75 citations · 90 across the 2 of their papers we have counts for
2 papers
cs.CE2024★ 15 cited
I-FENN with Temporal Convolutional Networks: expediting the load-history analysis of non-local gradient damage propagation
Panos Pantidis, Habiba Eldababy, Diab Abueidda +1
In this paper, we demonstrate for the first time how the Integrated Finite Element Neural Network (I-FENN) framework, previously proposed by the authors, can efficiently simulate t…
cs.CE2022★ 75 cited
Integrated Finite Element Neural Network (I-FENN) for non-local continuum damage mechanics
Panos Pantidis, Mostafa E. Mobasher
We present a new Integrated Finite Element Neural Network framework (I-FENN), with the objective to accelerate the numerical solution of nonlinear computational mechanics problems.…