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09/19/2023
A spectrum of physics-informed Gaussian processes for regression in engineering
Despite the growing availability of sensing and data in general, we rema...
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05/15/2023
Encoding Domain Expertise into Multilevel Models for Source Location
Data from populations of systems are prevalent in many industrial applic...
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06/30/2022
Physics-informed machine learning for Structural Health Monitoring
The use of machine learning in Structural Health Monitoring is becoming ...
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06/03/2022
Constraining Gaussian processes for physics-informed acoustic emission mapping
The automated localisation of damage in structures is a challenging but ...
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12/21/2020