Found 166 datasets matching "graph".
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Graph neural networks (GNN) have been shown to provide substantial performance improvements for atomistic material representation and modeling compared with descriptor-based machine learning...
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Graph neural networks (GNN) have been shown to provide substantial performance improvements for atomistic material representation and modeling compared with descriptor-based machine learning...
Search relevance: 132.46 | Views last month: 0 -
To address the increasing complexity of network management and the limitations of data repositories in handling the various network operational data, this paper proposes a novel repository design...
Search relevance: 123.93 | Views last month: 0 -
To address the increasing complexity of network management and the limitations of data repositories in handling the various network operational data, this paper proposes a novel repository design...
Search relevance: 120.99 | Views last month: 0 -
The work-cell is an essential industrial environment for testing wireless communication techniques in factory automation processes. A graph database approach to storing and analyzing network...
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These data were used to examine grammatical structures and patterns within a set of geospatial glossary definitions. Objectives of our study were to analyze the semantic structure of input...
Search relevance: 118.74 | Views last month: 2 -
The work-cell is an essential industrial environment for testing wireless communication techniques in factory automation processes. A graph database approach to storing and analyzing network...
Search relevance: 117.43 | Views last month: 1 -
Hydrology Graphs This repository contains the code for the manuscript "A Graph Formulation for Tracing Hydrological Pollutant Transport in Surface Waters." There are three main folders containing...
Search relevance: 114.75 | Views last month: 1 -
Graph theory is useful for estimating time-dependent model parameters via weighted least-squares using interferometric synthetic aperture radar (InSAR) data. Plotting acquisition dates (epochs) as...
Search relevance: 99.18 | Views last month: 0 -
Salmonella pangenome graph and variant call data for 539,283 genomesDescription:Salmonella enterica causes human disease and decreases agricultural production. The overall goals of this project is...
Search relevance: 84.72 | Views last month: 2 -
<p>This data release provides the predictions from stream temperature models described in Chen et al. 2021. Briefly, various deep learning and process-guided deep learning models were built to ...
Search relevance: 79.25 | Views last month: 1 -
# ADAM-Data-Repository This repository contains all the data needed to run the case studies for the ADAM manuscript. ## Biogas production The directory "biogas" contains all data for the biogas...
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The file "Read-ME data & P-graph instructions 03-12-24 .docx" describes the step-by-step process to collect Information (for new models), prepare functional units/operations (for new models),...
Search relevance: 68.07 | Views last month: 13 -
This is the companion dataset to the presentation NREL/PR-6A20-77485, which was presented at the 2020 Joint Statistical Meeting on August 3, 2020. Developed for the machine-learning predictive...
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This is a 1:2,000,000 coverage of streams for the conterminous United States.
Search relevance: 58.35 | Views last month: 0 -
This ScienceHub entry provides Associated Data (Supplementary data 1) from the published manuscript Comput Toxicol. 2023 Jan 25;25:100261. doi: 10.1016/j.comtox.2023.100261. Further availability...
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We provide a roads dataset that includes the spatial location of roads, the estimated age of each road, and the predicted traffic volume of each road between 1986 and 2020 in Wyoming, USA. Our...
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This U.S. Geological Survey (USGS) data release contains the data used in the USGS Scientific Investigations Report 2018-5053 entitled "An exploratory Bayesian network for estimating the...
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Provided here are various forms of the Stanford Thermal Earth Model, as well as the data and methods used for its creation. The predictions produced by this model were visualized in...
Search relevance: 42.63 | Views last month: 0
