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Synthesizing weld pool dynamics via VAE-GAN to enhance human control performance
Yue Cao,
Qiang Ye
,
Yu Ming Zhang
Mathematics
Center for Computational Sciences
Electrical and Computer Engineering
Stanley and Karen Pigman College of Engineering
Research output
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Contribution to journal
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Article
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peer-review
Overview
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Engineering
Welds
100%
Human Operator
80%
Engineering
20%
Limitations
20%
Adaptability
20%
Key Process
20%
Parameter Variation
20%
Manufacturing Process
20%
Network Model
20%
Temporal Evolution
20%
Gas Tungsten Arc Welding
20%
Lstm
20%
Interpretability
20%
Variational Autoencoder
20%
Computer Science
Human Operator
100%
Realism
25%
Interpretability
25%
Prediction Accuracy
25%
Representation Learning
25%
Long Short-Term Memory Network
25%
Performance Enhancement
25%
Temporal Modeling
25%
Predictive Model
25%
Dynamic Mapping
25%
Variational Autoencoder
25%
Material Science
Tungsten
100%
Arc Welding
100%
Variational Autoencoder
100%