26 citations · 26 across the 1 of their papers we have counts for
2 papers
quant-ph2021★ 26 cited
Group Convolutional Neural Networks Improve Quantum State Accuracy
Christopher Roth, Allan H. MacDonald
Neural networks are a promising tool for simulating quantum many body systems. Recently, it has been shown that neural network-based models describe quantum many body systems more…
physics.comp-ph2020
Iterative Retraining of Quantum Spin Models Using Recurrent Neural Networks
Christopher Roth
Modeling quantum many-body systems is enormously challenging due to the exponential scaling of Hilbert dimension with system size. Finding efficient compressions of the wavefunctio…