Coherent control using adaptive learning algorithms

Details Coherent control using adaptive learning algorithms Coherent control using adaptive learning algorithms

2000-08-04

arxiv.org/abs/quant-ph/0008029v2

Phys. Rev. A, 63 (2001) 063412

Physics

Quantum Physics

19 pages (including 14 figures), REVTeX 3.1, updated content

Scientific paper

10.1103/PhysRevA.63.063412

We have constructed an automated learning apparatus to control quantum systems. By directing intense shaped ultrafast laser pulses into a variety of samples and using a measurement of the system as a feedback signal, we are able to reshape the laser pulses to direct the system into a desired state. The feedback signal is the input to an adaptive learning algorithm. This algorithm programs a computer-controlled, acousto-optic modulator pulse shaper. The learning algorithm generates new shaped laser pulses based on the success of previous pulses in achieving a predetermined goal.

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