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Machine Learning in Heterogeneous Porous Materials


Feb 04, 2022
Marta D'Elia, Hang Deng, Cedric Fraces, Krishna Garikipati, Lori Graham-Brady, Amanda Howard, George Karniadakis, Vahid Keshavarzzadeh, Robert M. Kirby, Nathan Kutz, Chunhui Li, Xing Liu, Hannah Lu, Pania Newell, Daniel O'Malley, Masa Prodanovic, Gowri Srinivasan, Alexandre Tartakovsky, Daniel M. Tartakovsky, Hamdi Tchelepi, Bozo Vazic, Hari Viswanathan, Hongkyu Yoon, Piotr Zarzycki

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* The workshop link is: https://amerimech.mech.utah.edu 

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Robust Topology Optimization Using Variational Autoencoders


Jul 19, 2021
Rini Jasmine Gladstone, Mohammad Amin Nabian, Vahid Keshavarzzadeh, Hadi Meidani

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A bandit-learning approach to multifidelity approximation


Mar 29, 2021
Yiming Xu, Vahid Keshavarzzadeh, Robert M. Kirby, Akil Narayan

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* 37 pages, 7 figures 

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