Web: http://arxiv.org/abs/2012.05232

May 13, 2022, 1:11 a.m. | Di Luo, Giuseppe Carleo, Bryan K. Clark, James Stokes

cs.LG updates on arXiv.org arxiv.org

Gauge symmetries play a key role in physics appearing in areas such as
quantum field theories of the fundamental particles and emergent degrees of
freedom in quantum materials. Motivated by the desire to efficiently simulate
many-body quantum systems with exact local gauge invariance, gauge equivariant
neural-network quantum states are introduced, which exactly satisfy the local
Hilbert space constraints necessary for the description of quantum lattice
gauge theory with Zd gauge group on different geometries. Focusing on the
special case of …

arxiv networks neural neural networks quantum

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