Learning-based control of femtosecond laser pulses in experimental settings (IMAGE)

Science China Press

Learning-based control of femtosecond laser pulses in experimental settings

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This illustration shows an adaptive control system for femtosecond laser pulses using learning algorithms. Laser pulses are shaped through a programmable optical setup and directed into a vacuum chamber, where molecular ionization is analyzed using time-of-flight mass spectrometry (TOF-MS). The control (inner) loop leverages optimization techniques to improve pulse shaping for precise quantum manipulation.

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©Science China Press

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