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20222026
most citedIntegrated Finite Element Neural Network (I-FENN) for non-local continuum damage mechanics

75 citations · 142 across the 12 of their papers we have counts for

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cs.LG2023★ 31 cited

Error convergence and engineering-guided hyperparameter search of PINNs: towards optimized I-FENN performance

Panos Pantidis, Habiba Eldababy, Christopher Miguel Tagle +1

In our recently proposed Integrated Finite Element Neural Network (I-FENN) framework (Pantidis and Mobasher, 2023) we showcased how PINNs can be deployed on a finite element-level…