154 citations · 1.5k across the 34 of their papers we have counts for
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3 papers · 1 filter
cs.LG2023★ 16 cited
Artificial Intelligence for Science in Quantum, Atomistic, and Continuum Systems
Xuan Zhang, Limei Wang, Jacob Helwig +60
Advances in artificial intelligence (AI) are fueling a new paradigm of discoveries in natural sciences. Today, AI has started to advance natural sciences by improving, accelerating…
physics.comp-ph2023
A Score-Based Model for Learning Neural Wavefunctions
Xuan Zhang, Shenglong Xu, Shuiwang Ji
Quantum Monte Carlo coupled with neural network wavefunctions has shown success in computing ground states of quantum many-body systems. Existing optimization approaches compute th…
cond-mat.str-el2023★ 3 cited
Noise Induced Universal Diffusive Transport in Fermionic Chains
Christopher M. Langlett, Shenglong Xu
We develop a microscopic transport theory in a randomly driven fermionic model with and without linear potential. The operator dynamics arise from the competition between noisy and…