3 citations · 3 across the 2 of their papers we have counts for
2 papers
cond-mat.str-el2025
Autoregressive Neural Network Extrapolation of Quantum Spin Dynamics Across Time and Space
Hubert Pugzlys, Shreyas Varude, Sam Dillon +5
Understanding the long-time dynamics of strongly correlated quantum matter remains a major challenge: as quantum entanglement grows during time evolution, conventional numerical me…
physics.comp-ph2024★ 3 cited
Active Learning for Discovering Complex Phase Diagrams with Gaussian Processes
Max Zhu, Jian Yao, Marcus Mynatt +5
We introduce a Bayesian active learning algorithm that efficiently elucidates phase diagrams. Using a novel acquisition function that assesses both the impact and likelihood of the…