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20202023
most citedAdaptive Importance Sampling based Neural Network framework for Reliability and Sensitivity Prediction for Variable Stiffness Composite Laminates with hybrid uncertainties

20 citations · 26 across the 4 of their papers we have counts for

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math.NA2020★ 20 cited

Adaptive Importance Sampling based Neural Network framework for Reliability and Sensitivity Prediction for Variable Stiffness Composite Laminates with hybrid uncertainties

Tittu Varghese Mathew, P Prajith, RO Ruiz +2

In this work, we propose to leverage the advantages of both the Artificial Neural Network (ANN) based Second Order Reliability Method (SORM) and Importance sampling to yield an Ada…