research
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01/28/2023
MetaNO: How to Transfer Your Knowledge on Learning Hidden Physics
Gradient-based meta-learning methods have primarily been applied to clas...
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12/15/2022
Anomaly Detection in Driving by Cluster Analysis Twice
Events deviating from normal traffic patterns in driving, anomalies, suc...
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09/28/2022
Strain energy density as a Gaussian process and its utilization in stochastic finite element analysis: application to planar soft tissues
Data-based approaches are promising alternatives to the traditional anal...
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04/01/2022
A Physics-Guided Neural Operator Learning Approach to Model Biological Tissues from Digital Image Correlation Measurements
We present a data-driven workflow to biological tissue modeling, which a...
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03/15/2022