On microstructure-property relationships derived by virtual materials testing with an emphasis on effective conductivity

Neumann, Matthias; Furat, Orkun; Hlushkou, Dzmitry; Tallarek, Ulrich; Holzer, Lorenz; Schmidt, Volker

doi:10.1007/978-3-319-96271-9_9

Publication type:	Conference paper
Type of review:	Peer review (publication)
Title:	On microstructure-property relationships derived by virtual materials testing with an emphasis on effective conductivity
Authors:	Neumann, Matthias Furat, Orkun Hlushkou, Dzmitry Tallarek, Ulrich Holzer, Lorenz Schmidt, Volker
DOI:	10.1007/978-3-319-96271-9_9
Proceedings:	Simulation Science : First International Workshop, SimScience 2017, Göttingen, Germany, April 27–28, 2017 : Revised Selected Papers
Page(s):	145
Pages to:	158
Conference details:	First International Workshop (SimScience 2017), Göttingen, Germany, 27-28 April 2017
Issue Date:	2018
Series:	Communications in Computer and Information Science
Series volume:	889
Publisher / Ed. Institution:	Springer
Publisher / Ed. Institution:	Cham
ISBN:	978-3-319-96270-2 978-3-319-96271-9
ISSN:	1865-0929 1865-0937
Language:	English
Subject (DDC):	003: Systems 620.11: Engineering materials
Abstract:	Based on virtual materials testing, which combines image analysis, stochastic microstructure modeling and numerical simulations, quantitative relationships between microstructure characteristics and effective conductivity can be derived. The idea of virtual materials testing is to generate a large variety of stochastically simulated microstructures in short time. These virtual, but realistic microstructures are used as input for numerical transport simulations. Finally, a large data basis is available to study microstructure-property relationships quantitatively by classical regression analysis and tools from statistical learning. The microstructure-property relationships obtained for effective conductivity can also be applied to Fickian diffusion. For validation, we discuss an example of Fickian diffusion in porous silica monoliths on the basis of 3D image data.
URI:	https://digitalcollection.zhaw.ch/handle/11475/15729
Fulltext version:	Published version
License (according to publishing contract):	Licence according to publishing contract
Departement:	School of Engineering
Organisational Unit:	Institute of Computational Physics (ICP)
Appears in collections:	Publikationen School of Engineering

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Neumann, M., Furat, O., Hlushkou, D., Tallarek, U., Holzer, L., & Schmidt, V. (2018). On microstructure-property relationships derived by virtual materials testing with an emphasis on effective conductivity [Conference paper]. Simulation Science : First International Workshop, SimScience 2017, Göttingen, Germany, April 27–28, 2017 : Revised Selected Papers, 145–158. https://doi.org/10.1007/978-3-319-96271-9_9

Neumann, M. et al. (2018) ‘On microstructure-property relationships derived by virtual materials testing with an emphasis on effective conductivity’, in Simulation Science : First International Workshop, SimScience 2017, Göttingen, Germany, April 27–28, 2017 : Revised Selected Papers. Cham: Springer, pp. 145–158. Available at: https://doi.org/10.1007/978-3-319-96271-9_9.

M. Neumann, O. Furat, D. Hlushkou, U. Tallarek, L. Holzer, and V. Schmidt, “On microstructure-property relationships derived by virtual materials testing with an emphasis on effective conductivity,” in Simulation Science : First International Workshop, SimScience 2017, Göttingen, Germany, April 27–28, 2017 : Revised Selected Papers, 2018, pp. 145–158. doi: 10.1007/978-3-319-96271-9_9.

NEUMANN, Matthias, Orkun FURAT, Dzmitry HLUSHKOU, Ulrich TALLAREK, Lorenz HOLZER und Volker SCHMIDT, 2018. On microstructure-property relationships derived by virtual materials testing with an emphasis on effective conductivity. In: Simulation Science : First International Workshop, SimScience 2017, Göttingen, Germany, April 27–28, 2017 : Revised Selected Papers. Conference paper. Cham: Springer. 2018. S. 145–158. ISBN 978-3-319-96270-2

Neumann, Matthias, Orkun Furat, Dzmitry Hlushkou, Ulrich Tallarek, Lorenz Holzer, and Volker Schmidt. 2018. “On Microstructure-Property Relationships Derived by Virtual Materials Testing with an Emphasis on Effective Conductivity.” Conference paper. In Simulation Science : First International Workshop, SimScience 2017, Göttingen, Germany, April 27–28, 2017 : Revised Selected Papers, 145–58. Cham: Springer. https://doi.org/10.1007/978-3-319-96271-9_9.

Neumann, Matthias, et al. “On Microstructure-Property Relationships Derived by Virtual Materials Testing with an Emphasis on Effective Conductivity.” Simulation Science : First International Workshop, SimScience 2017, Göttingen, Germany, April 27–28, 2017 : Revised Selected Papers, Springer, 2018, pp. 145–58, https://doi.org/10.1007/978-3-319-96271-9_9.