cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/ydbmr9v3g3.1
title: AIMSim: An accessible cheminformatics platform for similarity operations on chemicals datasets

description: The recent advances in deep learning, generative modeling, and statistical learning have ushered in a renewed interest in traditional cheminformatics tools and methods. Quantifying molecular similarity is essential in molecular generative modeling, exploratory molecular synthesis campaigns, and drug-discovery applications to assess how new molecules differ from existing ones. Most tools target advanced users and lack general implementations accessible to the larger community. In this work, we introduce Artificial Intelligence Molecular Similarity (AIMSim), an accessible cheminformatics platform for performing similarity operations on collections of molecules called molecular datasets. AIMSim provides a unified platform to perform similarity-based tasks on molecular datasets, such as diversity quantification, outlier and novelty analysis, clustering, dimensionality reduction, and inter-molecular comparisons. AIMSim implements all major binary similarity metrics and molecular fingerprints and is provided as a Python package that includes support for command-line use as well as a Graphical User Interface for code-free utilization with fully interactive plots.
DOI: 10.17632/z7mypchgfz.1
title: ColESo: Collection of exact solutions for verification of numerical algorithms for simulation of compressible flows

description: ColESo is a set of subroutines that evaluate particular solutions of the Euler equations, the Navier – Stokes equations, and their linearized versions. These solutions were used by the author for the verification of high-order methods for the compressible flow simulation. It is convenient to use an exact solution when it is available for each point of the computational domain, accurate enough, and quick to evaluate. A solution given by a composition of elementary functions is usually a good choice, but the set of such solutions is too limited. ColESo adds to this set several solutions in integral form and provides their quick calculation with a good accuracy.
DOI: 10.17632/zcwk7zzt9y.1
title: Biot-Savart routines with minimal floating point error

description: A set of routines to compute the magnetic vector potential and magnetic field of two types of current carriers is presented. The (infinitely thin) current carrier types are a straight wire segment and a circular wire loop. The routines are highly accurate and exhibit the correct asymptotic behavior far away from and close to the current carrier. A suitable global set of test points is introduced and the methods presented in this work are tested against results obtained using arbitrary-precision arithmetic on all test points. The results are accurate to approximately 16 decimal digits of precision when computed using 64 bit floating point arithmetic. There are a few exceptions where accuracy drops to 13 digits. These primitive current carrier types can be used to assemble more complex arrangements, such as a current along a polygon (by means of defining straight wire segments from point to point along the polygon) and a multi-winding coil with circular cross-section. Reference data is provided along with the code for benchmarks with other implementations.
DOI: 10.3886/e190485
title: Data and Code for "Terms of the deal were not announced: Accounting for mergers with unpublicized values"

description: This workspace contains data and code for the article "Terms of the deal were not announced: Accounting for mergers with unpublicized values." The article is summarized as follows. <br><br>Most economy-wide studies of merger activity ignore deals whose terms are not announced. Using US data, I find that restricting attention to mergers with publicized values eliminates 60% or more of transactions. Exploiting a change in antitrust law, I find that mergers with unpublicized values are competitively significant. The data even suggest that these transactions reflect, at least in part, strategic attempts to avoid enforcement actions by escaping detection. Last, relying on an idiosyncratic feature of accounting standards to infer their size distribution, I find that ignoring mergers with unpublicized values under-measures the extent of stealth consolidation by 40%.<br><br>
DOI: 10.3886/e190485v1
title: Data and Code for "Terms of the deal were not announced: Accounting for mergers with unpublicized values"

description: This workspace contains data and code for the article "Terms of the deal were not announced: Accounting for mergers with unpublicized values." The article is summarized as follows. <br><br>Most economy-wide studies of merger activity ignore deals whose terms are not announced. Using US data, I find that restricting attention to mergers with publicized values eliminates 60% or more of transactions. Exploiting a change in antitrust law, I find that mergers with unpublicized values are competitively significant. The data even suggest that these transactions reflect, at least in part, strategic attempts to avoid enforcement actions by escaping detection. Last, relying on an idiosyncratic feature of accounting standards to infer their size distribution, I find that ignoring mergers with unpublicized values under-measures the extent of stealth consolidation by 40%.<br><br>
DOI: 10.17632/zt9r8pp8kr.1
title: MSGCorep: A package for corepresentations of magnetic space groups

description: Motivated by easy access to complete corepresentation (corep) data of all the 1651 magnetic space groups (MSGs) in three-dimensional space, we have developed a Mathematica package MSGCorep to provide an offline database of coreps and various functions to manipulate them, based on our previous package SpaceGroupIrep. One can use the package MSGCorep to obtain the elements of any MSG and magnetic little group, to calculate the multiplication of group elements, to obtain the small coreps at any k-point and full coreps of any magnetic k-star for any MSG and show them in a user-friendly table form, to calculate and show the decomposition of direct products of full coreps between any two specified magnetic k-stars, and to determine the small coreps of energy bands. Both single-valued and double-valued coreps are supported. In addition, the 122 magnetic point groups (MPGs) and their coreps are also supported by this package. To the best of our knowledge, MSGCorep is the first package that is able to calculate the direct product of full coreps for any MSG and able to determine small coreps of energy bands for general purpose. In a word, the MSGCorep package is an offline database and tool set for MSGs, MPGs, and their coreps, and it is very useful to study the symmetries in magnetic (type-I, -III, and -IV MSGs) and nonmagnetic (type-II MSGs) materials.
DOI: 10.6084/m9.figshare.22734983
title: Kanawha River, WV, USA, River water level and flow

description: Debugged datasets for three river gage heights and flow hourly readings from 2008 to 2022 for a regulated river between consecutive dams. Locations are Marmet Tailwater, Charleston and Winfield Pool which are part of the Kanawha River, West Virginia. We appreciate USACE at Huntington, WV for providing data for the three river gage heights. Flow and gage height at Charleston is available in https://waterdata.usgs.gov/monitoring-location/03193000/
DOI: 10.3886/e130542v1-137926
title: National Neighborhood Data Archive (NaNDA): Urbanicity by Census Tract, United States, 2010

description: This dataset contains measures of the urban/rural characteristics of each census tract in the United States. These include proportions of urban and rural population, population density, rural/urban commuting area (RUCA) codes, and RUCA-based four- and seven- category urbanicity scales. <br><br>A curated version of this data is available through ICPSR at https://www.icpsr.umich.edu/web/ICPSR/studies/38606/versions/V1<br>
description: All census tracts in the United States, including Puerto Rico. . Smallest Geographic Unit: census tract
DOI: 10.25318/3310055101-eng
title: Financial and employment statistics for enterprises, by province, territory and region

description: Selected financial and employment variables for enterprises presented in millions of dollars at the industry and industry aggregation level, as well as at the provincial, territorial and regional level.
DOI: 10.25318/3310055101-fra
title: Statistiques financières et sur les emplois pour les entreprises, selon la province, le territoire et la région

description: Certaines variables financières et sur les emplois pour des entreprises exprimées au niveau de l'industrie et au niveau de l'agrégation industrielle, en plus des niveaux provincial, territorial et régional.
DOI: 10.6084/m9.figshare.22316641.v2
title: Integrated scRNA-seq data in scIBD

description: Data files used in scIBD (www.scibd.cn) is also available here. Gene expression matrix Integrated gene expression matrix of scIBD (Anndata object in H5AD format) (scIBD.gex_matrix.h5ad) Integrated gene expression matrix of scIBD (Seurat object in RDS format) (scIBD.gex_matrix.rds) Meta data of scIBD (scIBD_sample_meta_data.txt.gz) Differential expressed genes Differential expressed genes across cell subtypes within each major cluster (scIBD.deg_by_major_cluster.rds) Differential activated regulons Differential regulons between healthy and disease in each major cluster (scIBD.diff_regulon_by_major_cluster.rds)
DOI: 10.21227/nm4g-yd98
title: S1SLC_CVDL: A Complex-Valued Annotated Single Look Complex Sentinel-1 SAR dataset for Complex-Valued Deep Networks

description: Development of the Complex-Valued (CV) deep learning architectures has enabled us to exploit the amplitude and phase components of the CV Synthetic Aperture Radar (SAR) data. However, most of the available annotated SAR datasets provide only the amplitude information (Only detected SAR data) and disregard the phase information. The lack of high-quality and large-scale annotated CV-SAR datasets is a significant challenge for developing CV deep learning algorithms in remote sensing. In order to tackle this problem, a large-scale semantically annotated CV-SAR dataset is developed using the Single Look Complex (SLC) StripMap (SM) Sentinel-1 (S1) SAR data in two polarization channels (HH and HV) for Complex-Valued Deep Learning applications (S1SLC_CVDL). The S1SLC_CVDL dataset comprises 276,571 CV-SAR patches (100×100 pixel), derived from three scenes acquired over Chicago and Houston in the Uniate States, and Sao Paulo in Brazil in May 2021. These three scenes are selected to cover different landcovers including various vegetation covers, constructed areas and water bodies. The CV-SAR patches in this dataset are semantically annotated in 7 different classes, including, Agricultural fields (AG), Forest and Woodlands (FR), High Density Urban Areas (HD), High Rise Buildings (HR), Low Density Urban Areas (LD), Industrial Regions (IR), and Water Regions (WR). Refer to the cited articles for more information about the dataset and the selected S1 scenes.Overall, the S1SLC_CVDL dataset provides semantically annotated CV-SAR data which can serve as a valuable resource for researchers and practitioners in the field of CV deep architecture developments for remote sensing applications.
DOI: 10.3886/e190121
title: Data and Code for: Do Tax Increases Tame Inflation?

description: Replication materials for AEA Papers and Proceedings article: "Do Tax Increases Tame Inflation?"<br><br>Abstract: Do Tax Increases Tame Inflation? “Yes” for personal income taxes but “No” for corporate income taxes. Using narrative-identified US federal tax changes post-WWII and disaggregated sectoral data on consumer and producer prices, we show that higher average personal income tax rates lower prices across a broad range of sectors, but higher average corporate tax rates do not. There is also significant sectoral heterogeneity in the size of the effects. Finally, only personal tax increases lower inflation expectations, while corporate tax increases lead to persistent declines in stock prices. Our results are consistent with personal taxes affecting aggregate demand and corporate taxes persistently affecting supply conditions.<br>
DOI: 10.3886/e190121v1
title: Data and Code for: Do Tax Increases Tame Inflation?

description: Replication materials for AEA Papers and Proceedings article: "Do Tax Increases Tame Inflation?"<br><br>Abstract: Do Tax Increases Tame Inflation? “Yes” for personal income taxes but “No” for corporate income taxes. Using narrative-identified US federal tax changes post-WWII and disaggregated sectoral data on consumer and producer prices, we show that higher average personal income tax rates lower prices across a broad range of sectors, but higher average corporate tax rates do not. There is also significant sectoral heterogeneity in the size of the effects. Finally, only personal tax increases lower inflation expectations, while corporate tax increases lead to persistent declines in stock prices. Our results are consistent with personal taxes affecting aggregate demand and corporate taxes persistently affecting supply conditions.<br>
DOI: 10.3886/e190501
title: Code for The Effects of Higher Student Loan Limits on Access to High-Earnings Graduate Programs

description: This study the effects of the creation of Grad PLUS loans on access to high earnings programs.
DOI: 10.3886/e190501v1
title: Code for The Effects of Higher Student Loan Limits on Access to High-Earnings Graduate Programs

description: This study the effects of the creation of Grad PLUS loans on access to high earnings programs.
DOI: 10.25318/2010005601-eng
title: Monthly retail trade sales by province and territory

description: Retail trade, sales, Canada, provinces, territories and specific Census Metropolitan Areas based on the North American Industry Classification System (NAICS), monthly.
DOI: 10.25318/2010005601-fra
title: Ventes mensuelles du commerce de détail par province et territoire

description: Commerce de détail, ventes, Canada, provinces, territoires et Régions métropolitaines de recensement spécifiques, fondé sur le Système de classification des industries de l'Amérique du Nord (SCIAN), mensuel.
DOI: 10.5519/qd.y310fdm1
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (575 records)
DOI: 10.5281/zenodo.7892235
title: Supporting data for "Conformational and state-specific effects in reactions of 2,3-dibromobutadiene with Coulomb-crystallized calcium ions"

description: Supporting data for "Conformational and state-specific effects in reactions of 2,3-dibromobutadiene with Coulomb-crystallized calcium ions”, Phys. Chem. Chem. Phys (2023), DOI: 10.1039/D3CP01416A
DOI: 10.5281/zenodo.7892234
title: Supporting data for "Conformational and state-specific effects in reactions of 2,3-dibromobutadiene with Coulomb-crystallized calcium ions"

description: Supporting data for "Conformational and state-specific effects in reactions of 2,3-dibromobutadiene with Coulomb-crystallized calcium ions”, Phys. Chem. Chem. Phys (2023), DOI: 10.1039/D3CP01416A
DOI: 10.25318/2010006701-eng
title: Monthly retail sales, price, and volume, seasonally adjusted

description: Retail trade sales, price, and volume, for Canada, includes all members under North American Industry Classification System. Data is seasonally adjusted, available on a monthly basis in dollars x 1,000,000.
DOI: 10.5519/qd.an0zqzk9
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (3649 records)
DOI: 10.5519/qd.lzx37wys
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (16 records)
DOI: 10.5519/qd.8bvcsu8b
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (451 records)
DOI: 10.25318/2010006701-fra
title: Ventes mensuelles au détail, prix et volume, désaisonnalisées

description: Ventes au détail, prix et volume, pour le Canada, pour tous les membres sous la dimension Système de classification des industries de l'Amérique du Nord (SCIAN). Les données sont désaisonnalisées et disponibles mensuellement en dollars X 1 000 000.
DOI: 10.5519/qd.2hyuttec
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (4 records)
DOI: 10.5281/zenodo.7892331
title: Dataset for "State-dependence of the equilibrium climate sensitivity in a clear-sky GCM" by Matthew Henry et al. (2023).

description: Dataset for "State-dependence of the equilibrium climate sensitivity in a clear-sky GCM" by Matthew Henry, Geoffrey K. Vallis, Nicholas J. Lutsko, Jacob T. Seeley, and Brett A. McKim.
DOI: 10.5519/qd.rfjdzb7s
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (3 records)
DOI: 10.5519/qd.x8nwm35g
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1879 records)
DOI: 10.5519/qd.v07jxsh5
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (213 records)
DOI: 10.5519/qd.58rrbqja
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (52 records)
DOI: 10.6084/m9.figshare.22744196
title: JGR-Atmospheres-2023

description: The dataset includes the experimental datas used in this paper, and the source codes which can produce the numerical simulation results.
DOI: 10.6084/m9.figshare.22744196.v1
title: JGR-Atmospheres-2023

description: The dataset includes the experimental datas used in this paper, and the source codes which can produce the numerical simulation results.
DOI: 10.25318/1310086601-eng
title: SARS-CoV-2 antibody seroprevalence from past infection, by region, sex and age group

description: Dried blood spot testing was used to detect antibodies against SARS-CoV-2, the virus that causes COVID-19. The proportion of Canadians who have antibodies from infection is referred to as the seroprevalence of SARS-CoV-2.
DOI: 10.5519/qd.ezemszoo
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (2171 records)
DOI: 10.5519/qd.6w3hdoxa
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (3378 records)
DOI: 10.5519/qd.plw6qwby
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (2295 records)
DOI: 10.6084/m9.figshare.22745367
title: Basin-scale 3D modelling of the Northern Upper Rhine Graben: insights on basement fault-related geothermal flow pathways

description: Supplementary table 1.
DOI: 10.6084/m9.figshare.22745367.v1
title: Basin-scale 3D modelling of the Northern Upper Rhine Graben: insights on basement fault-related geothermal flow pathways

description: Supplementary table 1.
DOI: 10.6084/m9.figshare.22745373
title: Basin-scale 3D modelling of the Northern Upper Rhine Graben: insights on basement fault-related geothermal flow pathways

description: Supplementary table 2.
DOI: 10.6084/m9.figshare.22745373.v1
title: Basin-scale 3D modelling of the Northern Upper Rhine Graben: insights on basement fault-related geothermal flow pathways

description: Supplementary table 2.
DOI: 10.25318/1310086601-fra
title: Séroprévalence des anticorps contre le SRAS-CoV-2 provenant d'une infection antérieure, selon la région, le sexe et le groupe d'âge

description: Le test de tache de sang séché a été utilisé pour détecter les anticorps contre le SRAS-CoV-2, le virus qui cause la COVID-19. La proportion de Canadiens qui ont des anticorps est appelée la séroprévalence au SRAS-CoV-2.
DOI: 10.5281/zenodo.7892265
title: D6.6 - White goods pilot report - Test user feedback of 9 users

description: During the pilot phase, usage and consumption data is generated during the use of the appliance and sent to the ConnectLife app. The logged data consists of, among others, store time stamps, program choice, program duration, washing temperature, and error codes, this provided a continuous stream of raw data. As a result of these insights, individual user consumption data can be compared to the average user consumption data of users (reference data). This allows for providing details feedback to users regarding their program choices and the timing of conducting washing cycles. In addition, average consumption values are included (in grey) in order to create a reference for evaluation and recommendation. The green and red smileys indicate if the test user is below or above the average value, resulting in a note on how to improve the environmental burden.
DOI: 10.5281/zenodo.7892266
title: D6.6 - White goods pilot report - Test user feedback of 9 users

description: During the pilot phase, usage and consumption data is generated during the use of the appliance and sent to the ConnectLife app. The logged data consists of, among others, store time stamps, program choice, program duration, washing temperature, and error codes, this provided a continuous stream of raw data. As a result of these insights, individual user consumption data can be compared to the average user consumption data of users (reference data). This allows for providing details feedback to users regarding their program choices and the timing of conducting washing cycles. In addition, average consumption values are included (in grey) in order to create a reference for evaluation and recommendation. The green and red smileys indicate if the test user is below or above the average value, resulting in a note on how to improve the environmental burden.
DOI: 10.5281/zenodo.7892229
title: D6.6 - White goods pilot report - Test user feedback

description: During the pilot phase, usage and consumption data is generated during the use of the appliance and sent to the ConnectLife app. The logged data consists of, among others, store time stamps, program choice, program duration, washing temperature, and error codes, this provided a continuous stream of raw data. As a result of these insights, individual user consumption data can be compared to the average user consumption data of users (reference data). This allows for providing details feedback to users regarding their program choices and the timing of conducting washing cycles. In addition, average consumption values are included (in grey) in order to create a reference for evaluation and recommendation. The green and red smileys indicate if the test user is below or above the average value, resulting in a note on how to improve the environmental burden.
DOI: 10.5281/zenodo.7892228
title: D6.6 - White goods pilot report - Test user feedback

description: During the pilot phase, usage and consumption data is generated during the use of the appliance and sent to the ConnectLife app. The logged data consists of, among others, store time stamps, program choice, program duration, washing temperature, and error codes, this provided a continuous stream of raw data. As a result of these insights, individual user consumption data can be compared to the average user consumption data of users (reference data). This allows for providing details feedback to users regarding their program choices and the timing of conducting washing cycles. In addition, average consumption values are included (in grey) in order to create a reference for evaluation and recommendation. The green and red smileys indicate if the test user is below or above the average value, resulting in a note on how to improve the environmental burden.
DOI: 10.5281/zenodo.7892172
title: D6.6 - White goods pilot report - LCA Data set

description: This is the data set used for the LCA of a pay-per-wash washing machine from Gorenje. The LCA compares the pay-per-wash washing machine to a washing machine that is sold in a traditional way.
DOI: 10.5281/zenodo.7892173
title: D6.6 - White goods pilot report - LCA Data set

description: This is the data set used for the LCA of a pay-per-wash washing machine from Gorenje. The LCA compares the pay-per-wash washing machine to a washing machine that is sold in a traditional way.
DOI: 10.5281/zenodo.7889844
title: D2.1 - Demonstrator baseline and market characteristics report - Transcripts of interviews with a French company

description: This is the transcript of the interviews with a French company for D2.1 "Demonstrator baseline and market characteristics report" defining the current baseline and the target/improved circular business models for two demonstrators and analyzing both demonstrators´ market characteristics and their impact on the target circular business models.