Can A Neural Network Hear the Shape of A Drum?

Yueqi Zhao, Michael M. Fogler

We have developed a deep neural network that reconstructs the shape of a polygonal domain given the first hundred of its Laplacian eigenvalues. Having an encoder-decoder structure,…