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quant-ph2022
Interpreting convolutional neural networks' low dimensional approximation to quantum spin systems
Yilong Ju, Shah Saad Alam, Jonathan Minoff +3
Convolutional neural networks (CNNs) have been employed along with Variational Monte Carlo methods for finding the ground state of quantum many-body spin systems with great success…
cond-mat.quant-gas2022★ 4 cited
Generalized Bose-Fermi mapping and strong coupling ansatz wavefunction for one dimensional strongly interacting spinor quantum gases
Li Yang, Shah Saad Alam, Han Pu
Quantum many-body systems in one dimension (1D) exhibit some peculiar properties. In this article, we review some of our work on strongly interacting 1D spinor quantum gas. First,…