
MS051B Physics-Enhanced Machine Learning for Structural Health Monitoring II
Main Organizer: Prof. Eleni Chatzi ( ETH Zurich , Switzerland )
Chaired by:
Prof. Eleni Chatzi (ETH Zurich , Switzerland) , Mr. Konstantinos Vlachas (ETH ZURICH , Switzerland)
Prof. Eleni Chatzi (ETH Zurich , Switzerland) , Mr. Konstantinos Vlachas (ETH ZURICH , Switzerland)
Scheduled presentations:
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Student
Prediction of Pipe-Jacking Forces Using a Physics-Constrained Neural Network
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Student
Comparative Assessment of ML Algorithms for Reference-Free Damage Detection and Localization Using FBG Sensors in Self-Referencing Configuration
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Student
Neural calibration for hysteresis parameter estimation in bolted joint assemblies
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Damage Detection and Localization of Damage using FBG sensors in Self-Referencing Configuration
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Leveraging digital twin strategy for predicting failures with limited training data