Data Analytics in Engineering

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11 to 20 of 38 Results

reproduction_6loadings_100samples_N18.h5 Oct 30, 2024 - Supplemental data for "Thermo-plastic Nonuniform Transformation Field Analysis for eigenstress analysis of materials undergoing laser melt injection" Hierarchical Data Format - 3.1 MB - MD5: 0e08904dd89d2430c8e8edb65483ab35
reproduction_6loadings_100samples_N24.h5 Oct 30, 2024 - Supplemental data for "Thermo-plastic Nonuniform Transformation Field Analysis for eigenstress analysis of materials undergoing laser melt injection" Hierarchical Data Format - 3.4 MB - MD5: 2cadc12d3961118fd57caff5e884f001
rve_thermoplastic_6loadings_10samples.h5 Oct 30, 2024 - Supplemental data for "Thermo-plastic Nonuniform Transformation Field Analysis for eigenstress analysis of materials undergoing laser melt injection" Hierarchical Data Format - 645.0 MB - MD5: c81ec8fe5f7e3c98c597a24fb80fa1f1
twoscale_notch_rve.h5 Oct 30, 2024 - Supplemental data for "Thermo-plastic Nonuniform Transformation Field Analysis for eigenstress analysis of materials undergoing laser melt injection" Hierarchical Data Format - 39.9 KB - MD5: 44e488e100c92aba5987f5b2e510d5b2
data_access_example.py Mar 6, 2023 - Microstructure feature engineering data Python Source Code - 2.1 KB - MD5: 59a5a37eb3aa95980483fca18fbb4604 Code exemplary script to access the data
data_loader.py Mar 6, 2023 - Microstructure feature engineering data Python Source Code - 14.6 KB - MD5: 4643b4eac73889b050fb1059b7c5c6dd CodeModule loader object to use for easy data access
feature_engineering_data.h5 Mar 6, 2023 - Microstructure feature engineering data Hierarchical Data Format - 199.9 MB - MD5: 2526748b927fb0775b4cc1fa55945502 Data storage of the data
feature_extraction.py Mar 6, 2023 - Microstructure feature engineering data Python Source Code - 17.7 KB - MD5: f0adb59b30d0c7c87aa776d2716f96f4 CodeModule scripts to compute all features
general_functions.py Mar 6, 2023 - Microstructure feature engineering data Python Source Code - 4.1 KB - MD5: ca6bfd9fae4c7d33b52bc70bc5b4a2bd CodeModule auxiliary (small) functions
gen_xdmf.py Sep 7, 2022 - Thermoelastic simulations of 3d microstructures Python Source Code - 3.0 KB - MD5: a9d87a76fee1c389477c90ad6a0780c1 `gen_xdmf.py` is used to generate `*.xdmf` files that can be opened using Paraview to visualize the microstructures.

reproduction_6loadings_100samples_N18.h5

Oct 30, 2024 - Supplemental data for "Thermo-plastic Nonuniform Transformation Field Analysis for eigenstress analysis of materials undergoing laser melt injection"

Hierarchical Data Format - 3.1 MB -

reproduction_6loadings_100samples_N24.h5

Oct 30, 2024 - Supplemental data for "Thermo-plastic Nonuniform Transformation Field Analysis for eigenstress analysis of materials undergoing laser melt injection"

Hierarchical Data Format - 3.4 MB -

rve_thermoplastic_6loadings_10samples.h5

Oct 30, 2024 - Supplemental data for "Thermo-plastic Nonuniform Transformation Field Analysis for eigenstress analysis of materials undergoing laser melt injection"

Hierarchical Data Format - 645.0 MB -

twoscale_notch_rve.h5

Oct 30, 2024 - Supplemental data for "Thermo-plastic Nonuniform Transformation Field Analysis for eigenstress analysis of materials undergoing laser melt injection"

Hierarchical Data Format - 39.9 KB -

data_access_example.py

Mar 6, 2023 - Microstructure feature engineering data

Python Source Code - 2.1 KB -

Code

exemplary script to access the data

data_loader.py

Mar 6, 2023 - Microstructure feature engineering data

Python Source Code - 14.6 KB -

CodeModule

loader object to use for easy data access

feature_engineering_data.h5

Mar 6, 2023 - Microstructure feature engineering data

Hierarchical Data Format - 199.9 MB -

Data

storage of the data

feature_extraction.py

Mar 6, 2023 - Microstructure feature engineering data

Python Source Code - 17.7 KB -

CodeModule

scripts to compute all features

general_functions.py

Mar 6, 2023 - Microstructure feature engineering data

Python Source Code - 4.1 KB -

CodeModule

auxiliary (small) functions

gen_xdmf.py

Sep 7, 2022 - Thermoelastic simulations of 3d microstructures

Python Source Code - 3.0 KB -

`gen_xdmf.py` is used to generate `*.xdmf` files that can be opened using Paraview to visualize the microstructures.

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