Publications

List of Journal Publications

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2019

2.

Ghavamian, F., Simone, A.

Accelerating multiscale finite element simulations of history-dependent materials using a recurrent neural network Journal Article

In: COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, vol. 357, 2019.

Abstract | BibTeX | Tags: Deep learning, Machine learning, Multiscale modeling, Recurrent neural network, Strain softening, Viscoplasticity | Links:

2017

1.

Ghavamian, F., Tiso, P., Simone, A.

POD-DEIM model order reduction for strain softening viscoplasticity Journal Article

In: COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, vol. 317, pp. 458–479, 2017.

Abstract | BibTeX | Tags: Discrete empirical interpolation method, k-means clustering algorithm, Machine learning, Model order reduction, Perzyna viscoplasticity, Proper orthogonal decomposition, Strain softening | Links: