Blast Loading Prediction of Complex Structures Based on Bayesian Deep Active Learning

Blast Loading Prediction of Complex Structures Based on Bayesian Deep Active Learning

The prediction of blast loading for complex structures using deep learning requires extensive training data from field experiments or numerical simulations. However, the destructive nature of explosions complicates the collection of adequate field data, and traditional simulations are often time-con...

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Bibliographic Details
Main Authors: Meilin Pan, Weiwen Peng, Chunjiang Leng, Jiulu Qiu, Wei Zhong
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Applied Sciences
Subjects:
complex structures
blast loading
Bayesian deep active learning
uncertainty quantification
Online Access:https://www.mdpi.com/2076-3417/15/3/1147

Internet

https://www.mdpi.com/2076-3417/15/3/1147

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