arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

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1 result for “Spin-opstrings”

Learning phases with Quantum Monte Carlo simulation cellcond-mat.str-el

Spin-opstrings from QMC simulations enable ML of quantum phases.

problem Capturing and predicting quantum phase transitions using ML.

method Spin-opstrings derived from QMC simulations used as ML input.

result Spin-opstrings accurately predict quantum phase transitions.

Quantum Monte Carlo Machine Learning Phase Transitions Spin-opstrings Interpretability

2025-03-29abs ↗pdf ↗