cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.35003/bmfshw/uiidxi
title: 1-s2.0-S0012821X17300353-gr001.sml

description: Fig. 1. Variation of Cu contents of Martian meteorites with MgO contents. Overall, Cu and MgO in different groups of shergottites show a broadly negative correlation ([Cu] μg/g = −0.42 * [MgO] wt.% + 14.9, R2 = 0.80, n = 12, including olivine in shergottites). The estimated Cu content of the Martian mantle is from Taylor (2013) and confirmed by our new data. Multiple analyses of the same sample in the literature (Meyer, 2013) and the new data occasionally show variable Cu contents (dashed lines indicate samples where large differences have been reported), indicating the effect of sample heterogeneity on Cu abundances. Copper contents in three olivines from shergottites measured by laser ablation ICP-MS in Yang et al. (2015) were 3–7 μg/g or below the detect limit of 0.1 μg/g. Considering the low Cu content in ALH 84001 and the low bulk rock abundances of Cu in most shergottites, olivine should have very low Cu contents. Thus olivine is assumed to have low Cu contents of &lt;0.1 μg/g.
DOI: 10.35003/bmfshw/sghvxv
title: 1-s2.0-S0012821X17300353-gr002.sml

description: Fig. 2. Variations of Cu, S, Se and Te contents in Martian meteorites. Literature data are shown for comparison (Lodders, 1998, Meyer, 2013, Wang et al., 1998; Table S2). Note that the estimated Cu, S, Se and Te contents in the Martian mantle are from this study (data in this and the following figures are from Table 2).
DOI: 10.35003/bmfshw/zscjyt
title: 1-s2.0-S0012821X17300353-Zaicong_Wang_chalcophile_elements_2017_open manuscript.pdf

description: Open manuscript
DOI: 10.6084/m9.figshare.13567412
title: Supplementary data and research materials for "Geopolitical conflicts, sanctions, and international knowledge flows: EU-Russia collaboration during the Ukraine crisis"

description: ZIP-File with study data, STATA replication codes, and supplementary research materials for: <br> "Geopolitical conflicts, sanctions, and international knowledge flows: EU-Russia collaboration during the Ukraine crisis" <br> by Teemu Makkonen and Timo Mitze (2023) <br> published in: <em>The World Economy</em>. <br> Contact: tmitze@sam.sdu.dk
DOI: 10.6084/m9.figshare.13567412.v2
title: Supplementary data and research materials for "Geo-political conflicts, sanctions, and international knowledge flows: EU-Russia collaboration during the Ukraine crisis"

description: ZIP-File with study data, STATA replication codes, and supplementary research materials for: <br> "Geo-political conflicts, sanctions, and international knowledge flows: EU-Russia collaboration during the Ukraine crisis" <br> by Teemu Makkonen and Timo Mitze (2023) <br> published in: <em>The World Economy</em>. <br> Contact: tmitze@sam.sdu.dk
DOI: 10.21227/82zw-ad32
title: The data of laboratory slope model test

description: Combined with the pressure sensitive characteristics of corrugated diaphragm and the strain sensing characteristics of fiber Bragg grating (FBG), a kind of FBG sensor is developed to measure the seepage pressure change of soil in a small range. By carrying out the soil seepage flow monitoring test and the laboratory slope model test, and comparing the theoretical and measured values of these tests, it can be found that: it is feasible to apply FBG seepage pressure sensor to the seepage pressure monitoring of soil mass. The sensor can guarantee the validity and reliability of data in the medium-term or long-term monitoring process, and shows superior performance compared with conventional seepage pressure sensor. The FBG seepage pressure sensor has the characteristics of high sensitivity, stable long-term performance, high precision and strong real-time performance. It provides a new measurement method for the seepage pressure monitoring of soil mass within the range of 0 to 100 kPa.
DOI: 10.5445/ir/1000157789
title: Training and validation dataset of milling processes for time series prediction

description: Ziel des Datensatzes ist das Training sowie die Validierung von Modellen zur Prognose von Zeitreihen für Fräsprozesse. Hierfür wurden an einer DMG CMX 600 V durch eine Siemens Industrial Edge Prozesse mit einer Abtastrate von 500 Hz aufgenommen. Es wurde ein Prozess für das Modelltraining und ein Prozess für die Validierung aufgenommen, welche sowohl für die Bearbeitung von Stahl sowie von Aluminium verwendet wurden. Es wurden mehrere Aufnahmen mit und ohne Werkstück (Aircut) aufgenommen, um möglichst viele Fälle abdecken zu können.
DOI: 10.26249/fk2/gjfuon/jgyl6m
title: differential-checksums.zip

description: :unav
DOI: 10.26249/fk2/gjfuon
title: Source code for: Compiler-Implemented Differential Checksums: Effective Detection and Correction of Transient and Permanent Memory Errors

description: This data set contains the source code for the compiler-implemented differential checksums as described in the following publication: Christoph Borchert, Horst Schirmeier, and Olaf Spinczyk. Compiler-Implemented Differential Checksums: Effective Detection and Correction of Transient and Permanent Memory Errors. In Proceedings of the 53rd IEEE/IFIP International Conference on Dependable Systems and Networks (DSN '23). Piscataway, NJ, USA, June 2023. IEEE Press.
DOI: 10.5281/zenodo.7827952
title: Hybrid quantum-classical machine learning for generative chemistry and drug design: Generated molecules

description: Deep generative chemistry models emerge as powerful tools to expedite drug discovery. How- ever, the immense size and complexity of the structural space of all possible drug-like molecules pose significant obstacles, which could be overcome with hybrid architectures combining quantum computers with deep classical networks. As the first step toward this goal, we built a compact discrete variational autoencoder (DVAE) with a Restricted Boltzmann Machine (RBM) of reduced size in its latent layer. The size of the proposed model was small enough to fit on a state-of-the-art D-Wave quantum annealer and allowed training on a subset of the ChEMBL dataset of biologically active compounds. Finally, we generated 2331 novel chemical structures with medicinal chemistry and synthetic accessibility properties in the ranges typical for molecules from ChEMBL. The pre- sented results demonstrate the feasibility of using already existing or soon-to-be-available quantum computing devices as testbeds for future drug discovery applications.
description: Molecule datasets for paper "Hybrid quantum-classical machine learning for generative chemistry and drug design", A.I. Gircha, A.S. Boev, K. Avchaciov, P. O. Fedichev, and A.K. Fedorov. 1. Training dataset: train_set.txt 2. Molecules generated using the model with Gibbs sampling after 300 epochs of training: gibbs300.txt 3. Molecules generated using the model with Gibbs sampling after 75 epochs of training: gibbs75.txt gibbs75-1.txt 4. Molecules generated using the model with D-Wave sampling after 75 epochs of training: dw75-1.txt dw75-2.txt dw75-3.txt dw75-4.txt dw75-5.txt dw75-6.txt
description: {"references": ["arXiv:2108.11644"]}
DOI: 10.5281/zenodo.7827951
title: Hybrid quantum-classical machine learning for generative chemistry and drug design: Generated molecules

description: Deep generative chemistry models emerge as powerful tools to expedite drug discovery. How- ever, the immense size and complexity of the structural space of all possible drug-like molecules pose significant obstacles, which could be overcome with hybrid architectures combining quantum computers with deep classical networks. As the first step toward this goal, we built a compact discrete variational autoencoder (DVAE) with a Restricted Boltzmann Machine (RBM) of reduced size in its latent layer. The size of the proposed model was small enough to fit on a state-of-the-art D-Wave quantum annealer and allowed training on a subset of the ChEMBL dataset of biologically active compounds. Finally, we generated 2331 novel chemical structures with medicinal chemistry and synthetic accessibility properties in the ranges typical for molecules from ChEMBL. The pre- sented results demonstrate the feasibility of using already existing or soon-to-be-available quantum computing devices as testbeds for future drug discovery applications.
description: Molecule datasets for paper "Hybrid quantum-classical machine learning for generative chemistry and drug design", A.I. Gircha, A.S. Boev, K. Avchaciov, P. O. Fedichev, and A.K. Fedorov. 1. Training dataset: train_set.txt 2. Molecules generated using the model with Gibbs sampling after 300 epochs of training: gibbs300.txt 3. Molecules generated using the model with Gibbs sampling after 75 epochs of training: gibbs75.txt gibbs75-1.txt 4. Molecules generated using the model with D-Wave sampling after 75 epochs of training: dw75-1.txt dw75-2.txt dw75-3.txt dw75-4.txt dw75-5.txt dw75-6.txt
description: {"references": ["arXiv:2108.11644"]}
DOI: 10.6084/m9.figshare.19260677.v2
title: Data Carpentry Image Processing Data (beta)

description: These files are intended for use with the Data Carpentry Image Processing with Python curriculum (https://datacarpentry.org/image-processing/). Files will be useful for instructors teaching this curriculum in a workshop setting, as well as individuals working through these materials on their own. <br> This curriculum uses a variety of example images, chosen to illustrate different concepts and techniques in image processing. Several of the images might be described as biological or scientific - e.g. bacterial colonies, plant seedlings and root clusters, well plates - but others are of common objects, e.g. remote controls, paper shapes, etc.<br> --- <br> beads.jpg: a photograph of twelve coloured glass beads on a white background. <br> board.jpg: a photograph of a whiteboard covered in writing in two different colours <br> centers.txt: pixel coordinates of the centre of each well in the 96-well plate captured in wellplate-01.jpg <br> chair.jpg: a photograph of an armchair <br> colonies-01.tif: a photograph of bacterial colonies growing on a circular plate of medium <br> colonies-02.tif: a photograph of bacterial colonies growing on a circular plate of medium <br> colonies-03.tif: a photograph of bacterial colonies growing on a circular plate of medium <br> eight.tif: a 5x3 pixel binary image with intensities in the shape of an "8" <br> gaussian-original.png: a drawn image combining text and simple shapes with the primary purpose to demonstrate the effects of blurring on the image <br> maize-root-cluster.jpg: a photograph of a the roots of a maize plant, alongside a hand-written label <br> maize-roots-grayscale.jpg: a grayscale photograph of five maize seedlings with roots growing in laboratory medium, accompanied by a hand-written label <br> maize-seedlings.tif: a photograph of five maize seedlings growing in laboratory medium, accompanied by a hand-written label <br> plant-seedling.jpg: a photograph of a young plant growing next to a hand-written label <br> remote-control.jpg: a photograph of a television remote control <br> shapes-01.jpg: a photograph of a variety of shapes cut out from paper of different colours <br> shapes-02.jpg: a photograph of a variety of shapes cut out from paper of different colours <br> sudoku.png: an image of a typical sudoku puzzle <br> tree.jpg: a photograph of a tree <br> trial-016.jpg: a photograph of a the roots of a maize plant, alongside a hand-written label <br> trial-020.jpg: a photograph of a the roots of a maize plant, alongside a hand-written label <br> trial-216.jpg: a photograph of a the roots of a maize plant, alongside a hand-written label <br> trial-293.jpg: a photograph of a the roots of a maize plant, alongside a hand-written label<br> wellplate-01.jpg: a photograph of a 96-well pate, captured from above <br> wellplate-02.tif : a photograph of a 96-well pate, captured from above <br>
DOI: 10.6084/m9.figshare.22494475
title: Household appliances’ load profile generation based on data-analytic device operation and resident activities

description: This study discloses a load profile dataset of major household appliances for load flexibility (LF) utilization in residential sectors. To generate the profiles, measured load consumption patterns of each appliance and residents’ time-use survey data are analysed. Representative appliances used during the customers’ daily activities are defined and their power consumption profiles during a single operation cycle are collected according to various scenarios. The entire dataset is available at one-second intervals for daily profiles of individual appliances. The dataset can be used in multiple ways to contribute to the economic and environmental impact estimation of LF application, such as market/rate design, customer targeting, and electricity system planning.
DOI: 10.15129/e31fe899-cfa6-47a3-8960-fad048c43d23
title: Data for: "Automated Machine Learning Strategies for Multi-Parameter Optimisation of a Caesium-Based Portable Zero-Field Magnetometer"

description: Data for: "Automated Machine Learning Strategies for Multi-Parameter Optimisation of a Caesium-Based Portable Zero-Field Magnetometer". Full data collection methods described in paper. Data is provided in a compressed folder. Within the folder an excel workbook file (.xlsx) containing all data pertaining to each figure is found, titled by figure. Within each figure file, separate tabs indicate data for sub figures.
DOI: 10.5255/ukda-sn-855779
title: Relationship Between Climate Change, Debt, Nutrition and Health During COVID-19 Pandemic, 2022

description: Running between 2019 and 2022, the project ‘Depleted by Debt? Focusing a gendered lens on climate resilience, credit and nutrition in Cambodia and South India’ has undertaken cutting-edge interdisciplinary research during the COVID-19 pandemic on some of the most pressing issues impacting rural communities today. The data collected - via quantitative surveys, semi-structured qualitative interviews, and photo-elicitation -evidences how household over-indebtedness needs to be understood and tackled in tandem with the climate crisis and the negative impacts these are both having on people’s health and well-being.
DOI: 10.35003/zw5gxo
title: Replication Data for: Halogen and Cl isotopic systematics in Martian phosphates: Implications for the Cl cycle and surface halogen reservoirs on Mars.

description: • In situ investigation of the Cl and halogen concentrations in Martian meteorites. • Cl compositions in Martian meteorites controlled by interactions with the surface halogens and perchlorate. • Evidence for early and widespread interaction between Martian meteorites, Martian hydrosphere, and Martian atmosphere. • Similar bulk initial Cl isotope composition between the Earth, Moon, and Mars.
DOI: 10.35003/zw5gxo/q80ql8
title: 1-s2.0-S0012821X16305854-mmc01.tab

description: MMC 1. Supplementary Tables: Raw Cl isotopic measurements for standards and unknowns over two analytical sessions.
DOI: 10.35003/zw5gxo/nlgvvq
title: 1-s2.0-S0012821X16305854-gr002.jpg

description: Fig. 2. Halogen ratios (Cl/I, Cl/Br, and ClF) vs. halogen concentrations (in μg/g). The gray field is defined by SaU 005, NWA 4864, Zagami, and Tissint, which show no secondary features in microprobe mapping or major element concentrations (McCubbin et al., 2016). The Nakhla veins field in Cl/Br vs. Br is from Rao et al., 2005, while the trend for Meridiani rocks measured by the Opportunity lander is from Rao et al., 2009. The bulk nakhlite measurements are from Cartwright et al., 2013.
DOI: 10.35003/zw5gxo/mokjct
title: 1-s2.0-S0012821X16305854-gr001.jpg

description: Fig. 1. Halogen concentrations in μg/g vs. δ37Cl. The box heights and widths represent both range in both halogen concentrations and δ37Cl, respectively. Uncertainties are smaller than the boxes. The gray band represents the Earth's mantle δ37Cl compositions (Sharp et al., 2007, Sharp et al., 2013) and the red band represents measurements of Martian meteorite δ37Cl isotopic compositions by previous workers (Sharp et al., 2016). The red and gray bands do not indicate ranges in halogen concentrations for the Martian or terrestrial mantle. (For interpretation of the references to color in this figure legend, the reader is referred to the web version of this article.)
DOI: 10.35003/zw5gxo/8yc4yz
title: 1-s2.0-S0012821X16305854-gr004.jpg

description: Fig. 4. X-ray maps of Si, P, Cl, and Ca for a clast phosphate in NWA7533 indicating hydrothermal replacement of phosphate by silica rich veins.
DOI: 10.35003/zw5gxo/bqebdj
title: 1-s2.0-S0012821X16305854-gr006.jpg

description: Fig. 6. Schematic diagram of the Cl cycle on Mars proposed here. Recent basalts erupt with phosphates with a δ37Cl of −0.6‰, which is representative of the bulk Martian mantle. When on or near the surface, these phosphates interact with halogen rich brines that have incorporated isotopically fractionated Cl, which occurred by photochemistry in the atmosphere (a minimum of −55 to a maximum of +5‰, Jackson et al., 2010) or the soil (which would have a similar composition). The perchlorate on the Martian surface that is likely incorporated into the Martian brines has a δ37Cl of −55 to −1‰ (Farley et al., 2016).
DOI: 10.35003/zw5gxo/my3xda
title: 1-s2.0-S0012821X16305854-gr003.jpg

description: Fig. 3. Electron microprobe x-ray maps of P, Cl, and F in phosphates from LAR12011 (A, B), Tissint (C), NWA7533 (D), and ALH84001 (E). Scale bar units are counts. Clear zonation in the halogens is apparent in LAR12011 and NWA7533. This zone of enrichment in LAR12011 corresponds with increasingly negative δ37Cl (−3‰ vs. −6‰). Additional x-ray maps for other grains and for elements Si, Fe, and Ca available in Supplementary Materials.
DOI: 10.35003/zw5gxo/gycmln
title: 1-s2.0-S0012821X16305854-gr005.jpg

description: Fig. 5. Standard mixing calculation with a 80 μg/g initial phosphate Cl concentration with an isotope composition of δ37Cl of −0.6, the average of SaU 005, NWA 4864, Zagami, and Tissint (Table 1) and a crustal Cl concentration of 5000 μg/g (Keller et al., 2006). Positive mixing end member δ37Cl is a hypothetical +5‰, which is seen as the maximum perchlorate δ37Cl value on Earth (Jackson et al., 2010) and negative δ37Cl of −14‰, the most negative perchlorate value on Earth (Jackson et al., 2010) and ranging to −51‰, which has been measured in Gale crater (Farley et al., 2016).
DOI: 10.35003/ssl4tb
title: Replication Data for: Mantle redox state drives outgassing chemistry and atmospheric composition of rocky planets.

description: Volcanic degassing of planetary interiors has important implications for their corresponding atmospheres. The oxidation state of rocky interiors affects the volatile partitioning during mantle melting and subsequent volatile speciation near the surface. Here we show that the mantle redox state is central to the chemical composition of atmospheres while factors such as planetary mass, thermal state, and age mainly affect the degassing rate. We further demonstrate that mantle oxygen fugacity has an effect on atmospheric thickness and that volcanic degassing is most efficient for planets between 2 and 4 Earth masses. We show that outgassing of reduced systems is dominated by strongly reduced gases such as H2, with only smaller fractions of moderately reduced/oxidised gases (CO, H2O). Overall, a reducing scenario leads to a lower atmospheric pressure at the surface and to a larger atmospheric thickness compared to an oxidised system. Atmosphere predictions based on interior redox scenarios can be compared to observations of atmospheres of rocky exoplanets, potentially broadening our knowledge on the diversity of exoplanetary redox states.
DOI: 10.35003/w6r91a
title: Replication Data for: Tellurium isotope cosmochemistry: Implications for volatile fractionation in chondrite parent bodies and origin of the late veneer.

description: Tellurium stable isotope compositions and abundances (δ128/126Te relative to SRM 3156) are reported for 43 ordinary, enstatite, and Rumuruti chondrites, which together with results from a companion study on carbonaceous chondrites are used to assess the origin of volatile element fractionations in chondrites. Whereas Te isotope variations among carbonaceous chondrites predominantly reflect mixing between isotopically light chondrules/chondrule precursors and CI-like matrix, Te isotope variations among non-carbonaceous chondrites mainly result from Te redistribution during parent body thermal metamorphism. The enstatite chondrites in particular display increasingly heavy Te isotopic compositions and decreasing Te concentrations with increasing degree of metamorphism, indicating migration of isotopically light Te from the strongly metamorphosed inner parts towards the cooler outer regions of the parent bodies. By contrast, ordinary and Rumuruti chondrites display less systematic Te isotope variations, implying more localized redistribution of Te during parent body thermal metamorphism.
DOI: 10.35003/w6r91a/yzqb3f
title: 1-s2.0-S0016703721003963-mmc2.docx

description: Supplementary information - Figure S1 and Table S1
DOI: 10.35003/w6r91a/ff5atz
title: 1-s2.0-S0016703721003963-mmc1.tab

description: Table Tellurium concentrations and isotope data of chondrites and terrestrial rocks
DOI: 10.35003/w6r91a/u7buvr
title: Tables.docx

description: :unav
DOI: 10.35003/w6r91a/ulvrau
title: Figures.docx

description: :unav
DOI: 10.4121/b05657a1-537b-479b-ab02-579755d3ae00
title: Data about: Acute Exercise on Motor Complex Consolidation: Exploring the executive function moderator role

description: Dataset containing demographics and exercise characteristics of each participant included in our study, and motor performance outcomes for each subject during every trial of the motor task.The aim of the present study was to evaluate the effects of a single high-intensity interval training (HIIT) on the consolidation of complex motor skills and investigate the differences between executive function (EF) demanding motor tasks and non-EF motor tasks. Sixty young adults practiced a golf putting task under Stroop effects (EF groups) or without (NEF groups). Immediately after, participants performed 13 minutes running HIIT session (EF-EXE; NEF-EXE) or rested (EF-REST; NEF-REST). Motor retention was assessed 7 days after motor skill acquisition.
DOI: 10.4121/b05657a1-537b-479b-ab02-579755d3ae00.v1
title: Data about: Acute Exercise on Motor Complex Consolidation: Exploring the executive function moderator role

description: Dataset containing demographics and exercise characteristics of each participant included in our study, and motor performance outcomes for each subject during every trial of the motor task.The aim of the present study was to evaluate the effects of a single high-intensity interval training (HIIT) on the consolidation of complex motor skills and investigate the differences between executive function (EF) demanding motor tasks and non-EF motor tasks. Sixty young adults practiced a golf putting task under Stroop effects (EF groups) or without (NEF groups). Immediately after, participants performed 13 minutes running HIIT session (EF-EXE; NEF-EXE) or rested (EF-REST; NEF-REST). Motor retention was assessed 7 days after motor skill acquisition.
DOI: 10.5281/zenodo.7828029
title: Online Survey: Impacts of Smells and Refactorings for Microservice Security

description: This file contains the responses given to an online survey by practitioners and researchers working with microservice applications. The survey was aimed at measuring their agreement/disagreement with the possible impacts of smells and refactorings for microservices security [1], which were elicited by means of thematic analysis of both white and grey literature on the topic. [1] https://doi.org/10.1016/j.jss.2022.111393