
MS051A Physics-Enhanced Machine Learning for Structural Health Monitoring I
Main Organizer: Prof. Eleni Chatzi ( ETH Zurich , Switzerland )
Chaired by:
Prof. Eleni Chatzi (ETH Zurich , Switzerland) , Prof. Beatriz Moya (ENSAM Paris , France)
Prof. Eleni Chatzi (ETH Zurich , Switzerland) , Prof. Beatriz Moya (ENSAM Paris , France)
Scheduled presentations:
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Student
A Dual Updating Scheme For Damage Identifiation Based on Physics-Informed Neural Networks
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Physics-embedded Graph Neural Networks for Rapid Assessment of Electrical Substations in Extreme Events
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Student
Automated condition monitoring using spectral autoencoders for fault detection in mechanical systems
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Student
Online Parameter Identification for Flow Quality Monitoring in Solenoid Valves
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Student
Physics-informed neural networks (PINNs) for bridges with moving loads
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Mode Shape-Informed Graph Neural Networks for Structural Damage Localization in Truss Bridges