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08/28/2023
Solving parametric elliptic interface problems via interfaced operator network
Learning operator mapping between infinite-dimensional Banach spaces via...
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09/25/2022
Error analysis based on inverse modified differential equations for discovery of dynamics using linear multistep methods and deep learning
Along with the practical success of the discovery of dynamics using deep...
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08/10/2022
Neural Networks for Scalar Input and Functional Output
The regression of a functional response on a set of scalar predictors ca...
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03/07/2022
On convergence of neural network methods for solving elliptic interface problems
With the remarkable empirical success of neural networks across diverse ...
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09/18/2020