A quasiprobability measure on Liouvillian eigenmodes reveals that quantized orbits persist in doubled phase space for damped quantum oscillators, formulating semiclassical quantization for open systems.
Dutta, An introduction to Markovian open quantum systems, arXiv:2510.26530
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A Gaussian mixture model is used to learn spectral densities from 2DES experiments, enabling extraction of vibronic couplings, spectral extrapolation, and optimized experiment selection across simulated and experimental systems.
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Extracting the physical content of Liouvillian eigenmodes: Semiclassical quantization
A quasiprobability measure on Liouvillian eigenmodes reveals that quantized orbits persist in doubled phase space for damped quantum oscillators, formulating semiclassical quantization for open systems.
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Streamlining Analysis and Design of Two-Dimensional Electronic Spectroscopy using Machine Learning
A Gaussian mixture model is used to learn spectral densities from 2DES experiments, enabling extraction of vibronic couplings, spectral extrapolation, and optimized experiment selection across simulated and experimental systems.