147 citations · 259 across the 4 of their papers we have counts for
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quant-ph2021★ 147 cited
NetKet 3: Machine Learning Toolbox for Many-Body Quantum Systems
Filippo Vicentini, Damian Hofmann, Attila Szabó +8
We introduce version 3 of NetKet, the machine learning toolbox for many-body quantum physics. NetKet is built around neural-network quantum states and provides efficient algorithms…
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…