3 papers
cond-mat.quant-gas2024
Specialising Neural-network Quantum States for the Bose Hubbard Model
Michael Y. Pei, Stephen R. Clark
Projected variational wavefunctions such as the Gutzwiller, many-body correlator and Jastrow ansatzes have provided crucial insight into the nature of superfluid-Mott insulator tra…
quant-ph2021
Neural-network Quantum States for Spin-1 systems: spin-basis and parameterization effects on compactness of representations
Michael Y. Pei, Stephen R. Clark
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 dimen…
quant-ph2021
Compact Neural-network Quantum State representations of Jastrow and Stabilizer states
Michael Y. Pei, Stephen R. Clark
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 quant…