Analyzing microstructure relationships in porous copper using a ...

The prediction of material properties from a given microstructure and its reverse engineering displays an essential ingredient for ...

Abstract. The prediction of material properties from a given microstructure and its reverse engineering displays an essential ingredient for accelerated ...

Analyzing microstructure relationships in porous copper using a ...

statistical pertinence of the extracted microstructure features. ... essential step for the prediction of material properties, of unseen conditions,. for porous ...

Analyzing microstructure relationships in porous copper using a ...

The article in Communications Materials details a multi-method machine learning approach for analyzing porous copper's microstructure relationships.

New paper: Analyzing microstructure relationships in porous copper ...

Material properties prediction from a given microstructure is important for accelerated design but a comprehensive methodology is lacking.

Analyzing microstructure relationships in porous copper using a ...

Enhanced segmentation with an accuracy of about 95% based on an efficient annotation technique provides the basis for accurate microstructure quantification, ...

Analyzing microstructure relationships in porous copper using a ...

Analyzing microstructure relationships in porous copper using a multi-method machine learning-based approach. Wijaya, A.; Wagner, J.; Sartory, B.; Brunner, R.

Predicting material properties of unseen conditions

... porous materials. A link to the manuscript can be found here: Analyzing microstructure relationships in porous copper using a multi-method ...

Eric Feuilleaubois (Ph.D) on LinkedIn: Analyzing microstructure ...

Analyzing microstructure relationships in porous copper using a multi-method machine learning-based approach - Communications Materials ...

New paper:... - Materials Center Leoben Forschung GmbH - Facebook

New paper: Analyzing microstructure relationships in porous copper using a multi-method machine learning-based approach For more information, please...

Virtual Lab Inc. on LinkedIn: Analyzing microstructure relationships ...

The article in Communications Materials details a multi-method machine learning approach for analyzing porous copper's microstructure ...

Synthetic microstructure reconstruction utilizing a conditional...

Analyzing microstructure relationships in porous copper using a multi-method machine learning-based approach. Article. Full-text available. Apr 2024.

Analysis of local vs. macroscopic properties of porous BaTiO3 ...

3D micro X-ray computed tomography experimental data with specific numerical procedures are firstly used to reconstruct the 3D microstructures ...

Exploring the process-microstructure-thermal properties relationship ...

The analysis reveals that, even with an Ag volume fraction as low as 47.3%, Ag particles form a robust 3D network. Geometric tortuosity quantifies the effect of ...

Effect of Copper Content on the Microstructure and ... - MDPI

The results showed that, with increasing Cu content, the porosity and capillary properties of porous Al decreased, while the compressive strength improved.

Resources: Properties - Microstructures of Copper and Copper Alloys

Microstructural analysis is used to gain information on how the material was produced and the quality of the resulting material. Microstructural features, such ...

Computational microstructure characterization and reconstruction

Analyzing microstructure relationships in porous copper using a multi-method machine learning-based approach · Andi WijayaJulian WagnerBernhard SartoryRoland ...

Artificial Intelligence Driven Material Design for Porous Materials

microstructure or vice versa, in porous copper. Speci cally, we integrate a multi-variable linear regression model for the targeted ...

Microstructure-mechanical Properties Relationship for Porous ...

Axial compression-compression fatigue experiments on open-cell copper foams with different pore size were investigated in this paper. The effects of the ...

Application to microporous copper produced by solid state foaming

Synthesis, characterization and quantitative analysis of porous metal microstructures: Application to microporous copper produced by solid state ...