28 citations · 30 across the 3 of their papers we have counts for
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cs.LG2023★ 28 cited
A Neural Network Transformer Model for Composite Microstructure Homogenization
Emil Pitz, Kishore Pochiraju
Heterogeneity and uncertainty in a composite microstructure lead to either computational bottlenecks if modeled rigorously or to solution inaccuracies in the stress field and failu…
cs.LG2021★ 1 cited
Fast Design Space Exploration of Nonlinear Systems: Part I
Sanjai Narain, Emily Mak, Dana Chee +4
System design tools are often only available as input-output blackboxes: for a given design as input they compute an output representing system behavior. Blackboxes are intended to…