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Supplemental data for "Spectral Normalization and Voigt–Reuss net: A universal approach to microstructure‐property forecasting with physical guarantees"
Jun 30, 2025
Keshav, Sanath; Herb, Julius; Fritzen, Felix, 2025, "Supplemental data for "Spectral Normalization and Voigt–Reuss net: A universal approach to microstructure‐property forecasting with physical guarantees"", https://doi.org/10.18419/DARUS-5120, DaRUS, V1
This repository contains supplemental data for the article "Spectral Normalization and Voigt-Reuss net: A universal approach to microstructure‐property forecasting with physical guarantees", accepted for publication in GAMM-Mitteilungen by Sanath Keshav, Julius Herb, and Felix Fritzen [1]. The data contained in this DaRUS repository acts as an exte...
Supplemental data for "Thermo-plastic Nonuniform Transformation Field Analysis for eigenstress analysis of materials undergoing laser melt injection"
Apr 23, 2025
Fritzen, Felix; Herb, Julius; Sharba, Shadi, 2024, "Supplemental data for "Thermo-plastic Nonuniform Transformation Field Analysis for eigenstress analysis of materials undergoing laser melt injection"", https://doi.org/10.18419/DARUS-4509, DaRUS, V2
This repository contains supplemental data for the article "Thermo-Plastic Nonuniform Transformation Field Analysis for Eigenstress Analysis of Laser Dispersed Materials," submitted to Computer Methods in Applied Mechanics and Engineering (CMAME) by Felix Fritzen, Julius Herb, and Shadi Sharba. The data contained in this DaRUS repository act as an...
Microstructure feature engineering data
Mar 6, 2023
Lißner, Julian, 2023, "Microstructure feature engineering data", https://doi.org/10.18419/DARUS-3366, DaRUS, V1
The dataset contains image data of periodic microstructural representative volume elements (RVE), as well as the effective heat conductivity for multiple phase contrasts. Various features and feature descriptors (explained in the related publication) are provided, as well as the computation thereof. The features were used in a machine learning regr...
Thermoelastic simulations of 3d microstructures
Thermoelastic simulations of 3d microstructures
Sep 7, 2022
Sharba, Shadi; Fritzen, Felix, 2022, "Thermoelastic simulations of 3d microstructures", https://doi.org/10.18419/DARUS-2822, DaRUS, V1
This repository acts as an extension and data source to the adaptive thermomechanical homogenization scheme implemented in https://github.com/DataAnalyticsEngineering/AdaptiveThermoMechROM. Here, image data of 3D microstructures with various oriented and shaped cuboids, spheroids, and variable volume fractions is provided. Temperature-dependent the...
2d microstructure data
Feb 15, 2021
Lißner, Julian, 2020, "2d microstructure data", https://doi.org/10.18419/DARUS-1151, DaRUS, V2
The hdf5 file contains image data of inclusion based microstructured material and the homogenized effective heat conductivity thereof. The microstructure is defined with a representative volume element with periodic boundary conditions. 30.000 images are contained and split into two inclusion subclasses of circular and rectangular inclusions. Featu...
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