxes of dissolved organic carbon, nutrients, and ions from the world's largest river

description: Water chemistry and discharge data for Amazon River @ Obidos.
DOI: 10.5281/zenodo.4282641
title: sensasi-delight/paper-2020-11: init

description: initial assets for paper 2020-11
DOI: 10.6084/m9.figshare.12770717
title: Human_Subjects_Audio_ID_02.zip

description: All recordings and source files for the measurements with this subject. For details, please see the "Methods" section of the publication "Multichannel acoustic source and image dataset for the cocktail party effect in hearing aid and implant users".
DOI: 10.6084/m9.figshare.12770717.v1
title: Human_Subjects_Audio_ID_02.zip

description: All recordings and source files for the measurements with this subject. For details, please see the "Methods" section of the publication "Multichannel acoustic source and image dataset for the cocktail party effect in hearing aid and implant users".
DOI: 10.6084/m9.figshare.12770714
title: Human_Subjects_Audio_ID_01.zip

description: All recordings and source files for the measurements with this subject. For details, please see the "Methods" section of the publication "Multichannel acoustic source and image dataset for the cocktail party effect in hearing aid and implant users".
DOI: 10.6084/m9.figshare.12770714.v1
title: Human_Subjects_Audio_ID_01.zip

description: All recordings and source files for the measurements with this subject. For details, please see the "Methods" section of the publication "Multichannel acoustic source and image dataset for the cocktail party effect in hearing aid and implant users".
DOI: 10.6084/m9.figshare.12770897
title: Human_Subjects_Audio_ID_05.zip

description: All recordings and source files for the measurements with this participant. For details, please see the "Methods" section of the publication "Multichannel acoustic source and image dataset for the cocktail party effect in hearing aid and implant users".
DOI: 10.6084/m9.figshare.12770897.v1
title: Human_Subjects_Audio_ID_05.zip

description: All recordings and source files for the measurements with this participant. For details, please see the "Methods" section of the publication "Multichannel acoustic source and image dataset for the cocktail party effect in hearing aid and implant users".
DOI: 10.6084/m9.figshare.12770894
title: Human_Subjects_Audio_ID_06.zip

description: All recordings and source files for the measurements with this participant. For details, please see the "Methods" section of the publication "Multichannel acoustic source and image dataset for the cocktail party effect in hearing aid and implant users".
DOI: 10.6084/m9.figshare.12770894.v1
title: Human_Subjects_Audio_ID_06.zip

description: All recordings and source files for the measurements with this participant. For details, please see the "Methods" section of the publication "Multichannel acoustic source and image dataset for the cocktail party effect in hearing aid and implant users".
DOI: 10.6084/m9.figshare.12770891
title: Human_Subjects_Audio_ID_07.zip

description: All recordings and source files for the measurements with this participant. For details, please see the "Methods" section of the publication "Multichannel acoustic source and image dataset for the cocktail party effect in hearing aid and implant users".
DOI: 10.6084/m9.figshare.12770891.v1
title: Human_Subjects_Audio_ID_07.zip

description: All recordings and source files for the measurements with this participant. For details, please see the "Methods" section of the publication "Multichannel acoustic source and image dataset for the cocktail party effect in hearing aid and implant users".
DOI: 10.6084/m9.figshare.12770888
title: Human_Subjects_Audio_ID_08.zip

description: All recordings and source files for the measurements with this participant. For details, please see the "Methods" section of the publication "Multichannel acoustic source and image dataset for the cocktail party effect in hearing aid and implant users".
DOI: 10.6084/m9.figshare.12770888.v1
title: Human_Subjects_Audio_ID_08.zip

description: All recordings and source files for the measurements with this participant. For details, please see the "Methods" section of the publication "Multichannel acoustic source and image dataset for the cocktail party effect in hearing aid and implant users".
DOI: 10.6084/m9.figshare.12771005
title: Human_Subjects_Audio_ID_04.zip

description: All recordings and source files for the measurements with this participant. For details, please see the "Methods" section of the publication "Multichannel acoustic source and image dataset for the cocktail party effect in hearing aid and implant users".
DOI: 10.6084/m9.figshare.12771005.v1
title: Human_Subjects_Audio_ID_04.zip

description: All recordings and source files for the measurements with this participant. For details, please see the "Methods" section of the publication "Multichannel acoustic source and image dataset for the cocktail party effect in hearing aid and implant users".
DOI: 10.6084/m9.figshare.12771020
title: Human_Subjects_Audio_ID_03.zip

description: All recordings and source files for the measurements with this participant. For details, please see the "Methods" section of the publication "Multichannel acoustic source and image dataset for the cocktail party effect in hearing aid and implant users".
DOI: 10.6084/m9.figshare.12771020.v1
title: Human_Subjects_Audio_ID_03.zip

description: All recordings and source files for the measurements with this participant. For details, please see the "Methods" section of the publication "Multichannel acoustic source and image dataset for the cocktail party effect in hearing aid and implant users".
DOI: 10.6084/m9.figshare.12771026.v1
title: Human_Subjects_Audio_ID_20.zip

description: All recordings and source files for the measurements with this participant. For details, please see the "Methods" section of the publication "Multichannel acoustic source and image dataset for the cocktail party effect in hearing aid and implant users".
DOI: 10.6084/m9.figshare.12771026
title: Human_Subjects_Audio_ID_20.zip

description: All recordings and source files for the measurements with this participant. For details, please see the "Methods" section of the publication "Multichannel acoustic source and image dataset for the cocktail party effect in hearing aid and implant users".
DOI: 10.6084/m9.figshare.12771092.v1
title: Human_Subjects_Audio_ID_19.zip

description: All recordings and source files for the measurements with this participant. For details, please see the "Methods" section of the publication "Multichannel acoustic source and image dataset for the cocktail party effect in hearing aid and implant users".
DOI: 10.6084/m9.figshare.12771092
title: Human_Subjects_Audio_ID_19.zip

description: All recordings and source files for the measurements with this participant. For details, please see the "Methods" section of the publication "Multichannel acoustic source and image dataset for the cocktail party effect in hearing aid and implant users".
DOI: 10.6084/m9.figshare.12771218
title: Human_Subjects_Audio_ID_18.zip

description: All recordings and source files for the measurements with this participant. For details, please see the "Methods" section of the publication "Multichannel acoustic source and image dataset for the cocktail party effect in hearing aid and implant users".
DOI: 10.6084/m9.figshare.12771218.v1
title: Human_Subjects_Audio_ID_18.zip

description: All recordings and source files for the measurements with this participant. For details, please see the "Methods" section of the publication "Multichannel acoustic source and image dataset for the cocktail party effect in hearing aid and implant users".
DOI: 10.6084/m9.figshare.13265840.v1
title: Additional file 2 of Functional genomic analyses uncover APOE-mediated regulation of brain and cerebrospinal fluid beta-amyloid levels in Parkinson disease

description: Additional file 2. Supplemental Tables.
DOI: 10.6084/m9.figshare.13265840
title: Additional file 2 of Functional genomic analyses uncover APOE-mediated regulation of brain and cerebrospinal fluid beta-amyloid levels in Parkinson disease

description: Additional file 2. Supplemental Tables.
DOI: 10.6084/m9.figshare.13265846
title: Additional file 1 of Medicine recalls in Saudi Arabia: a retrospective review of drug alerts (January 2010–January 2019)

description: Additional file 1. Tha Excell collection data from January 2010 – January 2019 taken from the SFDA website.
DOI: 10.6084/m9.figshare.13265846.v1
title: Additional file 1 of Medicine recalls in Saudi Arabia: a retrospective review of drug alerts (January 2010–January 2019)

description: Additional file 1. Tha Excell collection data from January 2010 – January 2019 taken from the SFDA website.
DOI: 10.6084/m9.figshare.13265847
title: Additional file 1 of Functional genomics of AP-2α and AP-2γ in cancers: in silico study

description: Additional file 1. Content of modules from particular Monocle3 approach.
DOI: 10.6084/m9.figshare.13265847.v1
title: Additional file 1 of Functional genomics of AP-2α and AP-2γ in cancers: in silico study

description: Additional file 1. Content of modules from particular Monocle3 approach.
DOI: 10.6084/m9.figshare.13265858.v1
title: Additional file 1 of Supra-company apprenticeship training in Austria: a synopsis of empirical findings on a possibly early phase of a new pillar within VET

description: Additional file 1. Scat graph plus Data.
DOI: 10.6084/m9.figshare.13265858
title: Additional file 1 of Supra-company apprenticeship training in Austria: a synopsis of empirical findings on a possibly early phase of a new pillar within VET

description: Additional file 1. Scat graph plus Data.
DOI: 10.6084/m9.figshare.13265871.v1
title: Additional file 1 of Reliability and validity of pelvic floor muscle strength assessment using the MizCure perineometer

description: Additional file 1. All raw data.
DOI: 10.6084/m9.figshare.13265871
title: Additional file 1 of Reliability and validity of pelvic floor muscle strength assessment using the MizCure perineometer

description: Additional file 1. All raw data.
DOI: 10.6084/m9.figshare.12771221
title: Human_Subjects_Audio_ID_17.zip

description: All recordings and source files for the measurements with this participant. For details, please see the "Methods" section of the publication "Multichannel acoustic source and image dataset for the cocktail party effect in hearing aid and implant users".
DOI: 10.6084/m9.figshare.12771221.v1
title: Human_Subjects_Audio_ID_17.zip

description: All recordings and source files for the measurements with this participant. For details, please see the "Methods" section of the publication "Multichannel acoustic source and image dataset for the cocktail party effect in hearing aid and implant users".
DOI: 10.6084/m9.figshare.13265916
title: Additional file 1 of Characterization of an N-terminal Nav1.5 channel variant – a potential risk factor for arrhythmias and sudden death?

description: Additional file 1. List of genes included in the TruSight Cardio Panel (Illumina).
DOI: 10.6084/m9.figshare.13265916.v1
title: Additional file 1 of Characterization of an N-terminal Nav1.5 channel variant – a potential risk factor for arrhythmias and sudden death?

description: Additional file 1. List of genes included in the TruSight Cardio Panel (Illumina).
DOI: 10.6084/m9.figshare.13265940.v1
title: Additional file 2 of Comparative analysis of human microglial models for studies of HIV replication and pathogenesis

description: Additional file 2: Table S1. Table of 780 microglia-enriched genes as outlined in the text, related to Fig. 4b.
DOI: 10.6084/m9.figshare.12771236.v1
title: Human_Subjects_Audio_ID_16.zip

description: All recordings and source files for the measurements with this participant. For details, please see the "Methods" section of the publication "Multichannel acoustic source and image dataset for the cocktail party effect in hearing aid and implant users".
DOI: 10.6084/m9.figshare.12771236
title: Human_Subjects_Audio_ID_16.zip

description: All recordings and source files for the measurements with this participant. For details, please see the "Methods" section of the publication "Multichannel acoustic source and image dataset for the cocktail party effect in hearing aid and implant users".
DOI: 10.6084/m9.figshare.13265958.v1
title: Additional file 8 of Comparative analysis of human microglial models for studies of HIV replication and pathogenesis

description: Additional file 8: Table S3. RNAseq datasets included in the analysis of this paper and submitted to the GEO database.
DOI: 10.6084/m9.figshare.13265940
title: Additional file 2 of Comparative analysis of human microglial models for studies of HIV replication and pathogenesis

description: Additional file 2: Table S1. Table of 780 microglia-enriched genes as outlined in the text, related to Fig. 4b.
DOI: 10.6084/m9.figshare.13265958
title: Additional file 8 of Comparative analysis of human microglial models for studies of HIV replication and pathogenesis

description: Additional file 8: Table S3. RNAseq datasets included in the analysis of this paper and submitted to the GEO database.
DOI: 10.6084/m9.figshare.13265961
title: Additional file 9 of Comparative analysis of human microglial models for studies of HIV replication and pathogenesis

description: Additional file 9: Table S4. Listing of published datasets downloaded from the GEO database and used as comparators in this study.
DOI: 10.6084/m9.figshare.13265946
title: Additional file 4 of Comparative analysis of human microglial models for studies of HIV replication and pathogenesis

description: Additional file 4: Table S2. Listing of fifteen selected microglial genes relevant to Fig. 5.
DOI: 10.6084/m9.figshare.13265961.v1
title: Additional file 9 of Comparative analysis of human microglial models for studies of HIV replication and pathogenesis

description: Additional file 9: Table S4. Listing of published datasets downloaded from the GEO database and used as comparators in this study.
DOI: 10.6084/m9.figshare.13265970
title: Additional file 1 of New viral biogeochemical roles revealed through metagenomic analysis of Lake Baikal

description: Table S1. Detailed description of all the analysed Baikal scaffolds. Fields include Completeness inferred by VirSorter. For each taxonomic level from domain to species: taxon name, number of CRISPR hits, number of homology matches hits, number of shared tRNA hits. Scaffold length. For each taxonomic level from domain to species: closest relative (CR) average amino acid identity (AAI), number of matched protein encoding genes (PEGs), percentage of matched PEGs relative to the total number of PEGs identified in the scaffold, and CR taxon name. MD5: MD5 checksum of scaffold sequence. Number of identified protein encoding genes. True_Virus: indicating if the scaffold was classified as a bona fide virus sequence. VP: Viral population to which scaffold was assigned. VirFinder score and p-value, VirSorter category, percentage of scaffold PEGs matched to pVOGs database, total number of hits to pVOGs database and added viral quotient (AVQ) of these hits. (XLS 61331 kb)
DOI: 10.6084/m9.figshare.13265946.v1
title: Additional file 4 of Comparative analysis of human microglial models for studies of HIV replication and pathogenesis

description: Additional file 4: Table S2. Listing of fifteen selected microglial genes relevant to Fig. 5.