80 citations · 101 across the 2 of their papers we have counts for
2 papers
cs.CE2022★ 80 cited
Enhanced physics-informed neural networks for hyperelasticity
Diab W. Abueidda, Seid Koric, Erman Guleryuz +1
Physics-informed neural networks have gained growing interest. Specifically, they are used to solve partial differential equations governing several physical phenomena. However, ph…
cs.CE2022★ 21 cited
Surrogate Neural Network Model for Sensitivity Analysis and Uncertainty Quantification of the Mechanical Behavior in the Optical Lens-Barrel Assembly
Shantanu Shahane, Erman Guleryuz, Diab W Abueidda +7
Surrogate neural network-based models have been lately trained and used in a variety of science and engineering applications where the number of evaluations of a target function is…