Before revision:  The network is able to approximate  the solutions of the Kolmogorov equation with polynomial complexity in whole spatial domains , therefore avoiding the curse of dimensionality .
After revision:  The network is able to approximate , numerically at least, the solutions of the Kolmogorov equation with polynomial complexity in whole spatial domains , therefore avoiding the curse of dimensionality .