cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/h9ny2yy9hs.2
title: Quantum computation of the Cobb-Douglas utility function via the 2D-Clairaut differential equation

description: This paper introduces the integration of the Cobb-Douglas (CD) utility model with quantum computation, utilizing the Clairaut-type differential formula. We propose a novel economic-physical model using envelope theory to establish a direct link with quantum entanglement, thereby defining emergent probabilities in the optimal utility function for two goods within a given expenditure limit. The study illuminates the interaction between the CD model and quantum computation, emphasizing the elucidation of system entropy and the role of Clairaut differential equations in understanding the utility's optimal envelopes and intercepts. Innovative algorithms utilizing the 2D-Clairaut differential equation are introduced for the quantum formulation of the CD function, showcasing accurate representation in quantum circuits for one and two qubits. Our empirical findings, validated through IBM-Q computer simulations, align with analytical predictions, demonstrating the robustness of our approach. This methodology articulates the utility-budget relationship within the CD function through a clear model based on envelope representation and canonical line equations, where normalized intercepts signify probabilities. The efficiency and precision of our results, especially in modeling one- and two-qubit quantum entanglement within econometrics, surpass those of IBM-Q simulations, which require extensive iterations for comparable accuracy. This underscores our method's effectiveness in merging economic models with quantum computation.
DOI: 10.17632/xp2np983wc.1
title: Code used in "ESG: A Panacea for Market Power?" published in Journal of Financial Economics

description: Numerical calculation files

Both files are Matlab files

capitulation: implements numerical analysis described in Online Appendix G, "Examples of capitulation and deterrence in ESG competition" 

Ncompstatv2: implements the numerical calculation referenced in Online Appendix J, "Comparative static with respect to number of firms N," and produces Figure J.1
DOI: 10.17632/h9ny2yy9hs.3
title: Quantum computation of the Cobb-Douglas utility function via the 2D-Clairaut differential equation

description: This paper introduces the integration of the Cobb-Douglas (CD) utility model with quantum computation, utilizing the Clairaut-type differential formula. We propose a novel economic-physical model using envelope theory to establish a direct link with quantum entanglement, thereby defining emergent probabilities in the optimal utility function for two goods within a given expenditure limit. The study illuminates the interaction between the CD model and quantum computation, emphasizing the elucidation of system entropy and the role of Clairaut differential equations in understanding the utility's optimal envelopes and intercepts. Innovative algorithms utilizing the 2D-Clairaut differential equation are introduced for the quantum formulation of the CD function, showcasing accurate representation in quantum circuits for one and two qubits. Our empirical findings, validated through IBM-Q computer simulations, align with analytical predictions, demonstrating the robustness of our approach. This methodology articulates the utility-budget relationship within the CD function through a clear model based on envelope representation and canonical line equations, where normalized intercepts signify probabilities. The efficiency and precision of our results, especially in modeling one- and two-qubit quantum entanglement within econometrics, surpass those of IBM-Q simulations, which require extensive iterations for comparable accuracy. This underscores our method's effectiveness in merging economic models with quantum computation.
DOI: 10.17632/s9xydt6rfj.1
title: Summarized RNA-seq data

description: Our research hypothesizes that Notch1 plays a critical role in regulating macrophage polarization and inflammatory pathways in the CLP-induced sepsis model. This transcriptomic dataset is derived from peritoneal macrophages of wild-type (WT) mice and macrophage-specific Notch1 conditional knockout (Notch1 CKO) mice under septic conditions, revealing the regulatory mechanisms of Notch1 in macrophage function.

The data demonstrate significant gene expression differences between the two groups of macrophages, showing that Notch1 CKO markedly alters the transcriptomic profile of macrophages, particularly in pathways associated with M1 polarization and inflammation. Specifically, the expression of inflammatory cytokines (e.g., IL-1β, TNF-α) is significantly reduced in Notch1 CKO macrophages, accompanied by the suppression of key signaling pathways such as β-Catenin and NF-κB. These findings highlight the role of Notch1 in promoting M1 polarization and inflammatory responses. Additionally, increased expression of genes associated with an anti-inflammatory phenotype was observed following Notch1 deletion, indicating its pivotal role in maintaining the balance of macrophage polarization.

The data were obtained using transcriptomic sequencing. Peritoneal macrophages were isolated from septic mice subjected to CLP, and RNA was extracted for high-throughput sequencing. The mice included two genotypes (WT and Notch1 CKO) and were sampled at the same time point post-CLP induction. Sequencing data underwent quality control, mapping to the mouse reference genome, differential gene expression analysis, and pathway enrichment using tools such as DESeq2 and GSEA.

These data underscore the critical role of Notch1 in regulating the transcriptional programs of macrophages in a sepsis model and reveal its molecular mechanisms in promoting M1 polarization through the β-Catenin and NF-κB signaling pathways. The findings provide valuable insights into the potential of targeting Notch1 as a therapeutic strategy for sepsis and other inflammation-related diseases. Researchers can utilize this dataset to investigate gene regulatory networks in macrophages and Notch1-dependent inflammatory mechanisms, as well as validate or compare findings in studies of immune and inflammatory diseases. The data are organized in a standardized format to facilitate reproducibility and further analysis.
DOI: 10.17863/cam.1676
title: Research data supporting “Handling Variability and Incompleteness of Biological Data by Flexible Nets: A Case Study for Wilson Disease"

description: fnyzer: A Python tool for the modelling and analysis of flexible nets. Flexible net examples
DOI: 10.15468/dl.78cmkr
title: Occurrence Download

description: A dataset containing 70 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Nepal",
 "OccurrenceStatus is Present",
 "TaxonKey is Prionailurus bengalensis (Kerr, 1792)"
 ]
}

 The dataset includes 70 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037911-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17863/cam.13125
title: Research data supporting "The Origin of the High Off-State Current in p-Type Cu₂O Thin Film Transistors"

description: Orginal data files relating to understanding the The Origin of the High Off-State Current in p-Type Cu₂O Thin Film Transistors
DOI: 10.15468/dl.hb3sba
title: Occurrence Download

description: A dataset containing 2130 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Adelpha basiloides H.Bates, 1865"
 ]
}

 The dataset includes 2130 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037910-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17863/cam.82520
title: Data associated with "Free-spin dominated magnetocaloric effect in dense Gd3+ double perovskites"

description: Data associated with the publication 'Free-spin dominated magnetocaloric effect in dense Gd3+ double perovskites.' Frustrated lanthanide oxides with dense magnetic lattices are of fundamental interest for their potential in cryogenic refrigeration due to a large ground state entropy and suppressed ordering temperatures, but can often be limited by short-range correlations. Here, we present examples of frustrated fcc oxides, Ba2GdSbO6 and Sr2GdSbO6 and the new site-disordered analog Ca2GdSbO6 ([CaGd]A[CaSb]BO6), in which the magnetocaloric effect is influenced by minimal superexchange (J1 ∼ 10 mK). We report on the crystal structures using powder x-ray diffraction and the bulk magnetic properties through low-field susceptibility and isothermal magnetization measurements. The Gd compounds exhibit a magnetic entropy change of up to -15.8 J/K/molGd in a field of 7 T at 2 K, a 20% excess compared to the value of -13.0 J/K/molGd for a standard in magnetic refrigeration, Gd3Ga5O12. Heat capacity measurements indicate a lack of magnetic ordering down to 0.4 K for Ba2GdSbO6 and Sr2GdSbO6, suggesting cooling down through the liquid 4-He regime. A mean-field model is used to elucidate the role of primarily free spin behavior in the magnetocaloric performance of these compounds in comparison to other top-performing Gd-based oxides. The chemical flexibility of the double perovskites raises the possibility of further enhancement of the magnetocaloric effect in the Gd3+ fcc lattices. Please see readme file for details on contents of folders
DOI: 10.17863/cam.55964
title: CIJ build-up publication supplemental material

description: Avi videos converted from original cine files (captured with Phantom Camera Control software) to be used as supplemental material linked to three figures in the associated publication. The videos show the path followed by microparticles stemming from a chain of printed droplets generated from a Continuous Inkjet Printing (CIJ) printhead. The title of the videos describe the printing conditions for two different tested inks (dye-black, BL2, and pigmented-yellow, YL1). The location of the visualisation window is in all cases around the middle of the printhead and the modulation voltage is 60 V and 30 V. Two of the five videos show the videos named as "raw" after being modified (changing gain, gamma, saturation and white balance, as well as using colour interpolation algorithms). The videos were taken with a PhantomV710. Other optical arrangement and conditions are described in the associated publication. The purpose of this work was understanding the origin of particulate matter deposited on the deflecting electrodes of CIJ printheads through the visualisation of the printing process.
DOI: 10.17863/cam.12982
title: Research data supporting "Walk detection and step counting on unconstrained smartphones"

description: The dataset contains time-annotated sensor traces obtained from smartphones in typical, unconstrained use while walking. 27 participants were asked to walk a route at three different walk paces: starting with normal, followed by fast, and ending with slow. Each participant walked the same distance and changed her/his speed at markers installed on the path. The participant carried one or two phones placed at varying positions (in a front or back trouser pocket, in a backpack/handbag, or in a hand with or without simultaneous typing). This dataset has been used for a fair, quantitative comparison of standard algorithms for walk detection and step counting. For more details about these experiments and the obtained results please refer to the full paper on the left.
DOI: 10.17632/pb3vdxvcfv.1
title: Navigating Climate Shifts: Three Decades of Winter Wheat Phenology and yield in Bavaria, Germany

description: Figures and data for the manuscript: Navigating Climate Shifts: Three Decades of Winter Wheat Phenology and yield in Bavaria, Germany
DOI: 10.17863/cam.11903
title: Research data supporting "Analysis of the Conduction Mechanism and Copper Vacancy Density in p-type Cu2O Thin Films"

description: 1) Hall_asdeposit.csv, Hall_500.csv, Hall_600.csv and Hall_700.csv: These are the Hall measurement data including the Hall mobility and carrier density of as-deposited and annealed films (500, 600 and 700 ¡ÆC) in Table 1. This raw data was used for calculating trapped hole densities (i.e. ptrap(Hall) and ptrap(DOS)) in Fig. 2(a), a GLC coefficient in Fig. 2(b), the mobilities in Fig. 3 and the density of copper vacancies in Fig. 5. 2) Eu.csv: This is used for extracting the Urbach energy (Eu) in Table 1. 3) DOS.csv: This is the raw data (extracted subgab density of states) used to create Fig. 1. 4) SEM_asdeposit.tif, SEM_500.tif, SEM_600.tif and SEM_700.tif: These are SEM images of as-deposited and annealed films (500, 600 and 700 ¡ÆC) in Fig. 4(a) 5) XRD_asdeposit.uxd, XRD_500.uxd, XRD_600.uxd and XRD_700.uxd: These are the raw data of the XRD patterns of as-deposited and annealed films (500, 600 and 700 ¡ÆC). This data was used for estimating the grain size in Fig. 4(b). 6) Data for Figure 4c and 4d.csv: This is the raw data of Fig. 4(c) (i.e. extracted densities of free holes (pfree), trapped holes (ptrap) and total holes (ptotal), and the ratio of pfree to ptotal (beta_TLC) in the case of the as-deposited film) and of Fig. 4(d) (i.e. extracted beta_TLC of all samples).
DOI: 10.17863/cam.24954
title: Research Data Supporting "Generalized Information Reuse for Optimization Under Uncertainty with Non-Sample Average Estimators"

description: Research data supporting the publication titled "Generalized Information Reuse for Optimization Under Uncertainty with Non-Sample Average Estimators". This data consists of the code that was used to create the figures and results reported in the publication. It is a python package that implements the method developed in the publication.
DOI: 10.17863/cam.9210
title: Research data supporting 'Quasiparticle energy in a strongly interacting homogeneous Bose-Einstein condensate'

description: The supporting data contains both the data points of all paper figures and additionally the raw Bragg resonance spectra that were used in their production.
DOI: 10.17863/cam.9041
title: Research data supporting structural impact on the nanoscale optical properties of InGaN core-shell nanorods

description: Original SEM-CL, nano-CL and EDS data supporting the publication
DOI: 10.17863/cam.8096
title: Research data supporting "Wafer-scale Fabrication of Non-polar Mesoporous GaN Distributed Bragg Reflectors via Electrochemical Porosification"

description: Research data in support of the publication "Wafer-scale Fabrication of Non-polar Mesoporous GaN Distributed Bragg Reflectors via Electrochemical Porosification". We have included all the figures and the original data (tab-separated text files) as plotted for the micro-reflectivity and C-V curves.
DOI: 10.17863/cam.82466
title: Data supporting "Augmenting an existing railway bridge monitoring system with additional sensors to create a bridge weigh-in-motion system and digital twin"

description: Data used to create plots and charts in the associated conference paper. The data consists of accelerometer data, raw fibre-optic strain sensor readings and axle position data of a train crossing an instrumented bridge. Please see readme document for further details
DOI: 10.17863/cam.11419
title: Data supporting NSPN publication 'Mutualistic coupling between vocabulary and reasoning supports cognitive development during late adolescence and early adulthood'

description: The repository includes two .Rdata files, Cognitivedata.Rdata and fulldemos.Rdata, and a codefile, NSPNAnalysis_full.R. To recreate the analysis, download a copy of free software R, save the .Rdata file in a working directory, change the current working directory within R, and run the analyses.
DOI: 10.17863/cam.25339
title: Research data supporting "Koopman analysis of Burgers equation"

description: The supporting data includes (1) 2 solutions of the Burgers equation (in the folder bur_traj) obtained on a domain of length L=6pi with viscosity parameter nu=0.1 and evaluated at N=250 Gauss-Lobatto points. The snapshots are stored every 0.1 advective time units for a total evolution time of T=60. Files with the prefix 'bur_00.' are for the initial condition u(x) = exp( -(x+pi/2)^2 ); those with prefix 'bur_02.' are for the initial condition u(x) = sin(2 pi x / L). (2) Accompanying python code to perform dynamic mode decomposition (DMD) of this data. The file burgers_example.py is essentially a step by step guide for performing DMD on this dataset using different observable functions.
DOI: 10.15468/dl.vhbawg
title: Occurrence Download

description: A dataset containing 22922 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Ortalis poliocephala (Wagler, 1830)"
 ]
}

 The dataset includes 22922 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037914-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mnsqwb
title: Occurrence Download

description: A dataset containing 25734 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Oreothlypis superciliosa (Hartlaub, 1844)"
 ]
}

 The dataset includes 25734 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037913-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17863/cam.62270
title: Research data supporting Acceptability and potential impact on uptake of using different risk stratification approaches to determine eligibility for screening: A population-based survey

description: This is the data supporting the analysis published in this article. A data dictionary is also provided with details of the response options, variable names and coding.
DOI: 10.17863/cam.92501
title: UK Plastics Flows

description: This dataset resulted from processing UK trade statistics provided by PRODCOM. It contains the input data for the Material Flow Analysis of plastics in the UK, the output plastic data flows for various stations of the UK plastics supply chain, and the code used to process it.
DOI: 10.17863/cam.27656
title: Research data supporting: Single-cell RNAseq reveals seven classes of colonic sensory neuron

description: Data to support Single-cell RNAseq reveals seven classes of colonic sensory neuron. Hockley2018Gut_Fig1D_Data - data for cell diameter for each cell in Figure 1D Hockley2018Gut_Fig3_Data - data for single cell qRT-PCR analysis in Figure 3 Hockley2018Gut_Fig5_Data - data indicating responses to different agonists as shown in Figure 5
DOI: 10.15468/dl.6wggq9
title: Occurrence Download

description: A dataset containing 11683419 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-14 42,-14 38,-7 38,-7 42,-14 42))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 11683419 records from 980 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037908-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15156/bio/sh1141562.10fu
title: SH1141562.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1141563.10fu
title: SH1141563.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1141565.10fu
title: SH1141565.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1141569.10fu
title: SH1141569.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.