Before revision: Recent empirical results show that deep networks can approximate solutions to high dimensional PDEs, seemingly escaping the curse of dimensionality.
After revision: Recent experiments have shown that deep networks can approximate solutions to high dimensional PDEs, seemingly escaping the curse of dimensionality.