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Habiba Eldababy

New York University (NYU) - New York University, Abu Dhabi

PO Box 129188

Abu Dhabi

United Arab Emirates

  • New York University (NYU) - New York University, Abu Dhabi

SCHOLARLY PAPERS

2

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55

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Scholarly Papers (2)

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1.

Error Convergence and Engineering-Guided Hyperparameter Search of Pinns: Towards Optimized I-Fenn Performance

Number of pages: 51 Posted: 03 Mar 2023
Panos Pantidis, Habiba Eldababy, Christopher Miguel Tangle and Mostafa Mobasher
New York University Abu Dhabi, New York University (NYU) - New York University, Abu Dhabi, New York University (NYU) - New York University, Abu Dhabi and New York University (NYU) - New York University, Abu Dhabi
Downloads 38 (1,209,354)

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Physics Informed Neural Networks, I-FENN, convergence, hyperparameter optimization, numerical methods, non-local damage

2.

I-Fenn with Temporal Convolutional Networks: Expediting the Load-History Analysis of Non-Local Gradient Damage Propagation

Number of pages: 44 Posted: 08 Feb 2024
Panos Pantidis, Habiba Eldababy, Diab Abueidda and Mostafa Mobasher
New York University Abu Dhabi, New York University (NYU) - New York University, Abu Dhabi, affiliation not provided to SSRN and New York University (NYU) - New York University, Abu Dhabi
Downloads 17 (1,481,165)

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IFENN, non-local damage, neural networks, finite element analysis, multi-physics, scientific computing