A predictive machine learning approach for microstructure optimization and materials design
Author:
Publisher
Springer Science and Business Media LLC
Subject
Multidisciplinary
Link
http://www.nature.com/articles/srep11551.pdf
Reference28 articles.
1. Ashby, M. F. & Cebon, D. Materials selection in mechanical design. Le Journal de Physique IV 3, C7–1 (1993).
2. McDowell, D. L. & Olson G. B. Concurrent design of hierarchical materials and structures. In: Scientific Modeling and Simulations, 207–240 (Springer, 2009).
3. Downey, P. R. & Flatau, A. B. Magnetoelastic bending of Galfenol for sensor applications. J. Appl. Phys. 97, 10R505 (2005).
4. Datta, S. & Flatau, A. B. Magnetostrictive vibration sensor based on irongallium alloy. Proc. Mater. Res. Soc. 888, 0888–V04 (2005).
5. Mudivarthi, C., Datta, S., Atulasimha J. & Flatau, A. B. A bidirectionally coupled magnetoelastic model and its validation using a Galfenol unimorph sensor. Smart Mater. Struct. 17, 035005 (2008).
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