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.
Ultrabroadband 2D electronic spectroscopy with high-speed, shot-to-shot detection , volume =
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A Sagnac-based CLIMBS modulator with a sub-4-fs MPC source delivers attosecond-level phase stability for broadband 2DES without active feedback.
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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.
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Attosecond-Stable Two-Dimensional Spectroscopy by a Sagnac-Based Modulating System and a sub-4-fs Continuum Source
A Sagnac-based CLIMBS modulator with a sub-4-fs MPC source delivers attosecond-level phase stability for broadband 2DES without active feedback.