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A deep learning energy method for hyperelasticity and viscoelasticity

Jan 15, 2022
Diab W. Abueidda, Seid Koric, Rashid Abu Al-Rub, Corey M. Parrott, Kai A. James, Nahil A. Sobh

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Deep learning collocation method for solid mechanics: Linear elasticity, hyperelasticity, and plasticity as examples

Dec 02, 2020
Diab W. Abueidda, Qiyue Lu, Seid Koric

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Convergence of Artificial Intelligence and High Performance Computing on NSF-supported Cyberinfrastructure

Mar 18, 2020
E. A. Huerta, Asad Khan, Edward Davis, Colleen Bushell, William D. Gropp, Daniel S. Katz, Volodymyr Kindratenko, Seid Koric, William T. C. Kramer, Brendan McGinty, Kenton McHenry, Aaron Saxton

* White paper accepted to the NSF Workshop on Smart Cyberinfrastructure, February 25-27, 2020 

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Machine learning accelerated topology optimization of nonlinear structures

Feb 06, 2020
Diab W. Abueidda, Seid Koric, Nahil A. Sobh

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