Naveen Kumar, M and Gurumoorthy, B (2020) Design of porous structures. In: Computer-Aided Design and Applications, 18 (4). pp. 704-713.
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Abstract
Modeling of porous structures is challenging because of the heterogeneity in structure and complex relations between its geometry and physical properties. In this paper, we have used machine learning to define porous structures given the desired physical properties as prescribed by the user. A dataset was created with the physical properties of the porous structure as input and geometrical parameters as targets. The physical properties considered for analysis are effective thermal conductivity and permeability and geometrical parameters are porosity, number of pores, and pore shape. The results obtained from the analyses are compared with simulation results from computational models. © 2020 CAD Solutions, LLC.
| Item Type: | Journal Article |
|---|---|
| Publication: | Computer-Aided Design and Applications |
| Publisher: | CAD Solutions, LLC |
| Additional Information: | The copyright for this article belongs to the Authors. |
| Keywords: | Geometry; Porosity, Computational model; Effective thermal conductivity; Pore shape; Porous structures, Structural properties |
| Department/Centre: | Division of Mechanical Sciences > Mechanical Engineering |
| Date Deposited: | 24 Jan 2023 07:15 |
| Last Modified: | 24 Jan 2023 07:15 |
| URI: | https://eprints.iisc.ac.in/id/eprint/79278 |
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