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20192026
most citedOn transfer learning of neural networks using bi-fidelity data for uncertainty propagation

10 citations · 16 across the 5 of their papers we have counts for

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Showing 2021Show all

2 papers · 1 filter

math.OC2021★ 1 cited

Topology Optimization under Microscale Uncertainty using Stochastic Gradients

Subhayan De, Kurt Maute, Alireza Doostan

This paper considers the design of structures made of engineered materials, accounting for uncertainty in material properties. We present a topology optimization approach that opti…

math.OC2021

Reliability-based Topology Optimization using Stochastic Gradients

Subhayan De, Kurt Maute, Alireza Doostan

This paper addresses the computational challenges in reliability-based topology optimization (RBTO) of structures associated with the estimation of statistics of the objective and…