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@flowerthrower
flowerthrower authored Nov 22, 2023
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The qutip-qoc package builds up on the ``qutip-qtrl`` [package](https://github.com/qutip/qutip-qtrl).

It enhances it by providing two additional algorithms to optimize analytically defined control functions.
The first one is an extension of Gradient Optimization of Analytic conTrols [(GOAT)](https://link.aps.org/doi/10.1103/PhysRevLett.120.150401).
The first one is an extension of Gradient Optimization of Analytic conTrols [(GOAT)](https://journals.aps.org/prl/abstract/10.1103/PhysRevLett.120.150401).
The second leverages QuTiPs version 5 new diffrax abilities to directly calculate gradients of JAX defined contol functinos using automatic differentiation.

The procedure consists of a two-layer approach to find global optimal values for parameterized analytical control functions.
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