9 citations · 10 across the 5 of their papers we have counts for
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cond-mat.str-el2025
Neural network impurity solver for real-frequency dynamical mean-field theory
Fenglin Deng, Yi Lu, Xiaodong Cao +1
We introduce a neural network impurity solver for real-frequency DMFT that employs a multihead cross-attention mechanism to map hybridization functions to spectral functions, condi…
cond-mat.str-el2024
Vision Transformer Neural Quantum States for Impurity Models
Xiaodong Cao, Zhicheng Zhong, Yi Lu
Transformer neural networks, known for their ability to recognize complex patterns in high-dimensional data, offer a promising framework for capturing many-body correlations in qua…
cond-mat.str-el2023★ 9 cited
Dynamical correlation functions from complex time evolution
Xiaodong Cao, Yi Lu, E. Miles Stoudenmire +1
We present an approach to tame the growth of entanglement during time evolution by tensor network methods. It combines time evolution in the complex plane with a perturbative and c…