Reconstruction of displacement responses of a supertall building during typhoons based on limited field measurements and a physics-informed machine learning model

Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

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Keyphrases

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Typhoon Keyphrases
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Displacement Respon... Keyphrases
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Super-tall Building Keyphrases
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Machine Learning Mo... Keyphrases
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Physics-informed Ma... Keyphrases
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Limited Field Keyphrases
100
Displacement Recons... Keyphrases
50
Strain Response Keyphrases
33
Windstorm Keyphrases
16
Maintenance Downtim... Keyphrases
16
Structure Response Keyphrases
16
Loss Function Keyphrases
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Acceleration Respon... Keyphrases
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Monitoring Method Keyphrases
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Maintenance Cost Keyphrases
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Reconstruction Meth... Keyphrases
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Super Typhoon Keyphrases
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Monitoring Data Keyphrases
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Response Fields Keyphrases
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Civil Structures Keyphrases
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Long Short-term Mem... Keyphrases
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Severe Weather Cond... Keyphrases
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Proposed Methodolog... Keyphrases
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Limited Monitoring Keyphrases
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Displacement Monito... Keyphrases
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Physics-informed Keyphrases
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Typhoon Saola Keyphrases
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Typhoon Lionrock Keyphrases
16
Structural Integrit... Keyphrases

INIS

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monitoring INIS
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strains INIS
100
physics INIS
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machine learning INIS
33
accuracy INIS
33
information INIS
33
losses INIS
33
cost INIS
33
acceleration INIS
33
weather INIS
33
maintenance INIS

Engineering

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Field Measurement Engineering
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Displacement Respon... Engineering
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Supertall Building Engineering
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Model Engineering
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Learning System Engineering
50
Strain Response Engineering
16
Downtime Engineering
16
Loss Function Engineering
16
Acceleration Respon... Engineering
16
Monitoring Techniqu... Engineering
16
Maintenance Cost Engineering
16
Structural Integrit... Engineering
16
Long Short-Term Mem... Engineering
16
Integrity Monitorin... Engineering
16
Accuracy Engineering
Research OutputsResearch Output authored by Reconstruction of displacement responses of a supertall building during typhoons based on limited field measurements and a physics-informed machine learning model is tagged with the concept