Sökning: "David Steinar Asgrimsson"
Hittade 1 uppsats innehållade orden David Steinar Asgrimsson.
1. Quantifying uncertainty in structural condition with Bayesian deep learning : A study on the Z-24 bridge benchmark
Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)Sammanfattning : A machine learning approach to damage detection is presented for a bridge structural health monitoring system, validated on the renowned Z-24 bridge benchmark dataset where a sensor instrumented, threespan bridge was realistically damaged in stages. A Bayesian autoencoder neural network is trained to reconstruct raw sensor data sequences, with uncertainty bounds in prediction. LÄS MER
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