An efficient machine learning approach to establish structure-property linkages
Author:
Publisher
Elsevier BV
Subject
Computational Mathematics,General Physics and Astronomy,Mechanics of Materials,General Materials Science,General Chemistry,General Computer Science
Reference46 articles.
1. Effective conductivity in isotropic heterogeneous media using a strong-contrast statistical continuum theory;Mikdam;J. Mech. Phys. Solids,2009
2. Bounds for effective elastic moduli of disordered materials;Kröner;J. Mech. Phys. Solid.,1977
3. Solid mixture permittivities;Brown;J. Chem. Phys.,1955
4. A review of micromechanics based models for effective elastic properties of reinforced polymer matrix composites;Raju;Compos. Struct.,2018
5. Modeling and simulation techniques for polymer nanoparticle composites – a review;Bernardo;Comput. Mater. Sci.,2016
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