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Panos Pantidis

New York University Abu Dhabi

SCHOLARLY PAPERS

4

DOWNLOADS

144

TOTAL CITATIONS

0

Scholarly Papers (4)

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1.

I-FENN with DeepONets: accelerating simulations in coupled multiphysics problems

Number of pages: 54 Posted: 30 Aug 2025
Fouad M. Amin, Diab Abueidda, Panos Pantidis and Mostafa Mobasher
New York University, affiliation not provided to SSRN, New York University Abu Dhabi and New York University (NYU) - New York University, Abu Dhabi
Downloads 57

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I-FENN, Enforcing Boundary Conditions, Thermoelasticity, Poroelasticity, DeepONet, MIONet, Multiphysics.

2.

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

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

3.

Modified Non-Local Damage Model: Resolving Spurious Damage Evolution

Downloads 32

Modified Non-Local Damage Model: Resolving Spurious Damage Evolution

Number of pages: 34 Posted: 01 Jul 2025
Roshan Philip Saji, Panos Pantidis and Mostafa Mobasher
New York University (NYU) - New York University, New York University Abu Dhabi and New York University (NYU) - New York University, Abu Dhabi
Downloads 18

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gradient, non-local, Damage, thermodynamic, phase-field

Modified Non-Local Damage Model: Resolving Spurious Damage Evolution

Number of pages: 36 Posted: 10 Jul 2025
Roshan Philip Saji, Panos Pantidis and Mostafa Mobasher
New York University (NYU) - New York University, New York University Abu Dhabi and New York University (NYU) - New York University, Abu Dhabi
Downloads 14

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gradient, non-local, damage, thermodynamic, Phase-field

4.

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

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