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Complexity Powered Machine Intelligent Classification of Quantum Many-Body Dynamics
Zhaoran Feng, Jiangzhi Chen, Ce Wang +1
Identifying and classifying quantum phases from measurable time series in many-body dynamics have significant values, yet face formidable challenges, requiring profound knowledge o…
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Machine Learning of Knot Topology in Non-Hermitian Band Braids
Jiangzhi Chen, Zi Wang, Yu-Tao Tan +2
The deep connection among braids, knots and topological physics has provided valuable insights into studying topological states in various physical systems. However, identifying di…