An unsupervised ANN algorithm finds ground states of 1D Ising and Heisenberg models matching exact diagonalization results.
Suzuki, Quantum Monte Carlo methods in condensed matter physics (World scientific, 1993)
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Finding Quantum Many-Body Ground States with Artificial Neural Network
An unsupervised ANN algorithm finds ground states of 1D Ising and Heisenberg models matching exact diagonalization results.