activity
20162025
most citedQuantum Loop Topography for Machine Learning

273 citations · 279 across the 5 of their papers we have counts for

collaborators

5 papers

cond-mat.supr-con2025

Many-electron characterizations of higher-charge superconductors

Zi-Hao Dong, Yi Zhang

The theoretical understanding of conventional superconductivity as the phonon-assisted formation and condensation of two-electron Cooper pairs is a significant triumph in condensed…

cond-mat.mtrl-sci2025

Electrical Modulation and Probing of Antiferromagnetism in Hybrid Multiferroic Heterostructures

Yuhan Liang, Huiping Han, Hetian Chen +11

The unique features of ultrafast spin dynamics and the absence of macroscopic magnetization in antiferromagnetic (AFM) materials provide a distinct route towards high-speed magneti…

cond-mat.mes-hall2024★ 6 cited

Enhanced nonlinear Hall effect by Cooper pairs near superconductor criticality

Zi-Hao Dong, Hui Yang, Yi Zhang

Unlike the linear Hall effect that requires broken time-reversal symmetry, the nonlinear Hall effect may occur in time-reversal symmetric systems as long as there exists a non-zero…

quant-ph2024

1D Spontaneous Symmetry Breaking in thermal equilibrium via Non-Hermitian Construction

Jia-Bao Wang, Zi-Hao Dong, Yi Zhang

Spontaneous symmetry breaking generally circumvents one-dimensional systems with local interactions in thermal equilibrium. Here, we analyze a category of one-dimensional Hermitian…

cond-mat.str-el2016★ 273 cited

Quantum Loop Topography for Machine Learning

Yi Zhang, Eun-Ah Kim

Despite rapidly growing interest in harnessing machine learning in the study of quantum many-body systems, training neural networks to identify quantum phases is a nontrivial chall…