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08/12/2023
A Domain-adaptive Physics-informed Neural Network for Inverse Problems of Maxwell's Equations in Heterogeneous Media
Maxwell's equations are a collection of coupled partial differential equ...
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08/11/2023
PDE Discovery for Soft Sensors Using Coupled Physics-Informed Neural Network with Akaike's Information Criterion
Soft sensors have been extensively used to monitor key variables using e...
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06/05/2023
Evaluating robustness of support vector machines with the Lagrangian dual approach
Adversarial examples bring a considerable security threat to support vec...
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01/20/2023