Physics-informed machine learning of multi-source monitoring data sparsely measured within a 2D vertical cross-section

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

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Earth and Planetary Sciences

100
Machine Learning Earth and Planetary Scien...
100
Monitoring Data Earth and Planetary Scien...
66
Dictionary Earth and Planetary Scien...
50
Model Earth and Planetary Scien...
50
Learning Earth and Planetary Scien...
33
Approach Earth and Planetary Scien...
33
Numerical Model Earth and Planetary Scien...
33
Prediction Earth and Planetary Scien...
16
Investigation Earth and Planetary Scien...
16
Observation Earth and Planetary Scien...
16
Position (Location) Earth and Planetary Scien...
16
Construction Earth and Planetary Scien...
16
Training Earth and Planetary Scien...
16
Project Earth and Planetary Scien...
16
Data Set Earth and Planetary Scien...
16
Embankment Earth and Planetary Scien...

Keyphrases

100
Two Dimensional Keyphrases
100
Monitoring Data Keyphrases
100
Multi-source Monito... Keyphrases
100
Physics-informed Ma... Keyphrases
60
Machine Learning Te... Keyphrases
40
Numerical Model Keyphrases
40
Finite Element Mode... Keyphrases
40
Dictionary Keyphrases
40
Sparse Dictionary L... Keyphrases
40
Limited Monitoring Keyphrases
40
Multi-source Monito... Keyphrases
20
Model Prediction Keyphrases
20
Displacement Data Keyphrases
20
Engineering Project Keyphrases
20
Horizontal Displace... Keyphrases
20
Training Data Keyphrases
20
Spatial Location Keyphrases
20
Poor Performance Keyphrases
20
Varying Response Keyphrases
20
Multi-source Keyphrases
20
Traditional Machine... Keyphrases
20
Spatio Keyphrases
20
Unmonitored Keyphrases
20
Over-reliance Keyphrases
20
Spatial Range Keyphrases
20
Dictionary Learning... Keyphrases
20
Geological Cross-se... Keyphrases
20
Geotechnical Monito... Keyphrases
20
Embankment Construc... Keyphrases

INIS

100
monitoring INIS
100
data INIS
100
cross sections INIS
100
physics INIS
100
machine learning INIS
57
dictionaries INIS
42
learning INIS
28
range INIS
28
prediction INIS
28
finite element meth... INIS
14
performance INIS
14
atoms INIS
14
engineering INIS
14
construction INIS
14
datasets INIS
14
licenses INIS
14
embankments INIS

Engineering

100
Two Dimensional Engineering
100
Cross Section Engineering
100
Monitoring Data Engineering
100
Learning System Engineering
50
Machine Learning Me... Engineering
33
Numerical Model Engineering
33
Finite Element Mode... Engineering
33
Dictionary Learning Engineering
16
Performance Engineering
16
Limitations Engineering
16
Engineering Engineering
16
Illustrates Engineering
16
Displacement Data Engineering
16
Specific Site Engineering
16
Horizontal Displace... Engineering
16
Model Prediction Engineering
16
Dataset Engineering
16
Spatial Location Engineering
16
Embankment Construc... Engineering
16
Prediction Engineering
Research OutputsResearch Output authored by Physics-informed machine learning of multi-source monitoring data sparsely measured within a 2D vertical cross-section is tagged with the concept