Neural Network Approximation of Continuous Functions in High Dimensions with Applications to Inverse Problems

Santhosh Karnik, Rongrong Wang, Mark Iwen

The remarkable successes of neural networks in a huge variety of inverse problems have fueled their adoption in disciplines ranging from medical imaging to seismic analysis over th…