Fixed point actions from convolutional neural networks

Kieran Holland, Andreas Ipp, David I. Müller +1

Lattice gauge-equivariant convolutional neural networks (L-CNNs) can be used to form arbitrarily shaped Wilson loops and can approximate any gauge-covariant or gauge-invariant func…