Enhancing lattice kinetic schemes for fluid dynamics with Lattice-Equivariant Neural Networks

Giulio Ortali, Alessandro Gabbana, Imre Atmodimedjo +1

We present a new class of equivariant neural networks, hereby dubbed Lattice-Equivariant Neural Networks (LENNs), designed to satisfy local symmetries of a lattice structure. Our a…