A data-driven model learns thermodynamically consistent master equations for open quantum systems, estimating Hamiltonians and couplings from synthetic two- and three-level data plus experimental two-level quantum device measurements.
Learning to predict arbitrary quantum processes
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
quant-ph 1years
2025 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Learning thermodynamic master equations for open quantum systems
A data-driven model learns thermodynamically consistent master equations for open quantum systems, estimating Hamiltonians and couplings from synthetic two- and three-level data plus experimental two-level quantum device measurements.