63 citations · 222 across the 16 of their papers we have counts for
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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…
cs.CE2019★ 63 cited
Optimization of Solidification in Die Casting using Numerical Simulations and Machine Learning
Shantanu Shahane, Narayana Aluru, Placid Ferreira +2
In this paper, we demonstrate the combination of machine learning and three dimensional numerical simulations for multi-objective optimization of low pressure die casting. The cool…