In this paper, we introduce CDII-PINNs, a computationally efficient meth...
In this paper, we focus on approximating a natural class of functions th...
Deep Ritz methods (DRM) have been proven numerically to be efficient in
...
Using deep neural networks to solve PDEs has attracted a lot of attentio...
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