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315 results for “Zeros”
Code and Dataset for "Examining Zero-Shot Vulnerability Repair with Large Language Models"
<p><strong>Code and Dataset for "Examining Zero-Shot Vulnerability Repair with Large Language Models"</strong></p> <p>The following Zenodo contains the resources associated with the S&P accepted paper ‘Examining Zero Shot Vulnerability Repair with Large Language Models’, https://arxiv.org/abs/2112.02125</p> <p>In this resource, you can find the following.</p> <p> - 'important_results' directory:<br> This directory is for containing the final raw results as generated by the framework, including a global CSV of all generations and an HTML file containing all of the diffs generated for the 'high-confidence' real-world scenarios.<br> - final_results.csv<br> - This contains the final results of all generated software patches.<br> - Note the nomenclature differences with the manuscript tables. These are explained in the README in the framework.<br> - Original vs LLM-Generated Vulnerability Fixes.html<br> - This contains all of the diffs for the real-world patches versus the canonical developer-provided patches.</p> <p> - 'framework' directory:<br> This directory contains the complete archive of the code framework and all results at the time of the paper’s submission. It contains every language model prompt, suggestions, assembled repair patch and analysis data. It contains every script used for generation and analysis. It is a large archive, and within it contains an included README describing how to understand and use it.<br> - For convenience, we include a copy of the README external to the zipped archive.</p> <p> - 'resources' directory: <br> This directory contains the resources used by our large associated tools, including:<br> - 'gpt2-csrc' subdirectory:<br> Everything to do with the gpt2-csrc model, including the trained files, training scripts, and training data.</p> <p> - 'ExtractFix' subdirectory:<br> A docker image containing all ExtractFix scenarios, even those we did not use. Provided for interest (not required for usage).</p>
Association of Body Index with Fecal Microbiome in Children Cohorts with Ethnic-Geographic Factor Interaction: Accurately Using a Bayesian Zero-inflated Negative Binomial Regression Model
<p>this dataset are “ssociation of Body Index with Fecal Microbiome in Children Cohorts with Ethnic-Geographic Factor Interaction: Accurately Using a Bayesian Zero-inflated Negative Binomial Regression Model” Supplementary Material.</p>
Dataset: Nuveen Global Net Zero Transition ETF (NTZG) Stock Performance
This dataset provides historical stock market performance data for specific companies. It enables users to analyze and understand the past trends and fluctuations in stock prices over time. This information can be utilized for various purposes such as investment analysis, financial research, and market trend forecasting.
Supersonic/Hypersonic Zero-Pressure-Gradient Turbulent Boundary Layers
<p>Datasets M2.zip and M5.zip of long ZPG supersonic/hypersonic turbulent boundary layers related to the work<br>"Ceci, A., Palumbo, A., Larsson, J. et al. Numerical tripping of high-speed turbulent boundary layers. Theor. Comput. Fluid Dyn. 36, 865–886 (2022). https://doi.org/10.1007/s00162-022-00623-0"</p> <p>Files cf_fav*dat (Favre averaged velocities) contain columns with streamwise dstribution of the following quantities:<br> Supersonic cases, x/delta0,cf,retau,retheta,redelta2,delta99/delta0,p'_w^2/tauw, turbuent tau_xy peak, turbulent tau_xx peak<br> Hypersonic cases, x/delta0,cf,retau,retheta,redelta2,delta99/delta0,p'_w^2/tauw, turbuent tau_xy peak, ch<br><br>Files meanfields_*.prof (Favre averaged velocities) contain 2D streamwise and wall-normal dstribution of the following mean fields:<br> All cases, x/delta0,y/delta0,retau,y/delta99,y+,u+,rho/rhow,rho/rho0,T/Tw,T/T0,p/pw,p/p0,u''u''+,v''v''+,w''w''+,-u''v''+,ufav/u0</p>
Recordings of spoken Dagbani for the letters zero to ten and the words yes and no
<p>The dataset contains recordings of the words zero to ten, and yes and no, spoken in Dagbani. The recordings have been made by the Tingoli and Nyankpala communities of the northern region of Ghana.</p> <p>The dataset is unfiltered and may contain noise or incorrect recordings.</p> <p> </p> <p>The number of available recordings are as follows.</p> <table> <tbody> <tr> <td>Number of recordings</td> <td>English translation</td> <td>Spoken Dagbani*</td> </tr> <tr> <td>720</td> <td>yes</td> <td>ii, iin</td> </tr> <tr> <td>710</td> <td>no</td> <td>aayi, ai, iiyi</td> </tr> <tr> <td>218</td> <td>zero</td> <td>**</td> </tr> <tr> <td>218</td> <td>one</td> <td>yini, zagyini, zaɣ’ yini</td> </tr> <tr> <td>223</td> <td>two</td> <td>ayi</td> </tr> <tr> <td>220</td> <td>three</td> <td>ata</td> </tr> <tr> <td>223</td> <td>four</td> <td>anahi</td> </tr> <tr> <td>220</td> <td>five</td> <td>anu</td> </tr> <tr> <td>219</td> <td>six</td> <td>ayobu, ayɔbu</td> </tr> <tr> <td>224</td> <td>seven</td> <td>ayopoin, apoin, ayɔpɔin, apɔin</td> </tr> <tr> <td>222</td> <td>eight</td> <td>anii</td> </tr> <tr> <td>219</td> <td>nine</td> <td>awei, awɛi</td> </tr> <tr> <td>162</td> <td>ten</td> <td>pia</td> </tr> </tbody> </table> <p>* the list may not be complete, other forms may exist and be spoken</p> <p>** no clear single definition</p> <p> </p> <p>A second separate set of `old' recordings is included with the following recordings.</p> <table> <tbody> <tr> <td>Number of recordings</td> <td>English translation</td> </tr> <tr> <td>146</td> <td>yes</td> </tr> <tr> <td>142</td> <td>no</td> </tr> </tbody> </table> <p> </p>
Zero marking and the order of core arguments
CLDF version of Sinnemäki 2010's dataset on zero marking and word order
Net Zero Stocktake 2024
<p>The underlying dataset for the Net Zero Tracker's Net Zero Stocktake Report 2024.</p>
Data for: Atypical singing is associated with developmental stress and zero fitness in a male white-throated sparrow (Zonotrichia albicollis)
<p>Here we provide data for a manuscript in which we describe the atypical song of a male white-throated sparrow (<em>Zonotrichia albicollis</em>). We observed this male over multiple breeding seasons at our Cranberry Lake study site (Adirondack Mountains; New York; 44.15N, 74.78W). We recorded the male singing, and also made observations regarding his failure to obtain reproductive success. In addition, as the male was banded as a nestling, we were able to compare his morphometric measurements at the time to the population average. Our observations of this unique individual support a connection between developmental stress, atypical song, and fitness outcomes.</p>
Net-zero CO2 emissions scenarios for Switzerland
<p>This dataset accompanies the relevant article in Communications Earth and Environment. It contains the key assumptions used in the energy system modelling with the Swiss TIMES energy systems model (STEM) for assessing net-zero carbon dioxide emissions scenarios for Switzerland. In addition, contains extensive results from STEM for each one of the core scenarios and variants assessed in the study. </p>
Datasets for Zero-Shot DeconvNet
<p>Representative training datasets (including corresponding PSF files) and some 2D/3D time-lapse data used in the manuscript "Zero-shot learning enables instant denoising and super-resolution in optical fluorescence microscopy".</p>
Datasets underlying the paper Zero-mode waveguide nanowells for single-molecule detection in living cells
<p>Different datasets underlying the paper Zero-mode waveguide nanowells for single-molecule detection in living cells. The repository contains .zip archives, mostly containing a readme file with additional information.</p> <pre>Cell imaging experiments.zip contains the raw image files acquired on arrays of version 1 or version 2 using a Nikon TI inverted microscope and used in figures 4-6. </pre> <p>Gla_0127_14.zip contains SEM images of the fabrication of arrays of version 1</p> <p>Gla_29_Pd_1.zip contains SEM images of the fabrication of arrays of version 2</p> <p>SM experiments.zip contains the raw single-molecule fluorescence data acquired on an array of version 1 using a PicoQuant Microtime microscope together with the analysis files.</p> <p>FDTD simulations.zip contains the simulation files for the use in the software Lumerical</p>
Interactive recommendations and action list for technical report from the UKRI Net Zero DRI Scoping Project
<p>The UKRI Net Zero DRI Scoping Project produced evidence-based recommendations. This dataset provides an interactive way to list all of the recommendations and actions from the project. These files have been provided to show the mapping and links between the specific recommendations and the different strategic themes and roadmap actions proposed by the project. </p> <p>Three file formats have been provided for ease of use: Excel, PDF, CSV. The recommendations, if opened in a spreadsheet, can be sorted or filtered based on a range of interest areas e.g. type of evidence, delivery pathway, strategic theme, delivery year. </p> <p>There are two tabs in the spreadsheet. The first tab shows the recommendations discussed in the 'toolkit' section of the project's final technical report. The second tab shows actions discussed in the 'roadmap' section of the report.</p> <p>For full details about the evidence that underpins these recommendations, please see technical report found here: <a href="https://doi.org/10.5281/zenodo.8199984">https://doi.org/10.5281/zenodo.8199984</a> </p> <p>The authors cited here are those who produced the files uploaded. Many other contributors are named in the technical report and is a synthesis of their work. Please also cite the technical report if you use this dataset. </p>
Datasets for ``Chiral magnetohydrodynamics with zero total chirality''
<pre>This directory contains an index.html file with links to the run directories and idl plotting routines with secondary data for the other figures for the paper "Chiral Magnetohydrodynamics with Zero Total Chirality" by A. Brandenburg, K. Kamada, K. Mukaida, K. Schmitz, and J. Schober. If anything turns out to be incomplete, please email brandenb@nordita.org.</pre>
Data - Zero-Offset Frequency Locking of Lasers at Low Optical Powers with an Optical Phase Locked Loop
<p>This dataset contains measurement data and processing code for the results published in "Zero-Offset Frequency Locking of Lasers at Low Optical Powers with an Optical Phase Locked Loop". </p>
Factors Associated with Scientific Production Citations in Dentistry: Zero-inflated Negative Binomial Regression and Hurdle Modelling
<p><strong>Abstract:</strong> The global scientific literature in dentistry has shown important advances in the field, with major contributions ranging from the analysis of the basic epidemiological aspects of prevention to specialised results in the field of dental treatments. The present investigation aims to analyse the current state of the scientific literature on dentistry hosted in the Web of Science database. The methodology includes two phases in the analysis of articles and indexed reviews in all thematic areas. During the first phase, the following variables are analysed: scientific production by the publisher, the evolution of scientific output published by publishers, the factors associated with the impact of scientific production, and the modelling of the impact of scientific production on dentistry. During the second phase, associations, evolutions, and trends in the use of main keywords in the scientific literature in dentistry are analysed. In conclusion, the study shows that the most studied topics include the association of dental education and the curriculum, the association of pediatric dentistry with oral health, and dental care. The findings show that more recently emphasised topics also stand out, such as evidence-based dentistry, the pandemic, infection control, and endodontics, as well as the need for future research to expand current knowledge based on emerging topics in the scientific literature on dentistry.</p>
Intrinsic Effects of Sulfidation on the Reactivity of Zero-Valent Iron With Trichloroethene: DFT Calculations
<p>This dataset contains the input and output files of density functional theory (DFT) calculations supporting the research published in the peer-reviewed article "Intrinsic Effects of Sulfidation on the Reactivity of Zero-Valent Iron With Trichloroethene: A DFT Study" by M. Brumovský and D. Tunega, available at DOI 10.1021/acs.jpcc.3c04459. Please cite this article when using the dataset.</p> <p>This dataset includes the following data:<br> * Structures and energies of various surface slab models, encompassing pristine and modified iron surfaces (Fe(110), Fe(111), S-in-Fe(110), S-on-Fe(110), S1/4ML-Fe(110), S1/2ML-Fe(110), O-on-Fe(110), OH-on-Fe(110), and H-on-Fe(110)).<br> * Structures and energies of isolated TCE, H2O, and H2 molecules.<br> * Adsorption configurations of TCE molecule and its dechlorination products at the mentioned surfaces, including transition state calculations using the CI-NEB method. <br> * Adsorption configurations of H2O and H species at Fe(110), S-in-Fe(110), and S-on-Fe(110) surfaces.<br> * In specific cases, data related to implicit solvation, charge analysis, and density of states calculations.</p> <p>Files are organized according to the respective modeled surfaces. The final geometry data can be found in the CONTCAR files, while energy data can be found in the OUTCAR files. Please note that the POTCAR files are not allowed to be made publicly accessible but are specified within the OUTCAR files. For additional details about input and output files, refer to the VASP manual. </p> <p>The fully relaxed unit cell of Fe is accessible in a previously published dataset, available at doi 10.5281/zenodo.6338412.</p> <p>Funding: This research received support from the Austrian Science Fund (FWF) under project M 2892-N. The Vienna Scientific Cluster (Project No. 70544) is gratefully acknowledged for providing computational resources. </p> <p>Terms of use: These data are provided "as is", without any warranty. This dataset is provided under the Creative Commons Attribution 4.0 International license.</p>
Snow flies self-amputate freezing limbs to sustain behavior at sub-zero temperatures
Open the record for dataset details and reuse information.
Data for: Curbing global solid waste emissions toward net-zero warming futures
Open the record for dataset details and reuse information.
Data from: Sectorial pathways to achieve net-zero and 1.5°C targets for Eu-27: Energy and emissions data to inform science-based decarbonization targets
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Data files of 'Large spatial extension of the zero-energy Yu-Shiba-Rusinov state in magnetic field'
<p>Data files of 'Large spatial extension of the zero-energy Yu-Shiba-Rusinov state in magnetic field'</p>
ScienceDex guides
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These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.
Allen Brain Atlas
Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.
Annotated Behaviour and Observability Dataset (ABODe)
ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.
DANDI Archive for NWB datasets
DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.
International Brain Laboratory public data
The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.
OpenNeuro
OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.