12 citations · 15 across the 8 of their papers we have counts for
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cs.LG2023
Sequential learning on a Tensor Network Born machine with Trainable Token Embedding
Wanda Hou, Miao Li, Yi-Zhuang You
Generative models aim to learn the probability distributions underlying data, enabling the generation of new, realistic samples. Quantum inspired generative models, such as Born ma…
cond-mat.str-el2023★ 12 cited
Superconductivity from Doping Symmetric Mass Generation Insulators: Application to LaNiO under Pressure
Da-Chuan Lu, Miao Li, Zhao-Yi Zeng +4
We investigate the bilayer nickelates as a platform to realize the symmetric mass generation (SMG) insulator, a featureless Mott insulator that arises due to the Lieb-Schultz-Matti…
cond-mat.stat-mech2023
Machine Learning Renormalization Group for Statistical Physics
Wanda Hou, Yi-Zhuang You
We develop a Machine-Learning Renormalization Group (MLRG) algorithm to explore and analyze many-body lattice models in statistical physics. Using the representation learning capab…