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pro vyhledávání: '"Pei, Michael Y."'
Autor:
Pei, Michael Y., Clark, Stephen R.
Publikováno v:
J. Phys. B: At. Mol. Opt. Phys. 57, 215301 (2024)
Projected variational wavefunctions such as the Gutzwiller, many-body correlator and Jastrow ansatzes have provided crucial insight into the nature of superfluid-Mott insulator transition in the Bose Hubbard model (BHM) in two or more spatial dimensi
Externí odkaz:
http://arxiv.org/abs/2402.15424
Autor:
Pei, Michael Y., Clark, Stephen R.
Publikováno v:
Entropy 23, 879 (2021)
Neural network quantum states (NQS) have been widely applied to spin-1/2 systems where they have proven to be highly effective. The application to systems with larger on-site dimension, such as spin-1 or bosonic systems, has been explored less and pr
Externí odkaz:
http://arxiv.org/abs/2105.08579
Autor:
Pei, Michael Y., Clark, Stephen R.
Publikováno v:
J. Phys. A: Math. Theor. 54 405304 (2021)
Neural-network quantum states (NQS) have become a powerful tool in many-body physics. Of the numerous possible architectures in which neural-networks can encode amplitudes of quantum states the simplicity of the Restricted Boltzmann Machine (RBM) has
Externí odkaz:
http://arxiv.org/abs/2103.09146
Autor:
Pei, Michael Y, Clark, Stephen R
Publikováno v:
Journal of Physics A: Mathematical & Theoretical; 10/8/2021, Vol. 54 Issue 40, p1-36, 36p