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08/10/2023
On the Stability and Convergence of Physics Informed Neural Networks
Physics Informed Neural Networks is a numerical method which uses neural...
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06/23/2023
A new approach to generalisation error of machine learning algorithms: Estimates and convergence
In this work we consider a model problem of deep neural learning, namely...
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03/01/2022